diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4ffaad816cc93b0dc2d79cfdc9ecbe038db522f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10849, "bytes_utf8": 10849, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 674, "bytes_utf8": 674, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 211}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b8a31b03408ad41d65c1934207f002584b0f6a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_00387f4822336c98", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 23202, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.36, + "sql_execution_elapsed_ms_total": 20.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_00387f4822336c98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..759c687697dc664a166b7fed6e436c95d53be072 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:58:00.707245+00:00", + "ended_at": "2026-05-04T06:58:13.982765+00:00", + "elapsed_ms": 13275.36, + "prompt_metrics": { + "chars": 10849, + "bytes_utf8": 10849, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 1024, + "bytes_utf8": 1024, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13279 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 1, + "estimated_tokens": 161 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 211 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b5d5168ae1b9b8c4553a7cb743a0b5448b3201 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "item_col": "ProductRelated", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..87b5b723b0f76ded0facef4221e57c8b26f91ed5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-9011-7260-9981-01078bee07aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"TrafficType\\\", item_col=\\\"ProductRelated\\\", and measure_col=\\\"Administrative_Duration\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":211}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e12e4dd5ec5202b87c57a5a532249991f218d3b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"TrafficType\", item_col=\"ProductRelated\", and measure_col=\"Administrative_Duration\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a9cff0a31976eee0edb20bbd1f0e4932e0c07e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:00.911290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:03.331635Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:13.285998Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6183413bb83349b573a21442bd2dbf16aa9dab2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration. +Result preview: [{"TrafficType": "16", "ProductRelated": "17", "total_measure": 822.7666667, "share_within_group": 92.67825629885186}, {"TrafficType": "14", "ProductRelated": "705", "total_measure": 2629.253968, "share_within_group": 72.9756282355336}, {"TrafficType": "18", "ProductRelated": "18", "total_measure": 312.0, "share_within_group": 43.24923759356806}, {"TrafficType": "19", "ProductRelated": "362", "total_measure": 270.0, "share_within_group": 39.535425470676955}, {"TrafficType": "18", "ProductRelated": "8", "total_measure": 238.4, "share_within_group": 33.046853340726365}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d946d4c66a3671623496219f79ce9d69d8fcdeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_00387f4822336c98 +-- problem_id: v2p_m6_8958f4b0003d68a4 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..624afebb03a0f1afeb2389d4575beceb12d8ec87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"TrafficType\", \"ProductRelated\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"TrafficType\": \"16\", \"ProductRelated\": \"17\", \"total_measure\": 822.7666667, \"share_within_group\": 92.67825629885186}, {\"TrafficType\": \"14\", \"ProductRelated\": \"705\", \"total_measure\": 2629.253968, \"share_within_group\": 72.9756282355336}, {\"TrafficType\": \"18\", \"ProductRelated\": \"18\", \"total_measure\": 312.0, \"share_within_group\": 43.24923759356806}, {\"TrafficType\": \"19\", \"ProductRelated\": \"362\", \"total_measure\": 270.0, \"share_within_group\": 39.535425470676955}, {\"TrafficType\": \"18\", \"ProductRelated\": \"8\", \"total_measure\": 238.4, \"share_within_group\": 33.046853340726365}, {\"TrafficType\": \"19\", \"ProductRelated\": \"51\", \"total_measure\": 166.9318182, \"share_within_group\": 24.443409100484057}, {\"TrafficType\": \"15\", \"ProductRelated\": \"50\", \"total_measure\": 604.5, \"share_within_group\": 22.673709873723112}, {\"TrafficType\": \"7\", \"ProductRelated\": \"2\", \"total_measure\": 772.0, \"share_within_group\": 22.615527145958673}, {\"TrafficType\": \"9\", \"ProductRelated\": \"14\", \"total_measure\": 571.16666667, \"share_within_group\": 20.05970498740391}, {\"TrafficType\": \"18\", \"ProductRelated\": \"16\", \"total_measure\": 116.0, \"share_within_group\": 16.07984474632659}, {\"TrafficType\": \"19\", \"ProductRelated\": \"16\", \"total_measure\": 103.0, \"share_within_group\": 15.08203267955454}, {\"TrafficType\": \"15\", \"ProductRelated\": \"14\", \"total_measure\": 377.0, \"share_within_group\": 14.140593254580006}, {\"TrafficType\": \"15\", \"ProductRelated\": \"58\", \"total_measure\": 367.6666667, \"share_within_group\": 13.790516676583382}, {\"TrafficType\": \"15\", \"ProductRelated\": \"26\", \"total_measure\": 364.5, \"share_within_group\": 13.671740693088626}, {\"TrafficType\": \"9\", \"ProductRelated\": \"11\", \"total_measure\": 372.66666667, \"share_within_group\": 13.088269726283794}, {\"TrafficType\": \"14\", \"ProductRelated\": \"114\", \"total_measure\": 468.3666667, \"share_within_group\": 12.999638742777883}, {\"TrafficType\": \"15\", \"ProductRelated\": \"4\", \"total_measure\": 335.5, \"share_within_group\": 12.584002750428626}, {\"TrafficType\": \"20\", \"ProductRelated\": \"27\", \"total_measure\": 1979.3147370000002, \"share_within_group\": 12.515354497140823}, {\"TrafficType\": \"7\", \"ProductRelated\": \"38\", \"total_measure\": 402.5, \"share_within_group\": 11.791126523637779}, {\"TrafficType\": \"20\", \"ProductRelated\": \"15\", \"total_measure\": 1759.83333333, \"share_within_group\": 11.127557235234155}, {\"TrafficType\": \"9\", \"ProductRelated\": \"18\", \"total_measure\": 302.0, \"share_within_group\": 10.606415359487526}, {\"TrafficType\": \"5\", \"ProductRelated\": \"3\", \"total_measure\": 2872.516666733, \"share_within_group\": 10.339038097857935}, {\"TrafficType\": \"7\", \"ProductRelated\": \"99\", \"total_measure\": 340.9, \"share_within_group\": 9.986571507846259}, {\"TrafficType\": \"7\", \"ProductRelated\": \"8\", \"total_measure\": 310.25, \"share_within_group\": 9.088688208592847}, {\"TrafficType\": \"9\", \"ProductRelated\": \"12\", \"total_measure\": 243.0, \"share_within_group\": 8.534301100514798}, {\"TrafficType\": \"19\", \"ProductRelated\": \"2\", \"total_measure\": 58.0, \"share_within_group\": 8.492795101108383}, {\"TrafficType\": \"9\", \"ProductRelated\": \"30\", \"total_measure\": 237.5, \"share_within_group\": 8.341137906881746}, {\"TrafficType\": \"7\", \"ProductRelated\": \"41\", \"total_measure\": 279.0, \"share_within_group\": 8.173228074770039}, {\"TrafficType\": \"19\", \"ProductRelated\": \"46\", \"total_measure\": 55.0, \"share_within_group\": 8.053512595878638}, {\"TrafficType\": \"9\", \"ProductRelated\": \"17\", \"total_measure\": 227.3333333, \"share_within_group\": 7.98407866899542}, {\"TrafficType\": \"9\", \"ProductRelated\": \"5\", \"total_measure\": 203.5, \"share_within_group\": 7.147038164422886}, {\"TrafficType\": \"8\", \"ProductRelated\": \"21\", \"total_measure\": 2532.11395727, \"share_within_group\": 7.121442414868804}, {\"TrafficType\": \"11\", \"ProductRelated\": \"67\", \"total_measure\": 1079.184314, \"share_within_group\": 6.9891027119106095}, {\"TrafficType\": \"11\", \"ProductRelated\": \"9\", \"total_measure\": 1043.85833333, \"share_within_group\": 6.760321674141005}, {\"TrafficType\": \"15\", \"ProductRelated\": \"22\", \"total_measure\": 179.5, \"share_within_group\": 6.732722783016209}, {\"TrafficType\": \"8\", \"ProductRelated\": \"3\", \"total_measure\": 2283.1666666300002, \"share_within_group\": 6.421290753234357}, {\"TrafficType\": \"8\", \"ProductRelated\": \"14\", \"total_measure\": 2209.83333367, \"share_within_group\": 6.215044463936977}, {\"TrafficType\": \"20\", \"ProductRelated\": \"23\", \"total_measure\": 980.6538314, \"share_within_group\": 6.2007472129230985}, {\"TrafficType\": \"8\", \"ProductRelated\": \"4\", \"total_measure\": 2119.325, \"share_within_group\": 5.960494353960268}, {\"TrafficType\": \"9\", \"ProductRelated\": \"3\", \"total_measure\": 169.0, \"share_within_group\": 5.935378131633748}, {\"TrafficType\": \"16\", \"ProductRelated\": \"16\", \"total_measure\": 52.0, \"share_within_group\": 5.857394960918508}, {\"TrafficType\": \"6\", \"ProductRelated\": \"18\", \"total_measure\": 1786.9, \"share_within_group\": 5.770735937735573}, {\"TrafficType\": \"13\", \"ProductRelated\": \"68\", \"total_measure\": 2855.7, \"share_within_group\": 5.703503893734373}, {\"TrafficType\": \"6\", \"ProductRelated\": \"24\", \"total_measure\": 1737.58333333, \"share_within_group\": 5.6114693527661315}, {\"TrafficType\": \"7\", \"ProductRelated\": \"59\", \"total_measure\": 184.2285714, \"share_within_group\": 5.396925204090525}, {\"TrafficType\": \"8\", \"ProductRelated\": \"20\", \"total_measure\": 1913.75, \"share_within_group\": 5.382325065712651}, {\"TrafficType\": \"10\", \"ProductRelated\": \"28\", \"total_measure\": 1851.57142856, \"share_within_group\": 5.376905121912637}, {\"TrafficType\": \"5\", \"ProductRelated\": \"8\", \"total_measure\": 1478.7619048, \"share_within_group\": 5.322501988744519}, {\"TrafficType\": \"15\", \"ProductRelated\": \"33\", \"total_measure\": 139.0, \"share_within_group\": 5.21364048378414}, {\"TrafficType\": \"5\", \"ProductRelated\": \"7\", \"total_measure\": 1420.68333333, \"share_within_group\": 5.1134600117033795}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d383ed02cc187cb645f0c521a213a9ade55dda94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:58:00.703635+00:00", + "ended_at": "2026-05-04T06:58:14.046954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_00387f4822336c98", + "problem_id": "v2p_m6_8958f4b0003d68a4", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "item_col": "ProductRelated", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_00387f4822336c98.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_00387f4822336c98", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 211, + "total_tokens": 23202, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13275.36, + "sql_execution_elapsed_ms_total": 20.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_00387f4822336c98\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ca894a4af524cd277b5b56ae3672a6f9531e98f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00387f4822336c98/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:14.002915+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13275.36, "started_at": "2026-05-04T06:58:00.707245+00:00", "ended_at": "2026-05-04T06:58:13.982765+00:00", "prompt_metrics": {"chars": 10849, "bytes_utf8": 10849, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 674, "bytes_utf8": 674, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 211}, "stderr_preview": "2026-05-04T06:58:00.911290Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:03.331635Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "VisitorType", + "measure_col": "PageValues", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6bbba13d5a25237958a272e4669050256b648b47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-7711-7021-be3c-ded7aa77192c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure_value\\\"\\n END) AS \\\"median_measure\\\",\\n COUNT(\\\"measure_value\\\") AS \\\"n\\\",\\n SUM(\\\"measure_value\\\") AS \\\"sum_x\\\",\\n SUM(\\\"measure_value\\\" * \\\"measure_value\\\") AS \\\"sum_x2\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n \\\"median_measure\\\",\\n CASE\\n WHEN \\\"n\\\" > 1 THEN SQRT((\\\"sum_x2\\\" - (\\\"sum_x\\\" * \\\"sum_x\\\") / \\\"n\\\") / \\\"n\\\")\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and replacing STDDEV with an equivalent population standard deviation formula over CAST(\\\"PageValues\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22993,"cached_input_tokens":21888,"output_tokens":908}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01c63ff2879819de251df8db0126a469d26b4957 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n CAST(\"PageValues\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n),\n\"grouped\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure_value\"\n END) AS \"median_measure\",\n COUNT(\"measure_value\") AS \"n\",\n SUM(\"measure_value\") AS \"sum_x\",\n SUM(\"measure_value\" * \"measure_value\") AS \"sum_x2\"\n FROM \"ranked\"\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n)\nSELECT\n \"OperatingSystems\",\n \"VisitorType\",\n \"median_measure\",\n CASE\n WHEN \"n\" > 1 THEN SQRT((\"sum_x2\" - (\"sum_x\" * \"sum_x\") / \"n\") / \"n\")\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"grouped\"\nORDER BY \"median_measure\" DESC;","notes":"Adapted the template for SQLite by replacing PERCENTILE_CONT with a window-function median calculation and replacing STDDEV with an equivalent population standard deviation formula over CAST(\"PageValues\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51a29e7e7e40bb1c73bfa50f72c43a8f21131047 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:50.774534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:53.095211Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:15.675176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1336a556282f1762dec401054d5adc635d323f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues. +Result preview: [{"OperatingSystems": "6", "VisitorType": "New_Visitor", "median_measure": 26.994, "measure_stddev": 26.994}, {"OperatingSystems": "1", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 24.042716515263173}, {"OperatingSystems": "1", "VisitorType": "Other", "median_measure": 0.0, "measure_stddev": 10.983813570320548}, {"OperatingSystems": "1", "VisitorType": "Returning_Visitor", "median_measure": 0.0, "measure_stddev": 14.800048069577207}, {"OperatingSystems": "2", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 33.381887613084714}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9973ed25b24703a4dbed9e1cbe7d850e2435707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/generated_sql.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_00712f82d7f231ce +-- problem_id: v2p_m6_70576dcb6f8169d6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "VisitorType", + CAST("PageValues" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "PageValues" IS NOT NULL +), +"grouped" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure_value" + END) AS "median_measure", + COUNT("measure_value") AS "n", + SUM("measure_value") AS "sum_x", + SUM("measure_value" * "measure_value") AS "sum_x2" + FROM "ranked" + GROUP BY "OperatingSystems", "VisitorType" +) +SELECT + "OperatingSystems", + "VisitorType", + "median_measure", + CASE + WHEN "n" > 1 THEN SQRT(("sum_x2" - ("sum_x" * "sum_x") / "n") / "n") + ELSE NULL + END AS "measure_stddev" +FROM "grouped" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a1138e6da5f8ee8e97c9b10e94d6fa0617a1e3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n CAST(\"PageValues\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n),\n\"grouped\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure_value\"\n END) AS \"median_measure\",\n COUNT(\"measure_value\") AS \"n\",\n SUM(\"measure_value\") AS \"sum_x\",\n SUM(\"measure_value\" * \"measure_value\") AS \"sum_x2\"\n FROM \"ranked\"\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n)\nSELECT\n \"OperatingSystems\",\n \"VisitorType\",\n \"median_measure\",\n CASE\n WHEN \"n\" > 1 THEN SQRT((\"sum_x2\" - (\"sum_x\" * \"sum_x\") / \"n\") / \"n\")\n ELSE NULL\n END AS \"measure_stddev\"\nFROM \"grouped\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure_value\\\"\\n END) AS \\\"median_measure\\\",\\n COUNT(\\\"measure_value\\\") AS \\\"n\\\",\\n SUM(\\\"measure_value\\\") AS \\\"sum_x\\\",\\n SUM(\\\"measure_value\\\" * \\\"measure_value\\\") AS \\\"sum_x2\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n \\\"median_measure\\\",\\n CASE\\n WHEN \\\"n\\\" > 1 THEN SQRT((\\\"sum_x2\\\" - (\\\"sum_x\\\" * \\\"sum_x\\\") / \\\"n\\\") / \\\"n\\\")\\n ELSE NULL\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"VisitorType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"6\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 26.994, \"measure_stddev\": 26.994}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 24.042716515263173}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 10.983813570320548}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 14.800048069577207}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 33.381887613084714}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 3.8362867394393616}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 16.442541464526172}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 15.430283423723353}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 11.662183607620504}, {\"OperatingSystems\": \"4\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 34.78168700791585}, {\"OperatingSystems\": \"4\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 20.92866685567867}, {\"OperatingSystems\": \"5\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 9.759886250298662}, {\"OperatingSystems\": \"6\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 12.009062450799608}, {\"OperatingSystems\": \"7\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": null}, {\"OperatingSystems\": \"7\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 64.23217521302833}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 93.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cb65df51356799352eb9bfdc795c09e7a76c1950 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:20:50.545220+00:00", + "ended_at": "2026-05-04T07:21:16.488634+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_00712f82d7f231ce", + "problem_id": "v2p_m6_70576dcb6f8169d6", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "VisitorType", + "measure_col": "PageValues", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_00712f82d7f231ce.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_00712f82d7f231ce", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 21888, + "output_tokens": 908, + "total_tokens": 23901, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 406, + "estimated_total_tokens": 3308, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25811.68, + "sql_execution_elapsed_ms_total": 93.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_00712f82d7f231ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea2c86d7b85a3ad88e8a4e65958fb9c6d23ed329 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_00712f82d7f231ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:16.382229+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25811.68, "started_at": "2026-05-04T07:20:50.548217+00:00", "ended_at": "2026-05-04T07:21:16.360777+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2902}, "response_metrics": {"chars": 1416, "bytes_utf8": 1416, "lines": 1, "estimated_tokens": 406}, "usage": {"input_tokens": 22993, "cached_input_tokens": 21888, "output_tokens": 908}, "stderr_preview": "2026-05-04T07:20:50.774534Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:53.095211Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "item_col": "ProductRelated_Duration", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c94d75dd6252b0b4ee354b9c4769b7c01a4c53a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-01f7-7d00-8949-3eb759f877bc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with fixed bindings group_col=\\\"VisitorType\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"Informational\\\". Cast \\\"Informational\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":2432,"output_tokens":236}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5a9fca300a41b153bf2b1f4325cf128ec13f323 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with fixed bindings group_col=\"VisitorType\", item_col=\"ProductRelated_Duration\", and measure_col=\"Informational\". Cast \"Informational\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e8286fe610110c689984605b3916a2dfc9b1f06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:30.148680Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:32.749756Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:43.803828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74eabb93796417615344593cd38f3ef0737ba4d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Informational. +Result preview: [{"VisitorType": "Other", "ProductRelated_Duration": "43", "total_measure": 4.0, "share_within_group": 26.666666666666668}, {"VisitorType": "Other", "ProductRelated_Duration": "9630.209524", "total_measure": 4.0, "share_within_group": 26.666666666666668}, {"VisitorType": "Other", "ProductRelated_Duration": "109", "total_measure": 2.0, "share_within_group": 13.333333333333334}, {"VisitorType": "Other", "ProductRelated_Duration": "1543.5", "total_measure": 2.0, "share_within_group": 13.333333333333334}, {"VisitorType": "Other", "ProductRelated_Duration": "1666.75", "total_measure": 1.0, "share_within_group": 6.666666666666667}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..55eb12e0f4ce0a17c9afc0f7e635f85f2d0d65a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_009952ac72018b27 +-- problem_id: v2p_m6_3e09ed76c5b4ce70 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "ProductRelated_Duration", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..880d1bfb492d35042e61a93e53f18db2179d1c52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"VisitorType\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"43\", \"total_measure\": 4.0, \"share_within_group\": 26.666666666666668}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"9630.209524\", \"total_measure\": 4.0, \"share_within_group\": 26.666666666666668}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"109\", \"total_measure\": 2.0, \"share_within_group\": 13.333333333333334}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"1543.5\", \"total_measure\": 2.0, \"share_within_group\": 13.333333333333334}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"1666.75\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"539.5\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"67.66666667\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"665.5666667\", \"total_measure\": 10.0, \"share_within_group\": 1.7699115044247788}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1886.5\", \"total_measure\": 9.0, \"share_within_group\": 1.592920353982301}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"12983.78771\", \"total_measure\": 7.0, \"share_within_group\": 1.238938053097345}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1446.733333\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"160.5\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2989.494048\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"481.31\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"838.15\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"944.8\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1176.5\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"128.5\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"239.7\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"513.4666667\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"577.6\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"851.6666667\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1055.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1243.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1357.833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"138.4166667\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1679.833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"213.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2816.43881\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2839.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"328\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"333.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"376\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"385.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"4114.083333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"427.0833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"46\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"5579.315873\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"595.0095238\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"67\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"678.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"70.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"74.6\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"806.65\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"910.0809524\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"924\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"10\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1005.806061\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"101\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"124.9583333\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 64.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52048d21133751b75e47fb45b33ca2dd581962e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:58:29.808057+00:00", + "ended_at": "2026-05-04T06:58:44.748309+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_009952ac72018b27", + "problem_id": "v2p_m6_3e09ed76c5b4ce70", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "item_col": "ProductRelated_Duration", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_009952ac72018b27.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_009952ac72018b27", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 2432, + "output_tokens": 236, + "total_tokens": 23227, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 167, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14844.13, + "sql_execution_elapsed_ms_total": 64.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_009952ac72018b27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9abce3dc1e5ef1af28e2dc15bea4b3ce321be029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_009952ac72018b27/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:44.672607+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14844.13, "started_at": "2026-05-04T06:58:29.811807+00:00", "ended_at": "2026-05-04T06:58:44.655995+00:00", "prompt_metrics": {"chars": 10838, "bytes_utf8": 10838, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 685, "bytes_utf8": 685, "lines": 1, "estimated_tokens": 167}, "usage": {"input_tokens": 22991, "cached_input_tokens": 2432, "output_tokens": 236}, "stderr_preview": "2026-05-04T06:58:30.148680Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:32.749756Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Browser, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Browser", + "measure_col": "ProductRelated_Duration", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f83cbcd676d7cbfc3c9a47fbb46ea385a21407b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-056b-7853-845b-904b80152b8f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"OperatingSystems\\\",\\n \\\"medians\\\".\\\"Browser\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"stats\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stats\\\"\\n ON \\\"medians\\\".\\\"OperatingSystems\\\" = \\\"stats\\\".\\\"OperatingSystems\\\"\\n AND \\\"medians\\\".\\\"Browser\\\" = \\\"stats\\\".\\\"Browser\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\",\"notes\":\"Used the planned template bindings exactly: group_col=OperatingSystems, group_col_2=Browser, measure_col=ProductRelated_Duration. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a SQRT(AVG(x*x)-AVG(x)^2) standard deviation expression, casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22998,"cached_input_tokens":21888,"output_tokens":856}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e80055692f0b95c4f592329bad22d9224aec6279 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Browser\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Browser\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Browser\"\n),\n\"stats\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"OperatingSystems\", \"Browser\"\n)\nSELECT\n \"medians\".\"OperatingSystems\",\n \"medians\".\"Browser\",\n \"medians\".\"median_measure\",\n \"stats\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"stats\"\n ON \"medians\".\"OperatingSystems\" = \"stats\".\"OperatingSystems\"\n AND \"medians\".\"Browser\" = \"stats\".\"Browser\"\nORDER BY \"medians\".\"median_measure\" DESC;","notes":"Used the planned template bindings exactly: group_col=OperatingSystems, group_col_2=Browser, measure_col=ProductRelated_Duration. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a SQRT(AVG(x*x)-AVG(x)^2) standard deviation expression, casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ce4e091e1bdfd59defe4a25d0c689b18f438c53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:16.158631Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:18.487279Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:38.784194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fcf389cc627f4b61498464ecfc7af78b5f79e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Browser, measure_col=ProductRelated_Duration. +Result preview: [{"OperatingSystems": "3", "Browser": "1", "median_measure": 3247.644636, "measure_stddev": 0.0}, {"OperatingSystems": "2", "Browser": "1", "median_measure": 2516.826389, "measure_stddev": 1798.154460236328}, {"OperatingSystems": "6", "Browser": "5", "median_measure": 1630.972222, "measure_stddev": 487.2555174739189}, {"OperatingSystems": "4", "Browser": "4", "median_measure": 1335.737854, "measure_stddev": 0.0}, {"OperatingSystems": "2", "Browser": "3", "median_measure": 1310.636905, "measure_stddev": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9379175727e473686bfecfef4f4a54f1a08de2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/generated_sql.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_028457a7e924d3fd +-- problem_id: v2p_m6_55977cc2e6bba270 +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "OperatingSystems", + "Browser", + CAST("ProductRelated_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Browser" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "OperatingSystems", + "Browser", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Browser" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Browser" + ) AS "cnt" + FROM "typed" +), +"medians" AS ( + SELECT + "OperatingSystems", + "Browser", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Browser" +), +"stats" AS ( + SELECT + "OperatingSystems", + "Browser", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "OperatingSystems", "Browser" +) +SELECT + "medians"."OperatingSystems", + "medians"."Browser", + "medians"."median_measure", + "stats"."measure_stddev" +FROM "medians" +JOIN "stats" + ON "medians"."OperatingSystems" = "stats"."OperatingSystems" + AND "medians"."Browser" = "stats"."Browser" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0709f3e218d3416ca87c82860814f8b9d6fb4a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Browser\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Browser\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Browser\"\n),\n\"stats\" AS (\n SELECT\n \"OperatingSystems\",\n \"Browser\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"OperatingSystems\", \"Browser\"\n)\nSELECT\n \"medians\".\"OperatingSystems\",\n \"medians\".\"Browser\",\n \"medians\".\"median_measure\",\n \"stats\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"stats\"\n ON \"medians\".\"OperatingSystems\" = \"stats\".\"OperatingSystems\"\n AND \"medians\".\"Browser\" = \"stats\".\"Browser\"\nORDER BY \"medians\".\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Browser\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Browser\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"OperatingSystems\\\",\\n \\\"medians\\\".\\\"Browser\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"stats\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stats\\\"\\n ON \\\"medians\\\".\\\"OperatingSystems\\\" = \\\"stats\\\".\\\"OperatingSystems\\\"\\n AND \\\"medians\\\".\\\"Browser\\\" = \\\"stats\\\".\\\"Browser\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"Browser\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"3\", \"Browser\": \"1\", \"median_measure\": 3247.644636, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"2\", \"Browser\": \"1\", \"median_measure\": 2516.826389, \"measure_stddev\": 1798.154460236328}, {\"OperatingSystems\": \"6\", \"Browser\": \"5\", \"median_measure\": 1630.972222, \"measure_stddev\": 487.2555174739189}, {\"OperatingSystems\": \"4\", \"Browser\": \"4\", \"median_measure\": 1335.737854, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"2\", \"Browser\": \"3\", \"median_measure\": 1310.636905, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"3\", \"Browser\": \"9\", \"median_measure\": 1169.1, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"4\", \"Browser\": \"5\", \"median_measure\": 914.3333333, \"measure_stddev\": 1001.1953143132466}, {\"OperatingSystems\": \"4\", \"Browser\": \"2\", \"median_measure\": 889.23690475, \"measure_stddev\": 1725.2540844777059}, {\"OperatingSystems\": \"2\", \"Browser\": \"6\", \"median_measure\": 809.1666667, \"measure_stddev\": 1655.3461623881578}, {\"OperatingSystems\": \"1\", \"Browser\": \"6\", \"median_measure\": 762.8, \"measure_stddev\": 893.4153367583298}, {\"OperatingSystems\": \"2\", \"Browser\": \"2\", \"median_measure\": 744.8, \"measure_stddev\": 2390.8100350580094}, {\"OperatingSystems\": \"2\", \"Browser\": \"12\", \"median_measure\": 731.03373015, \"measure_stddev\": 386.05600540037386}, {\"OperatingSystems\": \"2\", \"Browser\": \"5\", \"median_measure\": 662.08333335, \"measure_stddev\": 1720.8035297487359}, {\"OperatingSystems\": \"6\", \"Browser\": \"2\", \"median_measure\": 650.25, \"measure_stddev\": 1670.9861316805411}, {\"OperatingSystems\": \"4\", \"Browser\": \"1\", \"median_measure\": 641.5, \"measure_stddev\": 1641.7868186773972}, {\"OperatingSystems\": \"1\", \"Browser\": \"2\", \"median_measure\": 629.7938095, \"measure_stddev\": 1693.2111716786767}, {\"OperatingSystems\": \"2\", \"Browser\": \"10\", \"median_measure\": 618.375, \"measure_stddev\": 1890.240571445198}, {\"OperatingSystems\": \"2\", \"Browser\": \"4\", \"median_measure\": 610.5, \"measure_stddev\": 1792.5573063890827}, {\"OperatingSystems\": \"3\", \"Browser\": \"2\", \"median_measure\": 489.85833334999995, \"measure_stddev\": 1383.1524196842986}, {\"OperatingSystems\": \"5\", \"Browser\": \"11\", \"median_measure\": 484.50416665, \"measure_stddev\": 755.8985942994776}, {\"OperatingSystems\": \"2\", \"Browser\": \"7\", \"median_measure\": 481.6666667, \"measure_stddev\": 1340.2662300171303}, {\"OperatingSystems\": \"1\", \"Browser\": \"10\", \"median_measure\": 475.6666667, \"measure_stddev\": 224.20235304204817}, {\"OperatingSystems\": \"3\", \"Browser\": \"7\", \"median_measure\": 473.5, \"measure_stddev\": 815.4839752649588}, {\"OperatingSystems\": \"1\", \"Browser\": \"1\", \"median_measure\": 439.8333333, \"measure_stddev\": 1263.4230306718114}, {\"OperatingSystems\": \"3\", \"Browser\": \"12\", \"median_measure\": 437.54166665, \"measure_stddev\": 600.193584328777}, {\"OperatingSystems\": \"7\", \"Browser\": \"1\", \"median_measure\": 436.5, \"measure_stddev\": 1399.3713347130358}, {\"OperatingSystems\": \"3\", \"Browser\": \"3\", \"median_measure\": 432.41666665, \"measure_stddev\": 778.9529106923327}, {\"OperatingSystems\": \"8\", \"Browser\": \"1\", \"median_measure\": 416.325, \"measure_stddev\": 422.43695823229706}, {\"OperatingSystems\": \"1\", \"Browser\": \"5\", \"median_measure\": 399.8, \"measure_stddev\": 748.5824039850394}, {\"OperatingSystems\": \"1\", \"Browser\": \"8\", \"median_measure\": 398.6944444, \"measure_stddev\": 848.7795253511841}, {\"OperatingSystems\": \"3\", \"Browser\": \"13\", \"median_measure\": 316.25, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"Browser\": \"13\", \"median_measure\": 303.5, \"measure_stddev\": 1473.8940512523784}, {\"OperatingSystems\": \"3\", \"Browser\": \"6\", \"median_measure\": 294.7, \"measure_stddev\": 519.8573326872706}, {\"OperatingSystems\": \"8\", \"Browser\": \"2\", \"median_measure\": 271.5, \"measure_stddev\": 451.01999083302076}, {\"OperatingSystems\": \"1\", \"Browser\": \"4\", \"median_measure\": 264.25, \"measure_stddev\": 573.6245668626952}, {\"OperatingSystems\": \"8\", \"Browser\": \"5\", \"median_measure\": 241.63333335, \"measure_stddev\": 241.63333335}, {\"OperatingSystems\": \"2\", \"Browser\": \"13\", \"median_measure\": 172.0, \"measure_stddev\": 370.095596261418}, {\"OperatingSystems\": \"4\", \"Browser\": \"6\", \"median_measure\": 124.75, \"measure_stddev\": 810.999784897134}, {\"OperatingSystems\": \"3\", \"Browser\": \"5\", \"median_measure\": 57.75, \"measure_stddev\": 396.86672020624223}, {\"OperatingSystems\": \"1\", \"Browser\": \"13\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"6\", \"Browser\": \"7\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"Browser\": \"6\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 42, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 83.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17d50fa4396a2d9e98895ced4f9dffa412ca4d95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:19:15.929702+00:00", + "ended_at": "2026-05-04T07:19:39.875144+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_028457a7e924d3fd", + "problem_id": "v2p_m6_55977cc2e6bba270", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Browser, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Browser", + "measure_col": "ProductRelated_Duration", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_028457a7e924d3fd.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_028457a7e924d3fd", + "api_calls": 0, + "input_tokens": 22998, + "cached_input_tokens": 21888, + "output_tokens": 856, + "total_tokens": 23854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2907, + "estimated_output_tokens": 539, + "estimated_total_tokens": 3446, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23817.2, + "sql_execution_elapsed_ms_total": 83.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_028457a7e924d3fd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f25af29c32c569de3e732c1a24714750089d311 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_028457a7e924d3fd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:39.772847+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23817.2, "started_at": "2026-05-04T07:19:15.935144+00:00", "ended_at": "2026-05-04T07:19:39.752317+00:00", "prompt_metrics": {"chars": 10843, "bytes_utf8": 10843, "lines": 314, "estimated_tokens": 2907}, "response_metrics": {"chars": 1915, "bytes_utf8": 1915, "lines": 1, "estimated_tokens": 539}, "usage": {"input_tokens": 22998, "cached_input_tokens": 21888, "output_tokens": 856}, "stderr_preview": "2026-05-04T07:19:16.158631Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:18.487279Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=TrafficType.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..380287bd745f3468e77e8a107fea3f287a1f9b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-470f-7373-96ac-a2138c8e6768"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the percentile template for SQLite by approximating the 95th percentile per \\\"Weekend\\\" group with window functions and numeric casting, since PERCENTILE_CONT is not supported and \\\"TrafficType\\\" is stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":19840,"output_tokens":448}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96d663ac622c90614659a9aa0cad1fbb5b040d86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point.\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n)\nSELECT\n \"Weekend\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"Weekend\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the percentile template for SQLite by approximating the 95th percentile per \"Weekend\" group with window functions and numeric casting, since PERCENTILE_CONT is not supported and \"TrafficType\" is stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fae938458f65eedd1fcc3835c31b52924dc3c366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:55.087324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:57.421941Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:11.882619Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..92dd2d576db47f7ecd3d90793f0ed800cc6139f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=TrafficType. +Result preview: [{"Weekend": "TRUE", "percentile_measure": 13.0}, {"Weekend": "FALSE", "percentile_measure": 13.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7657757848e7699f79379fd1024403ae7f88832 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/generated_sql.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_04be1e1e0742311f +-- problem_id: v2p_m6_a1ac709f557a5851 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "TrafficType" IS NOT NULL +) +SELECT + "Weekend", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "Weekend" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb539945218f4ecf507c62e7ff4231f132eb5a36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point.\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n)\nSELECT\n \"Weekend\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\nGROUP BY \"Weekend\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point.\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"percentile_measure\"], \"rows\": [{\"Weekend\": \"TRUE\", \"percentile_measure\": 13.0}, {\"Weekend\": \"FALSE\", \"percentile_measure\": 13.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8d2024601f6ba7483c86ec2b1a046e6ec142426f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:23:54.876358+00:00", + "ended_at": "2026-05-04T07:24:12.795228+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_04be1e1e0742311f", + "problem_id": "v2p_m6_a1ac709f557a5851", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=TrafficType.", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_04be1e1e0742311f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_04be1e1e0742311f", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 448, + "total_tokens": 23354, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 238, + "estimated_total_tokens": 3053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17831.76, + "sql_execution_elapsed_ms_total": 49.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_04be1e1e0742311f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd9758555b2232206e62dedeb34c27bf56dc66b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:12.736001+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17831.76, "started_at": "2026-05-04T07:23:54.884809+00:00", "ended_at": "2026-05-04T07:24:12.716195+00:00", "prompt_metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 878, "bytes_utf8": 878, "lines": 1, "estimated_tokens": 238}, "usage": {"input_tokens": 22906, "cached_input_tokens": 19840, "output_tokens": 448}, "stderr_preview": "2026-05-04T07:23:55.087324Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:57.421941Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the percentile template for SQLite by approximating the 95th percentile per \\\"Weekend\\\" group with window functions and numeric casting, since PERCENTILE_CONT is not supported and \\\"TrafficType\\\" is stored as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f3cdcfbae50dc6c2ffcb8973e16353774477afe1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_04be1e1e0742311f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_04be1e1e0742311f", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 448, + "total_tokens": 23354, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 238, + "estimated_total_tokens": 3053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17831.76, + "sql_execution_elapsed_ms_total": 49.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_04be1e1e0742311f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2373754df6e1bf31d0bc6a4c0ceafc9c7fafab78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1940, "bytes_utf8": 1940, "lines": 1, "estimated_tokens": 620}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3968, "output_tokens": 716}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 12446, "bytes_utf8": 12446, "lines": 316, "estimated_tokens": 3419}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 295}, "usage": {"input_tokens": 23510, "cached_input_tokens": 19840, "output_tokens": 436}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d00c1df877a82fb625b44a9beff8a2e65afcefe0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_087e6fe4108103d1", + "api_calls": 0, + "input_tokens": 46416, + "cached_input_tokens": 23808, + "output_tokens": 1152, + "total_tokens": 47568, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6234, + "estimated_output_tokens": 915, + "estimated_total_tokens": 7149, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40291.92, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_087e6fe4108103d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b645b349fca030643b76c94b3d84028f075c0513 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:22:20.771394+00:00", + "ended_at": "2026-05-04T07:22:42.695946+00:00", + "elapsed_ms": 21925.36, + "prompt_metrics": { + "chars": 10578, + "bytes_utf8": 10578, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 2529, + "bytes_utf8": 2529, + "lines": 4, + "estimated_tokens": 892 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1940, + "bytes_utf8": 1940, + "lines": 1, + "estimated_tokens": 620 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 3968, + "output_tokens": 716 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3708c17b03f5f2dd72240117fd66038f9afffca5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:22:52.813602+00:00", + "ended_at": "2026-05-04T07:23:11.180302+00:00", + "elapsed_ms": 18366.56, + "prompt_metrics": { + "chars": 12446, + "bytes_utf8": 12446, + "lines": 316, + "estimated_tokens": 3419 + }, + "stdout_metrics": { + "chars": 1487, + "bytes_utf8": 1487, + "lines": 4, + "estimated_tokens": 474 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1044, + "bytes_utf8": 1044, + "lines": 1, + "estimated_tokens": 295 + }, + "usage": { + "input_tokens": 23510, + "cached_input_tokens": 19840, + "output_tokens": 436 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..683362a193f9eed7df9e7a1d17f267d0b6420f59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bdfcdd6f0467aaae2c47ce77775ca58289dfd14d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"VisitorType\",\n \"Region_value\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.95) + 1) = CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n t.\"VisitorType\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"Region_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"Region_value\" END) AS \"upper_value\",\n MAX(t.\"target_pos\") AS \"target_pos\",\n MAX(t.\"lower_rn\") AS \"lower_rn\"\n FROM \"target_rows\" t\n JOIN \"ranked\" r\n ON r.\"VisitorType\" = t.\"VisitorType\"\n GROUP BY t.\"VisitorType\"\n)\nSELECT\n \"VisitorType\",\n CASE\n WHEN \"lower_value\" IS NULL THEN NULL\n WHEN \"upper_value\" IS NULL OR \"lower_rn\" = \"target_pos\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "interrupted", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..95faf25e8979c1b7f1d3e3e368de5ec27a73a0b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-d776-7a72-bf3c-e037a5ce3fa3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Region_value\\\",\\n \\\"cnt\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1 AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN (((\\\"cnt\\\" - 1) * 0.95) + 1) = CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER)\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER)\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"percentile_bounds\\\" AS (\\n SELECT\\n t.\\\"VisitorType\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"Region_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"Region_value\\\" END) AS \\\"upper_value\\\",\\n MAX(t.\\\"target_pos\\\") AS \\\"target_pos\\\",\\n MAX(t.\\\"lower_rn\\\") AS \\\"lower_rn\\\"\\n FROM \\\"target_rows\\\" t\\n JOIN \\\"ranked\\\" r\\n ON r.\\\"VisitorType\\\" = t.\\\"VisitorType\\\"\\n GROUP BY t.\\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n CASE\\n WHEN \\\"lower_value\\\" IS NULL THEN NULL\\n WHEN \\\"upper_value\\\" IS NULL OR \\\"lower_rn\\\" = \\\"target_pos\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 percentile for each \\\"VisitorType\\\" using window functions and linear interpolation over CAST(\\\"Region\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":3968,"output_tokens":716}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71d6463baa97974a5b55d4fd9a2c7a12db46572d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"VisitorType\",\n \"Region_value\",\n \"cnt\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN (((\"cnt\" - 1) * 0.95) + 1) = CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"percentile_bounds\" AS (\n SELECT\n t.\"VisitorType\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"Region_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"Region_value\" END) AS \"upper_value\",\n MAX(t.\"target_pos\") AS \"target_pos\",\n MAX(t.\"lower_rn\") AS \"lower_rn\"\n FROM \"target_rows\" t\n JOIN \"ranked\" r\n ON r.\"VisitorType\" = t.\"VisitorType\"\n GROUP BY t.\"VisitorType\"\n)\nSELECT\n \"VisitorType\",\n CASE\n WHEN \"lower_value\" IS NULL THEN NULL\n WHEN \"upper_value\" IS NULL OR \"lower_rn\" = \"target_pos\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"percentile_bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query emulates the 0.95 percentile for each \"VisitorType\" using window functions and linear interpolation over CAST(\"Region\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..89a388701704fb1e739ad54434c5a5b6d16f38d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-5495-7071-83a4-e9254ad7f9e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Region_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"scored\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired by replacing the expensive interpolated percentile emulation with a simpler nearest-rank 95th percentile per VisitorType using SQLite window functions on the single table and casting \\\"Region\\\" to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23510,"cached_input_tokens":19840,"output_tokens":436}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5daaa8f5c3318684a654bfe5f58f855d4b6770b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"VisitorType\",\n \"Region_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"Region_value\") AS \"percentile_measure\"\nFROM \"scored\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"VisitorType\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired by replacing the expensive interpolated percentile emulation with a simpler nearest-rank 95th percentile per VisitorType using SQLite window functions on the single table and casting \"Region\" to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..486e4d9f40e3f1b344d2e6e22f84c3bd4c36a93f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:20.971094Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:23.281601Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:41.898770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..875479ecc41a2cbac6fb4dbe566f906f20ba7a95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:22:53.032609Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:22:55.255574Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:10.538732Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..578c7ea35e0a7bf3bac354f5c24621723ac31ddf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region. +Result preview: [{"VisitorType": "Other", "percentile_measure": 9.0}, {"VisitorType": "New_Visitor", "percentile_measure": 9.0}, {"VisitorType": "Returning_Visitor", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15285343a77372fca6e633bfcd3d067baea00352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/generated_sql.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_087e6fe4108103d1 +-- problem_id: v2p_m6_4471aff1ccd8706b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region_value", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Region" IS NOT NULL +), +"target_rows" AS ( + SELECT + "VisitorType", + "Region_value", + "cnt", + (("cnt" - 1) * 0.95) + 1 AS "target_pos", + CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) AS "lower_rn", + CASE + WHEN ((("cnt" - 1) * 0.95) + 1) = CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + THEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + ELSE CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"percentile_bounds" AS ( + SELECT + t."VisitorType", + MAX(CASE WHEN r."rn" = t."lower_rn" THEN r."Region_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = t."upper_rn" THEN r."Region_value" END) AS "upper_value", + MAX(t."target_pos") AS "target_pos", + MAX(t."lower_rn") AS "lower_rn" + FROM "target_rows" t + JOIN "ranked" r + ON r."VisitorType" = t."VisitorType" + GROUP BY t."VisitorType" +) +SELECT + "VisitorType", + CASE + WHEN "lower_value" IS NULL THEN NULL + WHEN "upper_value" IS NULL OR "lower_rn" = "target_pos" THEN "lower_value" + ELSE "lower_value" + ("target_pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "percentile_bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab26429923b17dedd3e8d7cf8f68af7dc7a625d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"scored\" AS (\n SELECT\n \"VisitorType\",\n \"Region_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"Region_value\") AS \"percentile_measure\"\nFROM \"scored\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"VisitorType\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"scored\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"Region_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"scored\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"VisitorType\", \"percentile_measure\"], \"rows\": [{\"VisitorType\": \"Other\", \"percentile_measure\": 9.0}, {\"VisitorType\": \"New_Visitor\", \"percentile_measure\": 9.0}, {\"VisitorType\": \"Returning_Visitor\", \"percentile_measure\": 8.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c75aa8779d1a027788727ecdd87e05df558bfc1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:22:20.767518+00:00", + "ended_at": "2026-05-04T07:23:11.279033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_087e6fe4108103d1", + "problem_id": "v2p_m6_4471aff1ccd8706b", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Region.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_087e6fe4108103d1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_087e6fe4108103d1", + "api_calls": 0, + "input_tokens": 46416, + "cached_input_tokens": 23808, + "output_tokens": 1152, + "total_tokens": 47568, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6234, + "estimated_output_tokens": 915, + "estimated_total_tokens": 7149, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40291.92, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_087e6fe4108103d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f037435508487d7164b4ef34799a3fcbd24ada0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:22:42.719681+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21925.36, "started_at": "2026-05-04T07:22:20.771394+00:00", "ended_at": "2026-05-04T07:22:42.695946+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 1940, "bytes_utf8": 1940, "lines": 1, "estimated_tokens": 620}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3968, "output_tokens": 716}, "stderr_preview": "2026-05-04T07:22:20.971094Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:22:23.281601Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired by replacing the expensive interpolated percentile emulation with a simpler nearest-rank 95th percentile per VisitorType using SQLite window functions on the si"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4c986e5d59790575db30cdd4d33cbd4300f6fe95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_087e6fe4108103d1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_087e6fe4108103d1", + "api_calls": 0, + "input_tokens": 46416, + "cached_input_tokens": 23808, + "output_tokens": 1152, + "total_tokens": 47568, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6234, + "estimated_output_tokens": 915, + "estimated_total_tokens": 7149, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40291.92, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_087e6fe4108103d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9d94628cc4616d1e1f2e37fd31c1e147e1945ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PageValues": "0", "support": 9600, "avg_response": 0.35302083333333334}, {"PageValues": "53.988", "support": 6, "avg_response": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf24912f236b196d17a65c754f2a8e6983d04117 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_08c8fe3766ab5b10 +-- problem_id: v2p_m6_3c9bafd4ba338709 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b47b9d24952128e0b75d1142aa72e49482531399 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_08c8fe3766ab5b10\n-- problem_id: v2p_m6_3c9bafd4ba338709\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_08c8fe3766ab5b10\\n-- problem_id: v2p_m6_3c9bafd4ba338709\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 0.35302083333333334}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ffc9cf66bbca2f83e8a731cb28f97530496e8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.033212+00:00", + "ended_at": "2026-05-04T07:38:30.048163+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_08c8fe3766ab5b10", + "problem_id": "v2p_m6_3c9bafd4ba338709", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_08c8fe3766ab5b10.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_08c8fe3766ab5b10/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e70e73ba8bcf6a576db34bf81d3f8c7cb776e33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2901}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1558, "bytes_utf8": 1558, "lines": 1, "estimated_tokens": 461}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 678}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6d39642975e1f7751fe1a0b50ff9909e6f0b465f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a09a7b661661c44", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 678, + "total_tokens": 23670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 461, + "estimated_total_tokens": 3362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22200.51, + "sql_execution_elapsed_ms_total": 79.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a09a7b661661c44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f2e7149edf5d344b213c7bc75e50d8aed69afd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:19:39.882841+00:00", + "ended_at": "2026-05-04T07:20:02.083480+00:00", + "elapsed_ms": 22200.51, + "prompt_metrics": { + "chars": 10816, + "bytes_utf8": 10816, + "lines": 314, + "estimated_tokens": 2901 + }, + "stdout_metrics": { + "chars": 2086, + "bytes_utf8": 2086, + "lines": 4, + "estimated_tokens": 701 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1558, + "bytes_utf8": 1558, + "lines": 1, + "estimated_tokens": 461 + }, + "usage": { + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 678 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2dd77f07e32a86964f3d0f830c975f826db83e9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Region", + "measure_col": "BounceRates", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf88bd6c9528591872cddd862fcf51a5398cd334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-62e4-75e3-988d-1664b9cadbed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"median_by_group\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n),\\n\\\"stddev_by_group\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\\\"BounceRates\\\" AS REAL) * CAST(\\\"BounceRates\\\" AS REAL)) - AVG(CAST(\\\"BounceRates\\\" AS REAL)) * AVG(CAST(\\\"BounceRates\\\" AS REAL)))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n)\\nSELECT\\n m.\\\"OperatingSystems\\\",\\n m.\\\"Region\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_by_group\\\" AS m\\nJOIN \\\"stddev_by_group\\\" AS s\\n ON m.\\\"OperatingSystems\\\" = s.\\\"OperatingSystems\\\"\\n AND m.\\\"Region\\\" = s.\\\"Region\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned template for SQLite by emulating median with window functions and replacing STDDEV() with SQRT(AVG(x*x) - AVG(x)*AVG(x)) over CAST(\\\"BounceRates\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":21888,"output_tokens":678}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dff77a613e9cf233eed7937d2df7cab3455eb37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"median_by_group\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Region\"\n),\n\"stddev_by_group\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\"BounceRates\" AS REAL) * CAST(\"BounceRates\" AS REAL)) - AVG(CAST(\"BounceRates\" AS REAL)) * AVG(CAST(\"BounceRates\" AS REAL)))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"OperatingSystems\", \"Region\"\n)\nSELECT\n m.\"OperatingSystems\",\n m.\"Region\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_by_group\" AS m\nJOIN \"stddev_by_group\" AS s\n ON m.\"OperatingSystems\" = s.\"OperatingSystems\"\n AND m.\"Region\" = s.\"Region\"\nORDER BY m.\"median_measure\" DESC;","notes":"Adapted the planned template for SQLite by emulating median with window functions and replacing STDDEV() with SQRT(AVG(x*x) - AVG(x)*AVG(x)) over CAST(\"BounceRates\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..741cefe268338ba0d0eb9eca9515561d0c107dc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:19:40.128246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:19:42.417154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:01.343052Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d09001ee6801000f3dd74d80c92c959aa723f34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates. +Result preview: [{"OperatingSystems": "8", "Region": "2", "median_measure": 0.2, "measure_stddev": 0.0}, {"OperatingSystems": "8", "Region": "6", "median_measure": 0.2, "measure_stddev": 0.0}, {"OperatingSystems": "5", "Region": "4", "median_measure": 0.0392857145, "measure_stddev": 0.010714285500000004}, {"OperatingSystems": "7", "Region": "6", "median_measure": 0.028611111499999998, "measure_stddev": 0.0130555555}, {"OperatingSystems": "6", "Region": "3", "median_measure": 0.0277777775, "measure_stddev": 0.08690439069998436}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e86bcff9ef86701bcce9901753c43c0efd51fdc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/generated_sql.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0a09a7b661661c44 +-- problem_id: v2p_m6_86ed561b27e94e92 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "Region", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Region" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Region" + ) AS "cnt" + FROM "m6" +), +"median_by_group" AS ( + SELECT + "OperatingSystems", + "Region", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Region" +), +"stddev_by_group" AS ( + SELECT + "OperatingSystems", + "Region", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST("BounceRates" AS REAL) * CAST("BounceRates" AS REAL)) - AVG(CAST("BounceRates" AS REAL)) * AVG(CAST("BounceRates" AS REAL))) + ELSE 0.0 + END AS "measure_stddev" + FROM "m6" + GROUP BY "OperatingSystems", "Region" +) +SELECT + m."OperatingSystems", + m."Region", + m."median_measure", + s."measure_stddev" +FROM "median_by_group" AS m +JOIN "stddev_by_group" AS s + ON m."OperatingSystems" = s."OperatingSystems" + AND m."Region" = s."Region" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dde91aa13f53aeabe14c214c3c8b74ac83aabf2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"median_by_group\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Region\"\n),\n\"stddev_by_group\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\"BounceRates\" AS REAL) * CAST(\"BounceRates\" AS REAL)) - AVG(CAST(\"BounceRates\" AS REAL)) * AVG(CAST(\"BounceRates\" AS REAL)))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"OperatingSystems\", \"Region\"\n)\nSELECT\n m.\"OperatingSystems\",\n m.\"Region\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_by_group\" AS m\nJOIN \"stddev_by_group\" AS s\n ON m.\"OperatingSystems\" = s.\"OperatingSystems\"\n AND m.\"Region\" = s.\"Region\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"median_by_group\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n),\\n\\\"stddev_by_group\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\\\"BounceRates\\\" AS REAL) * CAST(\\\"BounceRates\\\" AS REAL)) - AVG(CAST(\\\"BounceRates\\\" AS REAL)) * AVG(CAST(\\\"BounceRates\\\" AS REAL)))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n)\\nSELECT\\n m.\\\"OperatingSystems\\\",\\n m.\\\"Region\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_by_group\\\" AS m\\nJOIN \\\"stddev_by_group\\\" AS s\\n ON m.\\\"OperatingSystems\\\" = s.\\\"OperatingSystems\\\"\\n AND m.\\\"Region\\\" = s.\\\"Region\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"Region\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"8\", \"Region\": \"2\", \"median_measure\": 0.2, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"Region\": \"6\", \"median_measure\": 0.2, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"5\", \"Region\": \"4\", \"median_measure\": 0.0392857145, \"measure_stddev\": 0.010714285500000004}, {\"OperatingSystems\": \"7\", \"Region\": \"6\", \"median_measure\": 0.028611111499999998, \"measure_stddev\": 0.0130555555}, {\"OperatingSystems\": \"6\", \"Region\": \"3\", \"median_measure\": 0.0277777775, \"measure_stddev\": 0.08690439069998436}, {\"OperatingSystems\": \"7\", \"Region\": \"1\", \"median_measure\": 0.021212121, \"measure_stddev\": 0.08970015468501298}, {\"OperatingSystems\": \"3\", \"Region\": \"2\", \"median_measure\": 0.014208908999999999, \"measure_stddev\": 0.05437038001869261}, {\"OperatingSystems\": \"3\", \"Region\": \"3\", \"median_measure\": 0.012422839500000001, \"measure_stddev\": 0.05952030175888069}, {\"OperatingSystems\": \"3\", \"Region\": \"6\", \"median_measure\": 0.012304031, \"measure_stddev\": 0.05499819147744388}, {\"OperatingSystems\": \"3\", \"Region\": \"1\", \"median_measure\": 0.010769231, \"measure_stddev\": 0.05130056862829407}, {\"OperatingSystems\": \"3\", \"Region\": \"4\", \"median_measure\": 0.010526316, \"measure_stddev\": 0.05616805946020323}, {\"OperatingSystems\": \"3\", \"Region\": \"9\", \"median_measure\": 0.010526316, \"measure_stddev\": 0.07081271968048931}, {\"OperatingSystems\": \"3\", \"Region\": \"7\", \"median_measure\": 0.009090909, \"measure_stddev\": 0.06450341812327441}, {\"OperatingSystems\": \"3\", \"Region\": \"5\", \"median_measure\": 0.008712121, \"measure_stddev\": 0.05201031289656547}, {\"OperatingSystems\": \"3\", \"Region\": \"8\", \"median_measure\": 0.008247423, \"measure_stddev\": 0.03493220713265739}, {\"OperatingSystems\": \"6\", \"Region\": \"1\", \"median_measure\": 0.0075, \"measure_stddev\": 0.0075}, {\"OperatingSystems\": \"1\", \"Region\": \"3\", \"median_measure\": 0.005882353, \"measure_stddev\": 0.054803220914867466}, {\"OperatingSystems\": \"1\", \"Region\": \"1\", \"median_measure\": 0.0052457675, \"measure_stddev\": 0.053213411016024774}, {\"OperatingSystems\": \"1\", \"Region\": \"2\", \"median_measure\": 0.005128205, \"measure_stddev\": 0.05151569921189624}, {\"OperatingSystems\": \"1\", \"Region\": \"8\", \"median_measure\": 0.004255319, \"measure_stddev\": 0.05583128867580617}, {\"OperatingSystems\": \"1\", \"Region\": \"4\", \"median_measure\": 0.0042147295, \"measure_stddev\": 0.060474099909306314}, {\"OperatingSystems\": \"1\", \"Region\": \"7\", \"median_measure\": 0.003958333499999999, \"measure_stddev\": 0.05507300804148092}, {\"OperatingSystems\": \"1\", \"Region\": \"6\", \"median_measure\": 0.003209393, \"measure_stddev\": 0.04812054066363625}, {\"OperatingSystems\": \"4\", \"Region\": \"4\", \"median_measure\": 0.002439024, \"measure_stddev\": 0.032821863271541366}, {\"OperatingSystems\": \"2\", \"Region\": \"6\", \"median_measure\": 0.0018872939999999999, \"measure_stddev\": 0.04419648819580738}, {\"OperatingSystems\": \"2\", \"Region\": \"3\", \"median_measure\": 0.0015810525, \"measure_stddev\": 0.03697600233892356}, {\"OperatingSystems\": \"1\", \"Region\": \"5\", \"median_measure\": 0.0014492755, \"measure_stddev\": 0.06052935785925294}, {\"OperatingSystems\": \"4\", \"Region\": \"8\", \"median_measure\": 0.00130719, \"measure_stddev\": 0.005307073628222346}, {\"OperatingSystems\": \"2\", \"Region\": \"2\", \"median_measure\": 0.0010757664999999999, \"measure_stddev\": 0.0451092839912625}, {\"OperatingSystems\": \"7\", \"Region\": \"2\", \"median_measure\": 0.001075269, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"2\", \"Region\": \"1\", \"median_measure\": 0.000934661, \"measure_stddev\": 0.04434240767790804}, {\"OperatingSystems\": \"4\", \"Region\": \"9\", \"median_measure\": 0.000303241, \"measure_stddev\": 0.03692286913941575}, {\"OperatingSystems\": \"1\", \"Region\": \"9\", \"median_measure\": 0.0, \"measure_stddev\": 0.06863541058885511}, {\"OperatingSystems\": \"2\", \"Region\": \"4\", \"median_measure\": 0.0, \"measure_stddev\": 0.0399292467138174}, {\"OperatingSystems\": \"2\", \"Region\": \"5\", \"median_measure\": 0.0, \"measure_stddev\": 0.04354026204772328}, {\"OperatingSystems\": \"2\", \"Region\": \"7\", \"median_measure\": 0.0, \"measure_stddev\": 0.040650923894261046}, {\"OperatingSystems\": \"2\", \"Region\": \"8\", \"median_measure\": 0.0, \"measure_stddev\": 0.04248250056138102}, {\"OperatingSystems\": \"2\", \"Region\": \"9\", \"median_measure\": 0.0, \"measure_stddev\": 0.03750650173574104}, {\"OperatingSystems\": \"4\", \"Region\": \"1\", \"median_measure\": 0.0, \"measure_stddev\": 0.04237556440896386}, {\"OperatingSystems\": \"4\", \"Region\": \"2\", \"median_measure\": 0.0, \"measure_stddev\": 0.046912916396287946}, {\"OperatingSystems\": \"4\", \"Region\": \"3\", \"median_measure\": 0.0, \"measure_stddev\": 0.029381484788399623}, {\"OperatingSystems\": \"4\", \"Region\": \"5\", \"median_measure\": 0.0, \"measure_stddev\": 0.008922170380665086}, {\"OperatingSystems\": \"4\", \"Region\": \"6\", \"median_measure\": 0.0, \"measure_stddev\": 0.006174679042774794}, {\"OperatingSystems\": \"4\", \"Region\": \"7\", \"median_measure\": 0.0, \"measure_stddev\": 0.007224991625317541}, {\"OperatingSystems\": \"5\", \"Region\": \"1\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"5\", \"Region\": \"8\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"6\", \"Region\": \"2\", \"median_measure\": 0.0, \"measure_stddev\": 0.002244783544577418}, {\"OperatingSystems\": \"6\", \"Region\": \"4\", \"median_measure\": 0.0, \"measure_stddev\": 0.0036380100157604846}, {\"OperatingSystems\": \"6\", \"Region\": \"9\", \"median_measure\": 0.0, \"measure_stddev\": 0.09428090415820635}, {\"OperatingSystems\": \"7\", \"Region\": \"3\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 79.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..782c994a088b027503dabf56ecfac30d093389c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:19:39.877299+00:00", + "ended_at": "2026-05-04T07:20:02.193369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0a09a7b661661c44", + "problem_id": "v2p_m6_86ed561b27e94e92", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Region", + "measure_col": "BounceRates", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0a09a7b661661c44.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a09a7b661661c44", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 678, + "total_tokens": 23670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 461, + "estimated_total_tokens": 3362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22200.51, + "sql_execution_elapsed_ms_total": 79.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a09a7b661661c44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..603c044dbbb8ed7dd3cd41609a061f38725c2c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:02.103081+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22200.51, "started_at": "2026-05-04T07:19:39.882841+00:00", "ended_at": "2026-05-04T07:20:02.083480+00:00", "prompt_metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 1558, "bytes_utf8": 1558, "lines": 1, "estimated_tokens": 461}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 678}, "stderr_preview": "2026-05-04T07:19:40.128246Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:19:42.417154Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(AVG(CAST(\\\"BounceRates\\\" AS REAL) * CAST(\\\"BounceRates\\\" AS REAL)) - AVG(CAST(\\\"BounceRates\\\" AS REAL)) * AVG(CAST(\\\"BounceRates\\\" AS REAL)))\\n ELSE 0.0\\n END AS "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24d0a02e7ae277c8b102735e6c11e6a4df03c46d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a09a7b661661c44/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a09a7b661661c44", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 678, + "total_tokens": 23670, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 461, + "estimated_total_tokens": 3362, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22200.51, + "sql_execution_elapsed_ms_total": 79.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a09a7b661661c44\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f64f2e2950a3c73b6e8969784b703a5ec91625a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10646, "bytes_utf8": 10646, "lines": 315, "estimated_tokens": 2838}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22929, "cached_input_tokens": 21888, "output_tokens": 182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a81f2450d7e72f71c8f399331bb1b4c69e059e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a52bc6f0539e87e", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11514.51, + "sql_execution_elapsed_ms_total": 9.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a52bc6f0539e87e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e8a62819cd0e530ce0a1faafb948b11149ea40da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:52:35.169251+00:00", + "ended_at": "2026-05-04T06:52:46.683286+00:00", + "elapsed_ms": 11514.51, + "prompt_metrics": { + "chars": 10646, + "bytes_utf8": 10646, + "lines": 315, + "estimated_tokens": 2838 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 427, + "bytes_utf8": 427, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22929, + "cached_input_tokens": 21888, + "output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a4af32f55f2b5ac61c8c9a0446fda5e8de7d938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30351124aff45e22e0633c4185c84923f754993b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-9873-77b2-a2fc-938760322d01"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"SpecialDay\\\" and condition_col=\\\"Weekend\\\", measuring the share of rows where Weekend='FALSE' within each SpecialDay group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d34beae8fad171b8db66645255949d03df7177e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"SpecialDay\" and condition_col=\"Weekend\", measuring the share of rows where Weekend='FALSE' within each SpecialDay group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d8dead3a7dcf1a86629bf8ba2bbf8623eb99937 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:35.374398Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:37.891149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:45.875216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..27b713a1b0a017d59e2a806084280811f1590b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend. +Result preview: [{"SpecialDay": "0.6", "condition_rate": 1.0}, {"SpecialDay": "0.4", "condition_rate": 1.0}, {"SpecialDay": "0.2", "condition_rate": 1.0}, {"SpecialDay": "0.8", "condition_rate": 0.9815384615384616}, {"SpecialDay": "0", "condition_rate": 0.7555736077263291}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80aa6bee171010ae335c91ddc2a95466a5cf91b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_0a52bc6f0539e87e +-- problem_id: v2p_m6_fcdd84111a61ecc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e917be1e9835d3f846d0905f672bc153dda3398f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"SpecialDay\", \"condition_rate\"], \"rows\": [{\"SpecialDay\": \"0.6\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.4\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.2\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0.8\", \"condition_rate\": 0.9815384615384616}, {\"SpecialDay\": \"0\", \"condition_rate\": 0.7555736077263291}, {\"SpecialDay\": \"1\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db51f49cc4c3aaae9c6ebeb3f9332e3e595ee087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:52:35.165476+00:00", + "ended_at": "2026-05-04T06:52:46.745687+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0a52bc6f0539e87e", + "problem_id": "v2p_m6_fcdd84111a61ecc1", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, condition_col=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0a52bc6f0539e87e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a52bc6f0539e87e", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23111, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11514.51, + "sql_execution_elapsed_ms_total": 9.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a52bc6f0539e87e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0d8dab65058fe0dc584bb0e6e65f41f096edab8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a52bc6f0539e87e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:46.710801+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11514.51, "started_at": "2026-05-04T06:52:35.169251+00:00", "ended_at": "2026-05-04T06:52:46.683286+00:00", "prompt_metrics": {"chars": 10646, "bytes_utf8": 10646, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22929, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T06:52:35.374398Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:37.891149Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=Region.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Month", + "measure_col": "Region", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..59da5328091bbd228936e60597f554b6b8a52d87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-cfe5-7891-ad20-a3ab7fe88065"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Month\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING SUM(CAST(\\\"Region\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"Month\\\" and measure_col=\\\"Region\\\". CAST to REAL is applied because the SQLite schema stores \\\"Region\\\" as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b96384dc2471456bfbebd79174e55a4468d2d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Month\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING SUM(CAST(\"Region\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"Month\" and measure_col=\"Region\". CAST to REAL is applied because the SQLite schema stores \"Region\" as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a959ba2d0aed134333b926a84cf17c34c160cb1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:19.955430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:22.408827Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:34.005304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7c5de87afc39810cdc101dc460d9b85ca4ea7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=Region. +Result preview: [{"Month": "May", "total_measure": 10546.0}, {"Month": "Nov", "total_measure": 9095.0}, {"Month": "Dec", "total_measure": 5861.0}, {"Month": "Mar", "total_measure": 5785.0}, {"Month": "Oct", "total_measure": 1753.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4dec81f18adada47898bc6d2401c804307f3d99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_0a9a72202e33e5ae +-- problem_id: v2p_m6_e936bd3885b486af +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Month" +HAVING SUM(CAST("Region" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..230f29340038e2c7c8f245f38e83b424528f6d09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Month\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING SUM(CAST(\"Region\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Month\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING SUM(CAST(\\\"Region\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"May\", \"total_measure\": 10546.0}, {\"Month\": \"Nov\", \"total_measure\": 9095.0}, {\"Month\": \"Dec\", \"total_measure\": 5861.0}, {\"Month\": \"Mar\", \"total_measure\": 5785.0}, {\"Month\": \"Oct\", \"total_measure\": 1753.0}, {\"Month\": \"Sep\", \"total_measure\": 1476.0}, {\"Month\": \"Jul\", \"total_measure\": 1475.0}, {\"Month\": \"Aug\", \"total_measure\": 1407.0}, {\"Month\": \"June\", \"total_measure\": 919.0}, {\"Month\": \"Feb\", \"total_measure\": 490.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5fdb353ec5bb626a953248b60ba26fd4b62528f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:34:19.745194+00:00", + "ended_at": "2026-05-04T07:34:34.832634+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0a9a72202e33e5ae", + "problem_id": "v2p_m6_e936bd3885b486af", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=Region.", + "bindings": { + "group_col": "Month", + "measure_col": "Region", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0a9a72202e33e5ae.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a9a72202e33e5ae", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 23121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15028.87, + "sql_execution_elapsed_ms_total": 9.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a9a72202e33e5ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e96952fbd7ccd7f90d14e9831f7b79be1e054992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:34.812660+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15028.87, "started_at": "2026-05-04T07:34:19.751910+00:00", "ended_at": "2026-05-04T07:34:34.780668+00:00", "prompt_metrics": {"chars": 10558, "bytes_utf8": 10558, "lines": 312, "estimated_tokens": 2820}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22909, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T07:34:19.955430Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:22.408827Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"Month\\\" and measure_col=\\\"Region\\\". CAST to REAL is applied because the SQLite schema stores \\\"Region\\\" as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cb1f6ee12ebfcec08e40ba9fc3733ffa9764985e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0a9a72202e33e5ae/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0a9a72202e33e5ae", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 23121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15028.87, + "sql_execution_elapsed_ms_total": 9.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0a9a72202e33e5ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa1c584d8deb8c5b03290b675ed26cf9a898739e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 4.610048231511254}, {"ProductRelated": "2", "support": 465, "avg_response": 19.04196236563441}, {"ProductRelated": "3", "support": 458, "avg_response": 28.56040756904585}, {"ProductRelated": "4", "support": 404, "avg_response": 30.010188983341585}, {"ProductRelated": "6", "support": 396, "avg_response": 39.535280583636364}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e538d17836820e37d345a97e8e8ab82ebe342c92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_0b21f44582a2d198 +-- problem_id: v2p_m6_97f9df93508aa1b2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cac17a23a13af3e854dcd1c2396d0343ea66f351 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_0b21f44582a2d198\n-- problem_id: v2p_m6_97f9df93508aa1b2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_0b21f44582a2d198\\n-- problem_id: v2p_m6_97f9df93508aa1b2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 4.610048231511254}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 19.04196236563441}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 28.56040756904585}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 30.010188983341585}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 39.535280583636364}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 44.33964442618926}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 32.4369764397644}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 50.00696653910811}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 43.91582034630303}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 42.30179810690852}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 50.72517354223642}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 50.346481278603896}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 52.79598063432526}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 67.03042416359258}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 56.24775152373077}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 67.75730949338644}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 68.29718526827433}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 78.47433587191111}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 74.21277191972477}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 85.67774058150235}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 76.5311235346}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 74.80195455934673}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 76.55194409921874}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 74.64915598505556}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 92.68528951954804}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 118.5158075016129}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 82.98270562720779}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 114.14266197125}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 120.54679577507044}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 119.74466866622222}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 124.87516899710937}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 128.8586009192562}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 91.33684789495798}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 84.07515388932204}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 153.91262819825454}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 115.33594473541284}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 131.84040851553397}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 94.3317328050495}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 79.96313113573034}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 151.15348989929413}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 96.39866205194805}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 132.55246427684932}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 114.71807993816901}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 110.36481220676056}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 69.10961960782609}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 146.37287733588235}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 114.51740048546876}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 95.08917853822581}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 154.62947162716668}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 112.74575290216667}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c787e0f5ac9671be87252de9f111e01cee9a62c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.729359+00:00", + "ended_at": "2026-05-04T07:38:29.744657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0b21f44582a2d198", + "problem_id": "v2p_m6_97f9df93508aa1b2", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0b21f44582a2d198.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0b21f44582a2d198/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6f978c634ee78dc6455784f71a7177748131d21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10596, "bytes_utf8": 10596, "lines": 312, "estimated_tokens": 2817}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1092, "bytes_utf8": 1092, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 22908, "cached_input_tokens": 19840, "output_tokens": 832}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6c4f1789063c5dce90c7a968ece6b31319354d76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0d3d696f0a13ba0a", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 832, + "total_tokens": 23740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 310, + "estimated_total_tokens": 3127, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25637.07, + "sql_execution_elapsed_ms_total": 37.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0d3d696f0a13ba0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42f3831019743164014d508ce077afa6b1aa0b70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:26:01.804084+00:00", + "ended_at": "2026-05-04T07:26:27.441060+00:00", + "elapsed_ms": 25637.07, + "prompt_metrics": { + "chars": 10596, + "bytes_utf8": 10596, + "lines": 312, + "estimated_tokens": 2817 + }, + "stdout_metrics": { + "chars": 1533, + "bytes_utf8": 1533, + "lines": 4, + "estimated_tokens": 486 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1092, + "bytes_utf8": 1092, + "lines": 1, + "estimated_tokens": 310 + }, + "usage": { + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 832 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e2d6dc292272a19100c4a554b474554b721bab3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e49e1bbabafd4eb7fd38934f89be4dd9444ee5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-36e7-7033-a1ec-cebb84f6c12e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_col\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"cnt\\\",\\n ((9 * \\\"cnt\\\") / 10) + CASE WHEN (9 * \\\"cnt\\\") % 10 = 0 THEN 0 ELSE 1 END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Informational\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile within each Informational group, with CAST to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":19840,"output_tokens":832}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c117254810d77391b4f30f2d3c9acd8bf4e1369a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n ((9 * \"cnt\") / 10) + CASE WHEN (9 * \"cnt\") % 10 = 0 THEN 0 ELSE 1 END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 90th percentile within each Informational group, with CAST to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a12f9a9f0d215b47bfc6bdc0f34861c5bc6491 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:02.061384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:04.504092Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:26.665803Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecf2824c53d8c90eb19503ef503867db4263a8c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational. +Result preview: [{"Informational": "24", "percentile_measure": 24.0}, {"Informational": "16", "percentile_measure": 16.0}, {"Informational": "14", "percentile_measure": 14.0}, {"Informational": "13", "percentile_measure": 13.0}, {"Informational": "12", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cd005e3a2524ab1fba41361c0da9991b65a002c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_0d3d696f0a13ba0a +-- problem_id: v2p_m6_db23705638a46779 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational" AS "group_col", + CAST("Informational" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + ((9 * "cnt") / 10) + CASE WHEN (9 * "cnt") % 10 = 0 THEN 0 ELSE 1 END AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "group_col" AS "Informational", + "measure_col" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12b9e1cd9efe07f777c365bdb054d9715f9579e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\" AS \"group_col\",\n CAST(\"Informational\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"group_col\",\n \"measure_col\",\n \"cnt\",\n ((9 * \"cnt\") / 10) + CASE WHEN (9 * \"cnt\") % 10 = 0 THEN 0 ELSE 1 END AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Informational\",\n \"measure_col\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_col\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure_col\\\",\\n \\\"cnt\\\",\\n ((9 * \\\"cnt\\\") / 10) + CASE WHEN (9 * \\\"cnt\\\") % 10 = 0 THEN 0 ELSE 1 END AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Informational\\\",\\n \\\"measure_col\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Informational\", \"percentile_measure\"], \"rows\": [{\"Informational\": \"24\", \"percentile_measure\": 24.0}, {\"Informational\": \"16\", \"percentile_measure\": 16.0}, {\"Informational\": \"14\", \"percentile_measure\": 14.0}, {\"Informational\": \"13\", \"percentile_measure\": 13.0}, {\"Informational\": \"12\", \"percentile_measure\": 12.0}, {\"Informational\": \"11\", \"percentile_measure\": 11.0}, {\"Informational\": \"10\", \"percentile_measure\": 10.0}, {\"Informational\": \"9\", \"percentile_measure\": 9.0}, {\"Informational\": \"8\", \"percentile_measure\": 8.0}, {\"Informational\": \"7\", \"percentile_measure\": 7.0}, {\"Informational\": \"6\", \"percentile_measure\": 6.0}, {\"Informational\": \"5\", \"percentile_measure\": 5.0}, {\"Informational\": \"4\", \"percentile_measure\": 4.0}, {\"Informational\": \"3\", \"percentile_measure\": 3.0}, {\"Informational\": \"2\", \"percentile_measure\": 2.0}, {\"Informational\": \"1\", \"percentile_measure\": 1.0}, {\"Informational\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..682961727aa896766d687b652104c819635d2146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:26:01.800236+00:00", + "ended_at": "2026-05-04T07:26:27.507721+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0d3d696f0a13ba0a", + "problem_id": "v2p_m6_db23705638a46779", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=Informational.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0d3d696f0a13ba0a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0d3d696f0a13ba0a", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 19840, + "output_tokens": 832, + "total_tokens": 23740, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 310, + "estimated_total_tokens": 3127, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 25637.07, + "sql_execution_elapsed_ms_total": 37.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0d3d696f0a13ba0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e01d9e8f88a55c3182fae101943c9be0d0c192d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0d3d696f0a13ba0a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:27.461980+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 25637.07, "started_at": "2026-05-04T07:26:01.804084+00:00", "ended_at": "2026-05-04T07:26:27.441060+00:00", "prompt_metrics": {"chars": 10596, "bytes_utf8": 10596, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1092, "bytes_utf8": 1092, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 22908, "cached_input_tokens": 19840, "output_tokens": 832}, "stderr_preview": "2026-05-04T07:26:02.061384Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:04.504092Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=PageValues.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Revenue", + "measure_col": "PageValues", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f6093a73a0a6178251d97de9c320be492da6cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-4dd9-7100-a0f3-9c2ad9f9679c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING SUM(CAST(\\\"PageValues\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"Revenue\\\" and measure_col=\\\"PageValues\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22911,"cached_input_tokens":21888,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9ee335ecda221d8dd3b6364452a928cecca3157 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Revenue\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING SUM(CAST(\"PageValues\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"Revenue\" and measure_col=\"PageValues\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f350e8c281988a830c41e90f0a8006d04d7606c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:41.102880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:43.517188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:52.147157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19dc1720b52b27a9734914626e2006b549b978af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=PageValues. +Result preview: [{"Revenue": "TRUE", "total_measure": 52020.70071548}, {"Revenue": "FALSE", "total_measure": 20593.848731532}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..251d521cee4ad92f0882453e53eb447d585c21b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_0e2db3556f367a01 +-- problem_id: v2p_m6_fd80e72c689b2e51 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Revenue" +HAVING SUM(CAST("PageValues" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abceb685052a38e596c7761d0078c2e908f95a31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Revenue\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING SUM(CAST(\"PageValues\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING SUM(CAST(\\\"PageValues\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"total_measure\": 52020.70071548}, {\"Revenue\": \"FALSE\", \"total_measure\": 20593.848731532}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56f4b952d2debccbd10f4c887ce23f25b3cb6a6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:32:40.924548+00:00", + "ended_at": "2026-05-04T07:32:53.167811+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0e2db3556f367a01", + "problem_id": "v2p_m6_fd80e72c689b2e51", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=PageValues.", + "bindings": { + "group_col": "Revenue", + "measure_col": "PageValues", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0e2db3556f367a01.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0e2db3556f367a01", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12204.66, + "sql_execution_elapsed_ms_total": 8.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0e2db3556f367a01\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a0c9f149e9d36366d8083ca279fb0e503e3af43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:53.151489+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12204.66, "started_at": "2026-05-04T07:32:40.928576+00:00", "ended_at": "2026-05-04T07:32:53.133764+00:00", "prompt_metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2822}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22911, "cached_input_tokens": 21888, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:32:41.102880Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:43.517188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"Revenue\\\" and measure_col=\\\"PageValues\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..780e9edcc95148c9d7cca75a5f68991e78284956 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0e2db3556f367a01/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0e2db3556f367a01", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 170, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12204.66, + "sql_execution_elapsed_ms_total": 8.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0e2db3556f367a01\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32d1c1ec048ac861ffd0c79970c7aa0136ed9cf6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10569, "bytes_utf8": 10569, "lines": 312, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1b798a7a857ff1c435a8e2e34516281dbc5e6a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0ff593d0dd8ce383", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10866.08, + "sql_execution_elapsed_ms_total": 13.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0ff593d0dd8ce383\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e90d2003bfebcf53cdafe94b6bccc9b88a51057 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:36:18.210448+00:00", + "ended_at": "2026-05-04T07:36:29.076343+00:00", + "elapsed_ms": 10866.08, + "prompt_metrics": { + "chars": 10569, + "bytes_utf8": 10569, + "lines": 312, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 804, + "bytes_utf8": 804, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 460, + "bytes_utf8": 460, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 148 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0492ccecb2287cc21a6c011e136c7dbf03c78afa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..332d5bb17c31cc2f1a1c5d3760b14ce36ea68023 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-9ec6-7380-bbeb-0cb1083977cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 12;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"SpecialDay\\\", group_col_2=\\\"Region\\\", and top_k=12. Query is SQLite-compatible and restricted to the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":148}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82c77cef2de45da27c7c6e157da834da02d4c96a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 12;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=\"SpecialDay\", group_col_2=\"Region\", and top_k=12. Query is SQLite-compatible and restricted to the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b607f2db8f7ee7bd1258f2d15ed22087763614e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:18.458209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:20.806594Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:28.118980Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ca0209c769552cb5754f24304392f051d41d9f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region. +Result preview: [{"SpecialDay": "0.2", "Region": "9", "support": 1}, {"SpecialDay": "1", "Region": "8", "support": 3}, {"SpecialDay": "0.2", "Region": "5", "support": 4}, {"SpecialDay": "0.2", "Region": "8", "support": 4}, {"SpecialDay": "1", "Region": "9", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae93171d6eff8126fb554138a27f6c32d1a3ad14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_0ff593d0dd8ce383 +-- problem_id: v2p_m6_0369332a6f6a2f02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ad0eff4613154a96db361c9ed70d7604ddbd308 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 12;\", \"columns\": [\"SpecialDay\", \"Region\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"support\": 1}, {\"SpecialDay\": \"1\", \"Region\": \"8\", \"support\": 3}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"support\": 4}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"9\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"support\": 5}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"support\": 6}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"support\": 7}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"support\": 7}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"support\": 7}, {\"SpecialDay\": \"1\", \"Region\": \"6\", \"support\": 7}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"support\": 8}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8b5eef9b4b8cfb4639607b954fa71b79b5251b4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:36:18.205696+00:00", + "ended_at": "2026-05-04T07:36:29.117952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_0ff593d0dd8ce383", + "problem_id": "v2p_m6_0369332a6f6a2f02", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_0ff593d0dd8ce383.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_0ff593d0dd8ce383", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 148, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10866.08, + "sql_execution_elapsed_ms_total": 13.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_0ff593d0dd8ce383\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3feb9e8ee650959fd26f0ee1b89032feee0ee59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_0ff593d0dd8ce383/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:29.096049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10866.08, "started_at": "2026-05-04T07:36:18.210448+00:00", "ended_at": "2026-05-04T07:36:29.076343+00:00", "prompt_metrics": {"chars": 10569, "bytes_utf8": 10569, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 460, "bytes_utf8": 460, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 148}, "stderr_preview": "2026-05-04T07:36:18.458209Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:20.806594Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "Region", + "measure_col": "Administrative", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..288021146e2c192e0259de88646d459b60b21cdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-442a-7903-b5b7-27ea0696609c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n),\\n\\\"stddevs\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\\\"Administrative\\\" AS REAL) * CAST(\\\"Administrative\\\" AS REAL)) - AVG(CAST(\\\"Administrative\\\" AS REAL)) * AVG(CAST(\\\"Administrative\\\" AS REAL)))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"Month\\\",\\n \\\"medians\\\".\\\"Region\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"stddevs\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stddevs\\\"\\n ON \\\"medians\\\".\\\"Month\\\" = \\\"stddevs\\\".\\\"Month\\\"\\n AND \\\"medians\\\".\\\"Region\\\" = \\\"stddevs\\\".\\\"Region\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned robust-summary template for SQLite by computing the median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Used the bound roles Month, Region, and Administrative, casting Administrative from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":19840,"output_tokens":632}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..177524c383832243c1d36e983c20f96e2031f63b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CAST(\"Administrative\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Region\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n),\n\"medians\" AS (\n SELECT\n \"Month\",\n \"Region\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Region\"\n),\n\"stddevs\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\"Administrative\" AS REAL) * CAST(\"Administrative\" AS REAL)) - AVG(CAST(\"Administrative\" AS REAL)) * AVG(CAST(\"Administrative\" AS REAL)))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n GROUP BY \"Month\", \"Region\"\n)\nSELECT\n \"medians\".\"Month\",\n \"medians\".\"Region\",\n \"medians\".\"median_measure\",\n \"stddevs\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"stddevs\"\n ON \"medians\".\"Month\" = \"stddevs\".\"Month\"\n AND \"medians\".\"Region\" = \"stddevs\".\"Region\"\nORDER BY \"medians\".\"median_measure\" DESC;","notes":"Adapted the planned robust-summary template for SQLite by computing the median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Used the bound roles Month, Region, and Administrative, casting Administrative from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55c821efee1adbf533bc47b559a001fe92fc05ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:15.621840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:18.184139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:35.906535Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa36372015905859f5a3c629f48236405a2b24e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative. +Result preview: [{"Month": "Oct", "Region": "4", "median_measure": 4.0, "measure_stddev": 3.745760047905355}, {"Month": "Oct", "Region": "8", "median_measure": 3.5, "measure_stddev": 3.841376425125006}, {"Month": "Aug", "Region": "5", "median_measure": 3.0, "measure_stddev": 2.6906633794452257}, {"Month": "Aug", "Region": "8", "median_measure": 3.0, "measure_stddev": 3.6932220616523863}, {"Month": "Oct", "Region": "1", "median_measure": 3.0, "measure_stddev": 3.9347737628267176}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d5482c1933a921709a8e08b30cc4c7b7ce6d395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_11312909f3ca1efe +-- problem_id: v2p_m6_91afc2d2ea43bdd7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Region", + CAST("Administrative" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Region" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Region" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' +), +"medians" AS ( + SELECT + "Month", + "Region", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Region" +), +"stddevs" AS ( + SELECT + "Month", + "Region", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST("Administrative" AS REAL) * CAST("Administrative" AS REAL)) - AVG(CAST("Administrative" AS REAL)) * AVG(CAST("Administrative" AS REAL))) + ELSE 0.0 + END AS "measure_stddev" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' + GROUP BY "Month", "Region" +) +SELECT + "medians"."Month", + "medians"."Region", + "medians"."median_measure", + "stddevs"."measure_stddev" +FROM "medians" +JOIN "stddevs" + ON "medians"."Month" = "stddevs"."Month" + AND "medians"."Region" = "stddevs"."Region" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bfe646fb9df65ca6a45073ca82e0b1ae76d0347 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CAST(\"Administrative\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Region\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n),\n\"medians\" AS (\n SELECT\n \"Month\",\n \"Region\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Region\"\n),\n\"stddevs\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\"Administrative\" AS REAL) * CAST(\"Administrative\" AS REAL)) - AVG(CAST(\"Administrative\" AS REAL)) * AVG(CAST(\"Administrative\" AS REAL)))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n GROUP BY \"Month\", \"Region\"\n)\nSELECT\n \"medians\".\"Month\",\n \"medians\".\"Region\",\n \"medians\".\"median_measure\",\n \"stddevs\".\"measure_stddev\"\nFROM \"medians\"\nJOIN \"stddevs\"\n ON \"medians\".\"Month\" = \"stddevs\".\"Month\"\n AND \"medians\".\"Region\" = \"stddevs\".\"Region\"\nORDER BY \"medians\".\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n),\\n\\\"stddevs\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\\\"Administrative\\\" AS REAL) * CAST(\\\"Administrative\\\" AS REAL)) - AVG(CAST(\\\"Administrative\\\" AS REAL)) * AVG(CAST(\\\"Administrative\\\" AS REAL)))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"Month\\\",\\n \\\"medians\\\".\\\"Region\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n \\\"stddevs\\\".\\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stddevs\\\"\\n ON \\\"medians\\\".\\\"Month\\\" = \\\"stddevs\\\".\\\"Month\\\"\\n AND \\\"medians\\\".\\\"Region\\\" = \\\"stddevs\\\".\\\"Region\\\"\\nORDER BY \\\"medians\\\".\\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"Region\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"Oct\", \"Region\": \"4\", \"median_measure\": 4.0, \"measure_stddev\": 3.745760047905355}, {\"Month\": \"Oct\", \"Region\": \"8\", \"median_measure\": 3.5, \"measure_stddev\": 3.841376425125006}, {\"Month\": \"Aug\", \"Region\": \"5\", \"median_measure\": 3.0, \"measure_stddev\": 2.6906633794452257}, {\"Month\": \"Aug\", \"Region\": \"8\", \"median_measure\": 3.0, \"measure_stddev\": 3.6932220616523863}, {\"Month\": \"Oct\", \"Region\": \"1\", \"median_measure\": 3.0, \"measure_stddev\": 3.9347737628267176}, {\"Month\": \"Oct\", \"Region\": \"2\", \"median_measure\": 3.0, \"measure_stddev\": 4.017492615248999}, {\"Month\": \"Oct\", \"Region\": \"7\", \"median_measure\": 3.0, \"measure_stddev\": 3.9638405061487285}, {\"Month\": \"Sep\", \"Region\": \"6\", \"median_measure\": 3.0, \"measure_stddev\": 3.4331130817522983}, {\"Month\": \"Sep\", \"Region\": \"8\", \"median_measure\": 3.0, \"measure_stddev\": 3.832427429188973}, {\"Month\": \"Sep\", \"Region\": \"9\", \"median_measure\": 3.0, \"measure_stddev\": 4.470588235294118}, {\"Month\": \"Aug\", \"Region\": \"2\", \"median_measure\": 2.5, \"measure_stddev\": 3.4319887401917226}, {\"Month\": \"Aug\", \"Region\": \"9\", \"median_measure\": 2.5, \"measure_stddev\": 2.662092164797746}, {\"Month\": \"June\", \"Region\": \"5\", \"median_measure\": 2.5, \"measure_stddev\": 4.66476151587624}, {\"Month\": \"June\", \"Region\": \"8\", \"median_measure\": 2.5, \"measure_stddev\": 2.4899799195977463}, {\"Month\": \"Sep\", \"Region\": \"5\", \"median_measure\": 2.5, \"measure_stddev\": 3.484090826727812}, {\"Month\": \"Aug\", \"Region\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 3.5775999026910257}, {\"Month\": \"Aug\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 4.243667558891104}, {\"Month\": \"Aug\", \"Region\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 3.034495206294581}, {\"Month\": \"Aug\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 2.798844674165934}, {\"Month\": \"Aug\", \"Region\": \"7\", \"median_measure\": 2.0, \"measure_stddev\": 4.472833944643816}, {\"Month\": \"Jul\", \"Region\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 2.6976306056155543}, {\"Month\": \"Jul\", \"Region\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 2.8658363092611014}, {\"Month\": \"Jul\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 3.1259600601379818}, {\"Month\": \"Oct\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 3.6014988135821517}, {\"Month\": \"Oct\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 3.3846153846153846}, {\"Month\": \"Oct\", \"Region\": \"9\", \"median_measure\": 2.0, \"measure_stddev\": 3.2657205262477}, {\"Month\": \"Sep\", \"Region\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 3.876843371857384}, {\"Month\": \"Sep\", \"Region\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 3.084956108915033}, {\"Month\": \"Sep\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 3.265215841221878}, {\"Month\": \"Sep\", \"Region\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 3.2465620722937363}, {\"Month\": \"Feb\", \"Region\": \"8\", \"median_measure\": 1.5, \"measure_stddev\": 1.8708286933869707}, {\"Month\": \"June\", \"Region\": \"7\", \"median_measure\": 1.5, \"measure_stddev\": 2.4094720491334933}, {\"Month\": \"Sep\", \"Region\": \"7\", \"median_measure\": 1.5, \"measure_stddev\": 2.7488566746470213}, {\"Month\": \"Dec\", \"Region\": \"1\", \"median_measure\": 1.0, \"measure_stddev\": 3.315872226907628}, {\"Month\": \"Dec\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 3.044803639080104}, {\"Month\": \"Dec\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 2.9964088646042932}, {\"Month\": \"Dec\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 3.3949994657779}, {\"Month\": \"Dec\", \"Region\": \"7\", \"median_measure\": 1.0, \"measure_stddev\": 3.468929548493941}, {\"Month\": \"Dec\", \"Region\": \"8\", \"median_measure\": 1.0, \"measure_stddev\": 2.9432896370014316}, {\"Month\": \"Dec\", \"Region\": \"9\", \"median_measure\": 1.0, \"measure_stddev\": 2.8851992998751403}, {\"Month\": \"Jul\", \"Region\": \"1\", \"median_measure\": 1.0, \"measure_stddev\": 3.260203402169996}, {\"Month\": \"Jul\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 3.655155059969671}, {\"Month\": \"Jul\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 3.3712107907666504}, {\"Month\": \"Jul\", \"Region\": \"7\", \"median_measure\": 1.0, \"measure_stddev\": 3.114157766862245}, {\"Month\": \"Jul\", \"Region\": \"8\", \"median_measure\": 1.0, \"measure_stddev\": 4.228005801539449}, {\"Month\": \"Jul\", \"Region\": \"9\", \"median_measure\": 1.0, \"measure_stddev\": 2.6627053911388696}, {\"Month\": \"June\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 4.557420663324056}, {\"Month\": \"Mar\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 3.0851504024514087}, {\"Month\": \"Mar\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 3.165633298615248}, {\"Month\": \"Mar\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 2.3526252350053456}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 72.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5f17d0d2dd8f7afcd0bc9c532dc89341c4846f0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:16:15.363101+00:00", + "ended_at": "2026-05-04T07:16:36.797868+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_11312909f3ca1efe", + "problem_id": "v2p_m6_91afc2d2ea43bdd7", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Month", + "group_col_2": "Region", + "measure_col": "Administrative", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_11312909f3ca1efe.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_11312909f3ca1efe", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 632, + "total_tokens": 23619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 514, + "estimated_total_tokens": 3410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21324.12, + "sql_execution_elapsed_ms_total": 72.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_11312909f3ca1efe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a719228c0046d29856873f14cabb59ee3855580 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:36.712347+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21324.12, "started_at": "2026-05-04T07:16:15.367053+00:00", "ended_at": "2026-05-04T07:16:36.691377+00:00", "prompt_metrics": {"chars": 10795, "bytes_utf8": 10795, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 1737, "bytes_utf8": 1737, "lines": 1, "estimated_tokens": 514}, "usage": {"input_tokens": 22987, "cached_input_tokens": 19840, "output_tokens": 632}, "stderr_preview": "2026-05-04T07:16:15.621840Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:18.184139Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n),\\n\\\"stddevs\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST(\\\"Administrative\\\" AS REAL) * CAST(\\\"Administrative\\\" AS REAL)) - AVG(CAST(\\\"Administrative\\\" AS REAL)) * AVG(CAST(\\\"Administrative\\\" AS REAL)))\\n ELSE 0.0\\n END"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..274cc1e0d995c81c5a2aa82d02de9dba715a029f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_11312909f3ca1efe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_11312909f3ca1efe", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 19840, + "output_tokens": 632, + "total_tokens": 23619, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 514, + "estimated_total_tokens": 3410, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21324.12, + "sql_execution_elapsed_ms_total": 72.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_11312909f3ca1efe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14a6b27d260946c5f66dc2ed9be42854b8932153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10954, "bytes_utf8": 10954, "lines": 317, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1029, "bytes_utf8": 1029, "lines": 1, "estimated_tokens": 264}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 311}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 11839, "bytes_utf8": 11839, "lines": 321, "estimated_tokens": 3130}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1101, "bytes_utf8": 1101, "lines": 1, "estimated_tokens": 292}, "usage": {"input_tokens": 23221, "cached_input_tokens": 19840, "output_tokens": 734}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8d9382a1d4c7c81d2227b6a539b21a854182f8f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_147e312cf9d55620", + "api_calls": 0, + "input_tokens": 46206, + "cached_input_tokens": 41728, + "output_tokens": 1045, + "total_tokens": 47251, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6024, + "estimated_output_tokens": 556, + "estimated_total_tokens": 6580, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43334.83, + "sql_execution_elapsed_ms_total": 49.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_147e312cf9d55620\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51bbd9cca0621440509aa16fefac87b14730ca4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:04:13.451016+00:00", + "ended_at": "2026-05-04T07:04:29.843861+00:00", + "elapsed_ms": 16392.55, + "prompt_metrics": { + "chars": 10954, + "bytes_utf8": 10954, + "lines": 317, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 1448, + "bytes_utf8": 1448, + "lines": 4, + "estimated_tokens": 423 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1029, + "bytes_utf8": 1029, + "lines": 1, + "estimated_tokens": 264 + }, + "usage": { + "input_tokens": 22985, + "cached_input_tokens": 21888, + "output_tokens": 311 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f0d26576d7215a34b27d17c9c36b29469d71a51d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:04:29.883340+00:00", + "ended_at": "2026-05-04T07:04:56.825877+00:00", + "elapsed_ms": 26942.28, + "prompt_metrics": { + "chars": 11839, + "bytes_utf8": 11839, + "lines": 321, + "estimated_tokens": 3130 + }, + "stdout_metrics": { + "chars": 1532, + "bytes_utf8": 1532, + "lines": 4, + "estimated_tokens": 463 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1101, + "bytes_utf8": 1101, + "lines": 1, + "estimated_tokens": 292 + }, + "usage": { + "input_tokens": 23221, + "cached_input_tokens": 19840, + "output_tokens": 734 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad4412ab5e76a0ab1b2a86dca1c6cab2844765af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..80e7e23da7d54c2a502d8b7951e345da041a6b96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"Weekend\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (PARTITION BY \"Weekend\" ORDER BY \"Administrative\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MAX(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.95 * \"cnt\")\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7fdfcdb934c680e1859e68e4db9369566e05a5cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-4051-7b90-b959-d39a7c887947"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Weekend\\\" ORDER BY \\\"Administrative\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MAX(\\\"Administrative\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CEIL(0.95 * \\\"cnt\\\")\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned Conditional Group Quantiles template to SQLite by approximating the 95th percentile with window functions and selecting the smallest value at or above CEIL(0.95 * group_size) within each Weekend group for rows where VisitorType = 'Returning_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":21888,"output_tokens":311}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dca150fd4f5743975c0e8cb73f4ffb2101eec6a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"Weekend\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (PARTITION BY \"Weekend\" ORDER BY \"Administrative\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MAX(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.95 * \"cnt\")\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Adapted the planned Conditional Group Quantiles template to SQLite by approximating the 95th percentile with window functions and selecting the smallest value at or above CEIL(0.95 * group_size) within each Weekend group for rows where VisitorType = 'Returning_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0dfbd1b67f23d20bf63783968f4a4f1089be55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-8cfb-7e70-8917-31a22fa152e7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Weekend\\\" ORDER BY \\\"Administrative\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"Administrative\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") AS INTEGER)\\n + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic to compute the 95th-percentile rank threshold, and used MIN over rows at or above that rank to return the nearest-rank percentile value per Weekend group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23221,"cached_input_tokens":19840,"output_tokens":734}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..64585ef3e410c2730063274929bb38c641387a8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"Weekend\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (PARTITION BY \"Weekend\" ORDER BY \"Administrative\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MIN(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") AS INTEGER)\n + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic to compute the 95th-percentile rank threshold, and used MIN over rows at or above that rank to return the nearest-rank percentile value per Weekend group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..79c4575074ecabe1fd30548b83616b77996ffa25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:13.798176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:16.391266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:28.772302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a03b63a5e985f3f155e874e31d0c1f5c51250aa6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:33.447253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:35.820954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:55.844974Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac326ee84ec1966b7c445cf8fe52c494059a7a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType. +Result preview: [{"Weekend": "TRUE", "conditional_percentile": 10.0}, {"Weekend": "FALSE", "conditional_percentile": 9.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bea038bb4f909bdaf23a25ac9161866426b6bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_147e312cf9d55620 +-- problem_id: v2p_m6_88580ebb1526b11b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Weekend", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "Weekend" IS NOT NULL + AND "Administrative" IS NOT NULL +), "ranked" AS ( + SELECT + "Weekend", + "Administrative", + ROW_NUMBER() OVER (PARTITION BY "Weekend" ORDER BY "Administrative") AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "filtered" +) +SELECT + "Weekend", + MAX("Administrative") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.95 * "cnt") +GROUP BY "Weekend" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68dc0c996e8b0ec27fa40322d3e87e277ab333f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"Weekend\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (PARTITION BY \"Weekend\" ORDER BY \"Administrative\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MIN(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.95 * \"cnt\") AS INTEGER)\n + CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Weekend\\\" ORDER BY \\\"Administrative\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Weekend\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"Administrative\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") AS INTEGER)\\n + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Weekend\", \"conditional_percentile\"], \"rows\": [{\"Weekend\": \"TRUE\", \"conditional_percentile\": 10.0}, {\"Weekend\": \"FALSE\", \"conditional_percentile\": 9.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fbcea3617c6283ad8fc5c788472ad36dcf042c70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:04:13.447463+00:00", + "ended_at": "2026-05-04T07:04:56.900475+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_147e312cf9d55620", + "problem_id": "v2p_m6_88580ebb1526b11b", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_147e312cf9d55620.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_147e312cf9d55620", + "api_calls": 0, + "input_tokens": 46206, + "cached_input_tokens": 41728, + "output_tokens": 1045, + "total_tokens": 47251, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6024, + "estimated_output_tokens": 556, + "estimated_total_tokens": 6580, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43334.83, + "sql_execution_elapsed_ms_total": 49.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_147e312cf9d55620\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7b4518c2c0ca5369e1ad3310f36bd1ea83ad81ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:04:29.866905+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16392.55, "started_at": "2026-05-04T07:04:13.451016+00:00", "ended_at": "2026-05-04T07:04:29.843861+00:00", "prompt_metrics": {"chars": 10954, "bytes_utf8": 10954, "lines": 317, "estimated_tokens": 2894}, "response_metrics": {"chars": 1029, "bytes_utf8": 1029, "lines": 1, "estimated_tokens": 264}, "usage": {"input_tokens": 22985, "cached_input_tokens": 21888, "output_tokens": 311}, "stderr_preview": "2026-05-04T07:04:13.798176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:16.391266Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CEIL(0.95 * \\\"cnt\\\")\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted the planned Conditional Group Quantiles template to SQLite by approximating the 95th percentile with window functions and selecting the smallest value at or above CEIL(0.95 * group_size) within each Weekend group for rows where Visitor"} +{"timestamp": "2026-05-04T07:04:29.867911+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n AND \"Weekend\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (PARTITION BY \"Weekend\" ORDER BY \"Administrative\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Weekend\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MAX(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.95 * \"cnt\")\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:04:56.838424+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 26942.28, "started_at": "2026-05-04T07:04:29.883340+00:00", "ended_at": "2026-05-04T07:04:56.825877+00:00", "prompt_metrics": {"chars": 11839, "bytes_utf8": 11839, "lines": 321, "estimated_tokens": 3130}, "response_metrics": {"chars": 1101, "bytes_utf8": 1101, "lines": 1, "estimated_tokens": 292}, "usage": {"input_tokens": 23221, "cached_input_tokens": 19840, "output_tokens": 734}, "stderr_preview": "2026-05-04T07:04:33.447253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:35.820954Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") AS INTEGER)\\n + CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic to compute the 95th-percentile rank threshold, and used"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b2ffecf8ec1a629bfa11742b05b518e34ce991f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_147e312cf9d55620/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_147e312cf9d55620", + "api_calls": 0, + "input_tokens": 46206, + "cached_input_tokens": 41728, + "output_tokens": 1045, + "total_tokens": 47251, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6024, + "estimated_output_tokens": 556, + "estimated_total_tokens": 6580, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43334.83, + "sql_execution_elapsed_ms_total": 49.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_147e312cf9d55620\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdd778f7289bb85116dbb11b195e691cab48a691 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10566, "bytes_utf8": 10566, "lines": 312, "estimated_tokens": 2822}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22911, "cached_input_tokens": 21888, "output_tokens": 169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1d7520ae2498398d69475b21365375d3e154cf4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_14e84963f4d34ba1", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 23080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12084.06, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_14e84963f4d34ba1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0a4638201e51a724181331df6bc99d1207919952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:32:28.798938+00:00", + "ended_at": "2026-05-04T07:32:40.883045+00:00", + "elapsed_ms": 12084.06, + "prompt_metrics": { + "chars": 10566, + "bytes_utf8": 10566, + "lines": 312, + "estimated_tokens": 2822 + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84cfddbfce8c6aef9f86a7826d59fbddee408474 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Revenue, measure_col=PageValues.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Revenue", + "measure_col": "PageValues", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d36bede36942ded9645b02fae0d0cc284264362 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-1e84-7370-9f75-ac869d8b092f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING SUM(CAST(\\\"PageValues\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"Revenue\\\" and measure_col bound to \\\"PageValues\\\". CAST to REAL was added because the schema snapshot shows \\\"PageValues\\\" stored as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22911,"cached_input_tokens":21888,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..921e9746777ee8bd3451d2628d6adc6364bcc2eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Revenue\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING SUM(CAST(\"PageValues\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required Thresholded Group Ranking template with group_col bound to \"Revenue\" and measure_col bound to \"PageValues\". CAST to REAL was added because the schema snapshot shows \"PageValues\" stored as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a2a7f80ade8d65fcbfc4535657ea08d3f252700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:29.003772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:31.330862Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:39.933841Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7ca0c9b9797328b21fdfb9fdb486fec39bb1148 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Revenue, measure_col=PageValues. +Result preview: [{"Revenue": "TRUE", "total_measure": 52020.70071548}, {"Revenue": "FALSE", "total_measure": 20593.848731532}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e114231cd5de7d5753949fe0b6c9c632218efb14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_14e84963f4d34ba1 +-- problem_id: v2p_m6_065530193599e4be +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Revenue" +HAVING SUM(CAST("PageValues" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d771d051d45f29e164b33e91b2d1489c1dad2b01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Revenue\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nHAVING SUM(CAST(\"PageValues\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nHAVING SUM(CAST(\\\"PageValues\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"total_measure\": 52020.70071548}, {\"Revenue\": \"FALSE\", \"total_measure\": 20593.848731532}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d4a696cd7f3b377e22bd7671a0c4bdc45e834b03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:32:28.795616+00:00", + "ended_at": "2026-05-04T07:32:40.922218+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_14e84963f4d34ba1", + "problem_id": "v2p_m6_065530193599e4be", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Revenue, measure_col=PageValues.", + "bindings": { + "group_col": "Revenue", + "measure_col": "PageValues", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_14e84963f4d34ba1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_14e84963f4d34ba1", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 23080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12084.06, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_14e84963f4d34ba1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c9b007e7fd309740446609b0e58d7b743e2e71f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:40.903851+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12084.06, "started_at": "2026-05-04T07:32:28.798938+00:00", "ended_at": "2026-05-04T07:32:40.883045+00:00", "prompt_metrics": {"chars": 10566, "bytes_utf8": 10566, "lines": 312, "estimated_tokens": 2822}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22911, "cached_input_tokens": 21888, "output_tokens": 169}, "stderr_preview": "2026-05-04T07:32:29.003772Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:31.330862Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"Revenue\\\" and measure_col bound to \\\"PageValues\\\". CAST to REAL was added because the schema snapshot shows \\\"PageValues\\\" stored as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..188cf78faa60006c5b4624081f9c90d916d267c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_14e84963f4d34ba1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_14e84963f4d34ba1", + "api_calls": 0, + "input_tokens": 22911, + "cached_input_tokens": 21888, + "output_tokens": 169, + "total_tokens": 23080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2822, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12084.06, + "sql_execution_elapsed_ms_total": 10.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_14e84963f4d34ba1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ef1e9395c1bbea1791d4c77d1fd512fcb779a13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1085, "bytes_utf8": 1085, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 22906, "cached_input_tokens": 19840, "output_tokens": 837}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63fb1aefbf3b1a4be82f6a874da54fb394bb99da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1593a586413479af", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 837, + "total_tokens": 23743, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 318, + "estimated_total_tokens": 3133, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24773.98, + "sql_execution_elapsed_ms_total": 49.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1593a586413479af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0afbf697924eddcc034d7653a15f38767aacc7e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:23:30.016972+00:00", + "ended_at": "2026-05-04T07:23:54.791066+00:00", + "elapsed_ms": 24773.98, + "prompt_metrics": { + "chars": 10578, + "bytes_utf8": 10578, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 1538, + "bytes_utf8": 1538, + "lines": 4, + "estimated_tokens": 500 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1085, + "bytes_utf8": 1085, + "lines": 1, + "estimated_tokens": 318 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 837 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a273a28eccfdc1eaf937002f78309a38378f21d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=TrafficType.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55f776db5a79cf58ee1aec3725609f55fa901be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-e634-7d61-aee1-3beb27234b19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"Weekend\\\" group and casts the TEXT-valued \\\"TrafficType\\\" to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":19840,"output_tokens":837}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d523e82a2ffef878b2e75dd57848c3e070fb4c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\",\n \"rn\",\n CAST((0.9 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Weekend\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"Weekend\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \"Weekend\" group and casts the TEXT-valued \"TrafficType\" to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd1182d0db92f6a8e43f204c1bb523d4a48b3bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:30.300349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:32.635451Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:53.785201Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d16bda5bcf53316a8027ab4d92ff860299e7797 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=TrafficType. +Result preview: [{"Weekend": "FALSE", "percentile_measure": 11.0}, {"Weekend": "TRUE", "percentile_measure": 10.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c85712911853b9406832f72c83a338d7ecfa3be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_1593a586413479af +-- problem_id: v2p_m6_e493c5f147a953a0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"thresholded" AS ( + SELECT + "Weekend", + "measure_value", + "rn", + CAST((0.9 * "cnt") AS INTEGER) + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "Weekend", + MIN("measure_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "Weekend" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66404eb2347b5fd6aadfeb7ee7b0b7298a93e170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Weekend\",\n CAST(\"TrafficType\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY CAST(\"TrafficType\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Weekend\" IS NOT NULL\n AND \"TrafficType\" IS NOT NULL\n),\n\"thresholded\" AS (\n SELECT\n \"Weekend\",\n \"measure_value\",\n \"rn\",\n CAST((0.9 * \"cnt\") AS INTEGER) + CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Weekend\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"thresholded\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"Weekend\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY CAST(\\\"TrafficType\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" IS NOT NULL\\n AND \\\"TrafficType\\\" IS NOT NULL\\n),\\n\\\"thresholded\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) + CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Weekend\", \"percentile_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"percentile_measure\": 11.0}, {\"Weekend\": \"TRUE\", \"percentile_measure\": 10.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1b58a2eb4fd92479525848150964c65cbb23c09a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:23:30.013449+00:00", + "ended_at": "2026-05-04T07:23:54.871428+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1593a586413479af", + "problem_id": "v2p_m6_e493c5f147a953a0", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=TrafficType.", + "bindings": { + "group_col": "Weekend", + "measure_col": "TrafficType", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_1593a586413479af.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1593a586413479af", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 837, + "total_tokens": 23743, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 318, + "estimated_total_tokens": 3133, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24773.98, + "sql_execution_elapsed_ms_total": 49.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1593a586413479af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72971d93d7cc27c83d9c559571cfbfec2d5b00db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:54.810384+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24773.98, "started_at": "2026-05-04T07:23:30.016972+00:00", "ended_at": "2026-05-04T07:23:54.791066+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 1085, "bytes_utf8": 1085, "lines": 1, "estimated_tokens": 318}, "usage": {"input_tokens": 22906, "cached_input_tokens": 19840, "output_tokens": 837}, "stderr_preview": "2026-05-04T07:23:30.300349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:32.635451Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"thresholded\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile per \\\"Week"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5641d3649131ce1905bcca3fd3932f7ddc192bb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1593a586413479af/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1593a586413479af", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 19840, + "output_tokens": 837, + "total_tokens": 23743, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 318, + "estimated_total_tokens": 3133, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24773.98, + "sql_execution_elapsed_ms_total": 49.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1593a586413479af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37e48d4b31bd0d8dc95be3c196e69f195ec141c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "May", "support": 3364, "support_share": 0.27283049472830495, "cumulative_support": 3364}, {"value_label": "Nov", "support": 2998, "support_share": 0.24314679643146797, "cumulative_support": 6362}, {"value_label": "Mar", "support": 1907, "support_share": 0.15466342254663423, "cumulative_support": 8269}, {"value_label": "Dec", "support": 1727, "support_share": 0.14006488240064882, "cumulative_support": 9996}, {"value_label": "Oct", "support": 549, "support_share": 0.04452554744525548, "cumulative_support": 10545}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..29a343dd40f4e4560c28fd24e431f532bd8c6237 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_178a3380b2a112b1 +-- problem_id: v2p_m6_b75fb84ddb04d707 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f5bc48f920bd8bde360ef002cb30b4b40ceec89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_178a3380b2a112b1\n-- problem_id: v2p_m6_b75fb84ddb04d707\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Month\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Month\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_178a3380b2a112b1\\n-- problem_id: v2p_m6_b75fb84ddb04d707\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Month\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Month\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"May\", \"support\": 3364, \"support_share\": 0.27283049472830495, \"cumulative_support\": 3364}, {\"value_label\": \"Nov\", \"support\": 2998, \"support_share\": 0.24314679643146797, \"cumulative_support\": 6362}, {\"value_label\": \"Mar\", \"support\": 1907, \"support_share\": 0.15466342254663423, \"cumulative_support\": 8269}, {\"value_label\": \"Dec\", \"support\": 1727, \"support_share\": 0.14006488240064882, \"cumulative_support\": 9996}, {\"value_label\": \"Oct\", \"support\": 549, \"support_share\": 0.04452554744525548, \"cumulative_support\": 10545}, {\"value_label\": \"Sep\", \"support\": 448, \"support_share\": 0.036334144363341446, \"cumulative_support\": 10993}, {\"value_label\": \"Aug\", \"support\": 433, \"support_share\": 0.03511759935117599, \"cumulative_support\": 11426}, {\"value_label\": \"Jul\", \"support\": 432, \"support_share\": 0.035036496350364967, \"cumulative_support\": 11858}, {\"value_label\": \"June\", \"support\": 288, \"support_share\": 0.02335766423357664, \"cumulative_support\": 12146}, {\"value_label\": \"Feb\", \"support\": 184, \"support_share\": 0.01492295214922952, \"cumulative_support\": 12330}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1cf9af09309a693e91314f1d862b11e944a46662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.311820+00:00", + "ended_at": "2026-05-04T07:38:29.322900+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_178a3380b2a112b1", + "problem_id": "v2p_m6_b75fb84ddb04d707", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Month.", + "bindings": { + "group_col": "Month" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_178a3380b2a112b1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_178a3380b2a112b1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f72df45f3d99db9b953830587f9ad98015879c66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10811, "bytes_utf8": 10811, "lines": 314, "estimated_tokens": 2903}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1671, "bytes_utf8": 1671, "lines": 1, "estimated_tokens": 496}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 832}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9e6ae8888ad666f459002562f23ade8928c3fae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_17d799ba2e153258", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 832, + "total_tokens": 23826, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 496, + "estimated_total_tokens": 3399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30875.12, + "sql_execution_elapsed_ms_total": 79.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_17d799ba2e153258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..05bea87fec889d9062f4145956821f86082ed9c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:18:04.738776+00:00", + "ended_at": "2026-05-04T07:18:35.614027+00:00", + "elapsed_ms": 30875.12, + "prompt_metrics": { + "chars": 10811, + "bytes_utf8": 10811, + "lines": 314, + "estimated_tokens": 2903 + }, + "stdout_metrics": { + "chars": 2244, + "bytes_utf8": 2244, + "lines": 4, + "estimated_tokens": 761 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1671, + "bytes_utf8": 1671, + "lines": 1, + "estimated_tokens": 496 + }, + "usage": { + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 832 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bd57ca27cb7cfcaebf9ebf302f2cce6cb58a978 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Weekend, measure_col=Informational_Duration.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5abf26b0d8cdc19660b5d2a8804d7b070c18e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-fba8-7950-bf97-f2f0cf5cc016"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Informational_Duration\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Weekend\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"Month\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Weekend\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Weekend\\\" = s.\\\"Weekend\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Used the planned template bindings: group_col=\\\"Month\\\", group_col_2=\\\"Weekend\\\", measure_col=\\\"Informational_Duration\\\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation and unsupported STDDEV with the population standard deviation formula over CASTed REAL values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22994,"cached_input_tokens":21888,"output_tokens":832}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53132b764adf98d32fbfac285521e5c26c2f107a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n AND TRIM(\"Informational_Duration\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"median_cte\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Weekend\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"Month\", \"Weekend\"\n)\nSELECT\n m.\"Month\",\n m.\"Weekend\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Weekend\" = s.\"Weekend\"\nORDER BY m.\"median_measure\" DESC;","notes":"Used the planned template bindings: group_col=\"Month\", group_col_2=\"Weekend\", measure_col=\"Informational_Duration\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation and unsupported STDDEV with the population standard deviation formula over CASTed REAL values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efa3a7fb150c47a0d5bf322dd948ef74cad22b1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:08.192508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:10.649415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:34.543377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce607660b58422115cbd2657839e4a3908e1516d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Weekend, measure_col=Informational_Duration. +Result preview: [{"Month": "Aug", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 109.39286774867006}, {"Month": "Aug", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 130.69970757802255}, {"Month": "Dec", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 181.9553451093011}, {"Month": "Dec", "Weekend": "TRUE", "median_measure": 0.0, "measure_stddev": 90.40457301493582}, {"Month": "Feb", "Weekend": "FALSE", "median_measure": 0.0, "measure_stddev": 15.40319791202982}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3465c4fd587a3260e5aa20a7fe5bb9dd822f373a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_17d799ba2e153258 +-- problem_id: v2p_m6_b014464b563ef70a +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "Month", + "Weekend", + CAST("Informational_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL + AND TRIM("Informational_Duration") <> '' +), +"ranked" AS ( + SELECT + "Month", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Weekend" + ) AS "cnt" + FROM "typed" +), +"median_cte" AS ( + SELECT + "Month", + "Weekend", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Weekend" +), +"stddev_cte" AS ( + SELECT + "Month", + "Weekend", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "Month", "Weekend" +) +SELECT + m."Month", + m."Weekend", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."Month" = s."Month" + AND m."Weekend" = s."Weekend" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..467dfb65cf90e598f3d2a54e8750d24ca8ff4556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n AND TRIM(\"Informational_Duration\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Weekend\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"median_cte\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Weekend\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"Month\",\n \"Weekend\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"Month\", \"Weekend\"\n)\nSELECT\n m.\"Month\",\n m.\"Weekend\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Weekend\" = s.\"Weekend\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Informational_Duration\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Weekend\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"Month\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Weekend\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Weekend\\\" = s.\\\"Weekend\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"Weekend\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"Aug\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 109.39286774867006}, {\"Month\": \"Aug\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 130.69970757802255}, {\"Month\": \"Dec\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 181.9553451093011}, {\"Month\": \"Dec\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 90.40457301493582}, {\"Month\": \"Feb\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 15.40319791202982}, {\"Month\": \"Feb\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 4.082691189269496}, {\"Month\": \"Jul\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 183.83661277843987}, {\"Month\": \"Jul\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 247.24973652258515}, {\"Month\": \"June\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 78.72371021584958}, {\"Month\": \"June\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 56.84218995200675}, {\"Month\": \"Mar\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 119.76317817182782}, {\"Month\": \"Mar\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 123.23323357772628}, {\"Month\": \"May\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 113.53848074411637}, {\"Month\": \"May\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 141.92294993684402}, {\"Month\": \"Nov\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 140.8222052517993}, {\"Month\": \"Nov\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 188.6249289155352}, {\"Month\": \"Oct\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 163.57924361959584}, {\"Month\": \"Oct\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 97.35583582497753}, {\"Month\": \"Sep\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_stddev\": 108.1395020612034}, {\"Month\": \"Sep\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_stddev\": 240.14488159934996}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 79.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98ee1d5be39df9e4f48660f7bcefb48a30e8c2dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:18:04.733563+00:00", + "ended_at": "2026-05-04T07:18:35.750936+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_17d799ba2e153258", + "problem_id": "v2p_m6_b014464b563ef70a", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Weekend, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Month", + "group_col_2": "Weekend", + "measure_col": "Informational_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_17d799ba2e153258.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_17d799ba2e153258", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 832, + "total_tokens": 23826, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 496, + "estimated_total_tokens": 3399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30875.12, + "sql_execution_elapsed_ms_total": 79.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_17d799ba2e153258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4a5f2c94f27a07731e2c127f0234f0177c30786 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:35.638275+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 30875.12, "started_at": "2026-05-04T07:18:04.738776+00:00", "ended_at": "2026-05-04T07:18:35.614027+00:00", "prompt_metrics": {"chars": 10811, "bytes_utf8": 10811, "lines": 314, "estimated_tokens": 2903}, "response_metrics": {"chars": 1671, "bytes_utf8": 1671, "lines": 1, "estimated_tokens": 496}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 832}, "stderr_preview": "2026-05-04T07:18:08.192508Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:10.649415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Weekend\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Weekend\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measur"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a2d40c01c9bf36b05b205de0f2c6d12b6b06b4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_17d799ba2e153258/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_17d799ba2e153258", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 832, + "total_tokens": 23826, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 496, + "estimated_total_tokens": 3399, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30875.12, + "sql_execution_elapsed_ms_total": 79.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_17d799ba2e153258\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9030bd21c0d03f40f7aa4f09a82e88fe704c2555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10650, "bytes_utf8": 10650, "lines": 315, "estimated_tokens": 2837}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22928, "cached_input_tokens": 19840, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bec5f28a3ec7de07b0e2ce3e0f82470166e0c5b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_193028c57279b6a1", + "api_calls": 0, + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2837, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10744.66, + "sql_execution_elapsed_ms_total": 8.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_193028c57279b6a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..471fca6c08593e5f6db501bc57639530b2ffa8da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:52:58.647547+00:00", + "ended_at": "2026-05-04T06:53:09.391962+00:00", + "elapsed_ms": 10744.66, + "prompt_metrics": { + "chars": 10650, + "bytes_utf8": 10650, + "lines": 315, + "estimated_tokens": 2837 + }, + "stdout_metrics": { + "chars": 746, + "bytes_utf8": 746, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13162 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 421, + "bytes_utf8": 421, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d111da9cd1072b2e3a1ebd64a2185b24909cf97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Month", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4319739ad32b1e508e771156affdb4f1c02702f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-f417-73d3-a18c-bd253bd0a4f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Month\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col bound to \\\"Month\\\" and condition_col bound to \\\"Revenue\\\", measuring the within-month proportion of rows where Revenue is FALSE.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22928,"cached_input_tokens":19840,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a842bf1c178792c8d4b2e1b10d1e1bc24c715f30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Month\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col bound to \"Month\" and condition_col bound to \"Revenue\", measuring the within-month proportion of rows where Revenue is FALSE."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84029a10a070310b01a856f1b419ffd4ed33a1b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:58.849752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:01.234119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:08.708297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..70e3e763b774eedaf9c7595baadb66f1c4735c1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, condition_col=Revenue. +Result preview: [{"Month": "Feb", "condition_rate": 0.9836956521739131}, {"Month": "Mar", "condition_rate": 0.8993183009963294}, {"Month": "June", "condition_rate": 0.8993055555555556}, {"Month": "May", "condition_rate": 0.8914982164090368}, {"Month": "Dec", "condition_rate": 0.87492762015055}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e3044024eb7e78512253d8a44cad5a64c96313c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_193028c57279b6a1 +-- problem_id: v2p_m6_cdbc04f384edba3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..14689cb5e56a72bbb724f5fd1f0cbeab97f24afb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Month\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Month\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Month\", \"condition_rate\"], \"rows\": [{\"Month\": \"Feb\", \"condition_rate\": 0.9836956521739131}, {\"Month\": \"Mar\", \"condition_rate\": 0.8993183009963294}, {\"Month\": \"June\", \"condition_rate\": 0.8993055555555556}, {\"Month\": \"May\", \"condition_rate\": 0.8914982164090368}, {\"Month\": \"Dec\", \"condition_rate\": 0.87492762015055}, {\"Month\": \"Jul\", \"condition_rate\": 0.8472222222222222}, {\"Month\": \"Aug\", \"condition_rate\": 0.8244803695150116}, {\"Month\": \"Sep\", \"condition_rate\": 0.8080357142857143}, {\"Month\": \"Oct\", \"condition_rate\": 0.7905282331511839}, {\"Month\": \"Nov\", \"condition_rate\": 0.7464976651100734}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..25d70331f21d7d2da6a21f23f72ef437466917ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:52:58.644548+00:00", + "ended_at": "2026-05-04T06:53:09.426635+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_193028c57279b6a1", + "problem_id": "v2p_m6_cdbc04f384edba3a", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, condition_col=Revenue.", + "bindings": { + "group_col": "Month", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_193028c57279b6a1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_193028c57279b6a1", + "api_calls": 0, + "input_tokens": 22928, + "cached_input_tokens": 19840, + "output_tokens": 124, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2837, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10744.66, + "sql_execution_elapsed_ms_total": 8.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_193028c57279b6a1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff2b47a0f34c870aaee95a959b7049889b33a699 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_193028c57279b6a1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:09.411159+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10744.66, "started_at": "2026-05-04T06:52:58.647547+00:00", "ended_at": "2026-05-04T06:53:09.391962+00:00", "prompt_metrics": {"chars": 10650, "bytes_utf8": 10650, "lines": 315, "estimated_tokens": 2837}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22928, "cached_input_tokens": 19840, "output_tokens": 124}, "stderr_preview": "2026-05-04T06:52:58.849752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:01.234119Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "item_col": "Informational_Duration", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d30f975a316f26462a915982f920f0ab3819a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-2247-7f21-be62-e98f3ee5ae6a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"Region\\\", item_col=\\\"Informational_Duration\\\", and measure_col=\\\"Administrative\\\". Cast \\\"Administrative\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":2432,"output_tokens":238}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8372ebf70eb22a95d3ca380c9910f8fc6945e52b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"Informational_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"Informational_Duration\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"Region\", item_col=\"Informational_Duration\", and measure_col=\"Administrative\". Cast \"Administrative\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca94992d116e8609da5cb093c8ee2e35e765a28f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:32.909037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:35.328813Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:46.570251Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd7c8b8f5a26c80005aca9bca9a81952375dc65a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=Administrative. +Result preview: [{"Region": "8", "Informational_Duration": "0", "total_measure": 719.0, "share_within_group": 66.75951717734448}, {"Region": "5", "Informational_Duration": "0", "total_measure": 502.0, "share_within_group": 64.11238825031928}, {"Region": "9", "Informational_Duration": "0", "total_measure": 645.0, "share_within_group": 61.37012369172217}, {"Region": "6", "Informational_Duration": "0", "total_measure": 1005.0, "share_within_group": 60.725075528700906}, {"Region": "4", "Informational_Duration": "0", "total_measure": 1631.0, "share_within_group": 59.91917707567965}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7adec0c2939aa14749ef6dac90662f6378da07e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_197bcfd76a92d4d0 +-- problem_id: v2p_m6_85b71d5c3a07d2d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Informational_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08fb7e6266fe162520b3c6205da222b50da2e225 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"Informational_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"Informational_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Region\", \"Informational_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Region\": \"8\", \"Informational_Duration\": \"0\", \"total_measure\": 719.0, \"share_within_group\": 66.75951717734448}, {\"Region\": \"5\", \"Informational_Duration\": \"0\", \"total_measure\": 502.0, \"share_within_group\": 64.11238825031928}, {\"Region\": \"9\", \"Informational_Duration\": \"0\", \"total_measure\": 645.0, \"share_within_group\": 61.37012369172217}, {\"Region\": \"6\", \"Informational_Duration\": \"0\", \"total_measure\": 1005.0, \"share_within_group\": 60.725075528700906}, {\"Region\": \"4\", \"Informational_Duration\": \"0\", \"total_measure\": 1631.0, \"share_within_group\": 59.91917707567965}, {\"Region\": \"7\", \"Informational_Duration\": \"0\", \"total_measure\": 1071.0, \"share_within_group\": 59.765625}, {\"Region\": \"2\", \"Informational_Duration\": \"0\", \"total_measure\": 1626.0, \"share_within_group\": 59.53863053826437}, {\"Region\": \"3\", \"Informational_Duration\": \"0\", \"total_measure\": 3494.0, \"share_within_group\": 59.44198707043212}, {\"Region\": \"1\", \"Informational_Duration\": \"0\", \"total_measure\": 6297.0, \"share_within_group\": 57.999447361149485}, {\"Region\": \"5\", \"Informational_Duration\": \"625.5\", \"total_measure\": 24.0, \"share_within_group\": 3.0651340996168583}, {\"Region\": \"9\", \"Informational_Duration\": \"11\", \"total_measure\": 27.0, \"share_within_group\": 2.5689819219790677}, {\"Region\": \"5\", \"Informational_Duration\": \"18\", \"total_measure\": 15.0, \"share_within_group\": 1.9157088122605364}, {\"Region\": \"9\", \"Informational_Duration\": \"51.4\", \"total_measure\": 19.0, \"share_within_group\": 1.8078020932445291}, {\"Region\": \"5\", \"Informational_Duration\": \"3\", \"total_measure\": 13.0, \"share_within_group\": 1.6602809706257982}, {\"Region\": \"5\", \"Informational_Duration\": \"85\", \"total_measure\": 13.0, \"share_within_group\": 1.6602809706257982}, {\"Region\": \"6\", \"Informational_Duration\": \"28\", \"total_measure\": 25.0, \"share_within_group\": 1.5105740181268883}, {\"Region\": \"8\", \"Informational_Duration\": \"199.4\", \"total_measure\": 16.0, \"share_within_group\": 1.4856081708449396}, {\"Region\": \"5\", \"Informational_Duration\": \"109.8\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"5\", \"Informational_Duration\": \"6\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"5\", \"Informational_Duration\": \"70\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"8\", \"Informational_Duration\": \"48.35\", \"total_measure\": 15.0, \"share_within_group\": 1.392757660167131}, {\"Region\": \"9\", \"Informational_Duration\": \"449.3333333\", \"total_measure\": 14.0, \"share_within_group\": 1.3320647002854424}, {\"Region\": \"7\", \"Informational_Duration\": \"12\", \"total_measure\": 23.0, \"share_within_group\": 1.2834821428571428}, {\"Region\": \"5\", \"Informational_Duration\": \"38.2\", \"total_measure\": 10.0, \"share_within_group\": 1.277139208173691}, {\"Region\": \"5\", \"Informational_Duration\": \"86\", \"total_measure\": 10.0, \"share_within_group\": 1.277139208173691}, {\"Region\": \"9\", \"Informational_Duration\": \"102.8\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"12\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"22.5\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"368.1547619\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"7\", \"Informational_Duration\": \"20\", \"total_measure\": 22.0, \"share_within_group\": 1.2276785714285714}, {\"Region\": \"7\", \"Informational_Duration\": \"84.8\", \"total_measure\": 21.0, \"share_within_group\": 1.171875}, {\"Region\": \"5\", \"Informational_Duration\": \"124.2\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"5\", \"Informational_Duration\": \"177.8\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"5\", \"Informational_Duration\": \"302\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"9\", \"Informational_Duration\": \"8\", \"total_measure\": 12.0, \"share_within_group\": 1.141769743101808}, {\"Region\": \"8\", \"Informational_Duration\": \"276.08\", \"total_measure\": 12.0, \"share_within_group\": 1.1142061281337048}, {\"Region\": \"6\", \"Informational_Duration\": \"114.3333333\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"6\", \"Informational_Duration\": \"52.4\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"6\", \"Informational_Duration\": \"70.25\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"7\", \"Informational_Duration\": \"9\", \"total_measure\": 19.0, \"share_within_group\": 1.0602678571428572}, {\"Region\": \"9\", \"Informational_Duration\": \"32\", \"total_measure\": 11.0, \"share_within_group\": 1.0466222645099905}, {\"Region\": \"9\", \"Informational_Duration\": \"34\", \"total_measure\": 11.0, \"share_within_group\": 1.0466222645099905}, {\"Region\": \"5\", \"Informational_Duration\": \"1652\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"5\", \"Informational_Duration\": \"36.33333333\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"5\", \"Informational_Duration\": \"57\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"8\", \"Informational_Duration\": \"104\", \"total_measure\": 11.0, \"share_within_group\": 1.021355617455896}, {\"Region\": \"8\", \"Informational_Duration\": \"35.7\", \"total_measure\": 11.0, \"share_within_group\": 1.021355617455896}, {\"Region\": \"7\", \"Informational_Duration\": \"26\", \"total_measure\": 18.0, \"share_within_group\": 1.0044642857142858}, {\"Region\": \"2\", \"Informational_Duration\": \"503.7222222\", \"total_measure\": 26.0, \"share_within_group\": 0.9520322226290736}, {\"Region\": \"9\", \"Informational_Duration\": \"147\", \"total_measure\": 10.0, \"share_within_group\": 0.9514747859181731}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..903f5a126d1073283d59da9364c46f0a78689877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:57:32.544085+00:00", + "ended_at": "2026-05-04T06:57:47.279402+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_197bcfd76a92d4d0", + "problem_id": "v2p_m6_85b71d5c3a07d2d6", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "item_col": "Informational_Duration", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_197bcfd76a92d4d0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_197bcfd76a92d4d0", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 2432, + "output_tokens": 238, + "total_tokens": 23225, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3058, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14684.3, + "sql_execution_elapsed_ms_total": 20.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_197bcfd76a92d4d0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9113ca0c88e5e10d782c85abb304b69b45cf3826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_197bcfd76a92d4d0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:47.248276+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14684.3, "started_at": "2026-05-04T06:57:32.547803+00:00", "ended_at": "2026-05-04T06:57:47.232096+00:00", "prompt_metrics": {"chars": 10829, "bytes_utf8": 10829, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22987, "cached_input_tokens": 2432, "output_tokens": 238}, "stderr_preview": "2026-05-04T06:57:32.909037Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:35.328813Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=TrafficType, measure_col=ExitRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "TrafficType", + "measure_col": "ExitRates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ef1b4a2ad3b56c9814b2c58295f6ce97b3b3cca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-168b-7bb2-a3e6-5134494590a6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"ExitRates\\\" IS NOT NULL\\n),\\n\\\"summary\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\",\\n COUNT(*) AS \\\"group_size\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"summary\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC\\nLIMIT 11;\",\"notes\":\"Adapted the planned template for SQLite by replacing PERCENTILE_CONT with an exact median via window functions and STDDEV with SQRT(AVG(x*x)-AVG(x)*AVG(x)); applied the bound grouping columns and measure, and used min_group_size=5 plus top_k=11.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22994,"cached_input_tokens":21888,"output_tokens":851}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee4bd09a98e4e92055fb0fb26880dc11c70a58f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"TrafficType\",\n CAST(\"ExitRates\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"TrafficType\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"ExitRates\" IS NOT NULL\n),\n\"summary\" AS (\n SELECT\n \"OperatingSystems\",\n \"TrafficType\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\",\n COUNT(*) AS \"group_size\"\n FROM \"ranked\"\n GROUP BY \"OperatingSystems\", \"TrafficType\"\n)\nSELECT\n \"OperatingSystems\",\n \"TrafficType\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"summary\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC\nLIMIT 11;","notes":"Adapted the planned template for SQLite by replacing PERCENTILE_CONT with an exact median via window functions and STDDEV with SQRT(AVG(x*x)-AVG(x)*AVG(x)); applied the bound grouping columns and measure, and used min_group_size=5 plus top_k=11."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd6427a2a552d2c538e6e0ed4b0b993c35c80886 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:26.063582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:28.905917Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:49.738194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc65a3efebea669633edefd4c10c3bb6ee1ee9da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=TrafficType, measure_col=ExitRates. +Result preview: [{"OperatingSystems": "3", "TrafficType": "15", "median_measure": 0.066666667, "measure_stddev": 0.06294732839514275}, {"OperatingSystems": "1", "TrafficType": "15", "median_measure": 0.0583333335, "measure_stddev": 0.07416029125266929}, {"OperatingSystems": "3", "TrafficType": "13", "median_measure": 0.057888889, "measure_stddev": 0.060031852395561934}, {"OperatingSystems": "2", "TrafficType": "19", "median_measure": 0.0523157895, "measure_stddev": 0.03201558758411458}, {"OperatingSystems": "8", "TrafficType": "3", "median_measure": 0.05, "measure_stddev": 0.07776620760094248}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c74228bb4dbd404be90fb94106b35497cb1da259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/generated_sql.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_1b3ddc412d40fade +-- problem_id: v2p_m6_eccd60c878bca313 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "TrafficType", + CAST("ExitRates" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "TrafficType" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "ExitRates" IS NOT NULL +), +"summary" AS ( + SELECT + "OperatingSystems", + "TrafficType", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev", + COUNT(*) AS "group_size" + FROM "ranked" + GROUP BY "OperatingSystems", "TrafficType" +) +SELECT + "OperatingSystems", + "TrafficType", + "median_measure", + "measure_stddev" +FROM "summary" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..eb0889c61c0d27c47f8e2318d35355058db07922 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"TrafficType\",\n CAST(\"ExitRates\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"TrafficType\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"TrafficType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"ExitRates\" IS NOT NULL\n),\n\"summary\" AS (\n SELECT\n \"OperatingSystems\",\n \"TrafficType\",\n AVG(CASE WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"measure\" END) AS \"median_measure\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\",\n COUNT(*) AS \"group_size\"\n FROM \"ranked\"\n GROUP BY \"OperatingSystems\", \"TrafficType\"\n)\nSELECT\n \"OperatingSystems\",\n \"TrafficType\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"summary\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"ExitRates\\\" IS NOT NULL\\n),\\n\\\"summary\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"measure\\\" END) AS \\\"median_measure\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\",\\n COUNT(*) AS \\\"group_size\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"summary\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC\\nLIMIT 11;\", \"columns\": [\"OperatingSystems\", \"TrafficType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"3\", \"TrafficType\": \"15\", \"median_measure\": 0.066666667, \"measure_stddev\": 0.06294732839514275}, {\"OperatingSystems\": \"1\", \"TrafficType\": \"15\", \"median_measure\": 0.0583333335, \"measure_stddev\": 0.07416029125266929}, {\"OperatingSystems\": \"3\", \"TrafficType\": \"13\", \"median_measure\": 0.057888889, \"measure_stddev\": 0.060031852395561934}, {\"OperatingSystems\": \"2\", \"TrafficType\": \"19\", \"median_measure\": 0.0523157895, \"measure_stddev\": 0.03201558758411458}, {\"OperatingSystems\": \"8\", \"TrafficType\": \"3\", \"median_measure\": 0.05, \"measure_stddev\": 0.07776620760094248}, {\"OperatingSystems\": \"1\", \"TrafficType\": \"1\", \"median_measure\": 0.045269841, \"measure_stddev\": 0.06545777810860583}, {\"OperatingSystems\": \"3\", \"TrafficType\": \"19\", \"median_measure\": 0.044444444, \"measure_stddev\": 0.06665111426375087}, {\"OperatingSystems\": \"3\", \"TrafficType\": \"3\", \"median_measure\": 0.043381102000000005, \"measure_stddev\": 0.0587692875712447}, {\"OperatingSystems\": \"2\", \"TrafficType\": \"18\", \"median_measure\": 0.042424242, \"measure_stddev\": 0.04197753486853303}, {\"OperatingSystems\": \"3\", \"TrafficType\": \"20\", \"median_measure\": 0.042261905, \"measure_stddev\": 0.06338572011699334}, {\"OperatingSystems\": \"4\", \"TrafficType\": \"13\", \"median_measure\": 0.04, \"measure_stddev\": 0.027946800143226144}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fcac32ab416a4d4ef3d8f6fe1494f010da12a6a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:20:25.828660+00:00", + "ended_at": "2026-05-04T07:20:50.542118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1b3ddc412d40fade", + "problem_id": "v2p_m6_eccd60c878bca313", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=TrafficType, measure_col=ExitRates.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "TrafficType", + "measure_col": "ExitRates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_1b3ddc412d40fade.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1b3ddc412d40fade", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 851, + "total_tokens": 23845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 403, + "estimated_total_tokens": 3306, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24600.41, + "sql_execution_elapsed_ms_total": 73.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1b3ddc412d40fade\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9b82c3e855aee25749e82f1798a901a5c4b3c85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:50.459065+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24600.41, "started_at": "2026-05-04T07:20:25.832270+00:00", "ended_at": "2026-05-04T07:20:50.433164+00:00", "prompt_metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2903}, "response_metrics": {"chars": 1391, "bytes_utf8": 1391, "lines": 1, "estimated_tokens": 403}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 851}, "stderr_preview": "2026-05-04T07:20:26.063582Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:28.905917Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\",\\n COUNT(*) AS \\\"group_size\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"TrafficType\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"TrafficType\\\",\\n"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9bc0742f830c44da7f1dd441d7d690f102a6c5ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b3ddc412d40fade/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1b3ddc412d40fade", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 851, + "total_tokens": 23845, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 403, + "estimated_total_tokens": 3306, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24600.41, + "sql_execution_elapsed_ms_total": 73.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1b3ddc412d40fade\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65fbde8cb356235a4a03a66ac49d4513be8d5518 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10593, "bytes_utf8": 10593, "lines": 312, "estimated_tokens": 2823}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22912, "cached_input_tokens": 22400, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7817d6f2b101fa61911f78d1fe0031b77c3631f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1b4ed5ad21bb1fab", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 160, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13251.29, + "sql_execution_elapsed_ms_total": 18.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1b4ed5ad21bb1fab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0233caf726103caf3a175c87be38510616a88b9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:35:39.959366+00:00", + "ended_at": "2026-05-04T07:35:53.210562+00:00", + "elapsed_ms": 13251.29, + "prompt_metrics": { + "chars": 10593, + "bytes_utf8": 10593, + "lines": 312, + "estimated_tokens": 2823 + }, + "stdout_metrics": { + "chars": 885, + "bytes_utf8": 885, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13146 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 555, + "bytes_utf8": 555, + "lines": 1, + "estimated_tokens": 133 + }, + "usage": { + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e157230d2a5f1cb52f0b2b6a8e3afd8aef5e1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Region, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative_Duration", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba67ec3ee8249119c699501e5da14c9450260cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-095d-7e22-b09b-1160fa8f7ef8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) > 56.4\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"Region\\\", measure_col=\\\"Administrative_Duration\\\", measure_threshold=56.4, and top_k=17. CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22912,"cached_input_tokens":22400,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39df839afa6a2c3fdc3d094ff650f68e9538d9f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Region\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING SUM(CAST(\"Administrative_Duration\" AS REAL)) > 56.4\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"Region\", measure_col=\"Administrative_Duration\", measure_threshold=56.4, and top_k=17. CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2181ab94cf803d2723129122050f56d75e179a51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:40.201046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:42.888305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:52.066524Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..34e1c27ef836809210abe5e1f6630dd10ed38dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Region, measure_col=Administrative_Duration. +Result preview: [{"Region": "1", "total_measure": 380717.241113413}, {"Region": "3", "total_measure": 199534.7439281}, {"Region": "2", "total_measure": 98697.58005032}, {"Region": "4", "total_measure": 98157.16159399}, {"Region": "7", "total_measure": 59945.43647476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..779c8df9ebf14aa03880ac48089ccc775f3893d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_1b4ed5ad21bb1fab +-- problem_id: v2p_m6_af87298b28a2d8a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Region" +HAVING SUM(CAST("Administrative_Duration" AS REAL)) > 56.4 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05ed43c17526fa64221ed70a3d9e4ca6d0aa457b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Region\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING SUM(CAST(\"Administrative_Duration\" AS REAL)) > 56.4\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) > 56.4\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 380717.241113413}, {\"Region\": \"3\", \"total_measure\": 199534.7439281}, {\"Region\": \"2\", \"total_measure\": 98697.58005032}, {\"Region\": \"4\", \"total_measure\": 98157.16159399}, {\"Region\": \"7\", \"total_measure\": 59945.43647476}, {\"Region\": \"6\", \"total_measure\": 55216.176133849}, {\"Region\": \"8\", \"total_measure\": 38878.39930855}, {\"Region\": \"9\", \"total_measure\": 37300.24534778}, {\"Region\": \"5\", \"total_measure\": 28046.48399925}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 18.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..02504d0e879f5d657959424eb8a8529fd6c576fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:35:39.955903+00:00", + "ended_at": "2026-05-04T07:35:53.290530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_1b4ed5ad21bb1fab", + "problem_id": "v2p_m6_af87298b28a2d8a6", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Region, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative_Duration", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_1b4ed5ad21bb1fab.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1b4ed5ad21bb1fab", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 160, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13251.29, + "sql_execution_elapsed_ms_total": 18.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1b4ed5ad21bb1fab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b457c68d7e64af122ca8bfb66d2adc78071a37a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:53.262376+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13251.29, "started_at": "2026-05-04T07:35:39.959366+00:00", "ended_at": "2026-05-04T07:35:53.210562+00:00", "prompt_metrics": {"chars": 10593, "bytes_utf8": 10593, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": 133}, "usage": {"input_tokens": 22912, "cached_input_tokens": 22400, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:35:40.201046Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:42.888305Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 56.4\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"Region\\\", measure_col=\\\"Administrative_Duration\\\", measure_threshold=56.4, and top_k=17. CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..046ad5d69da8b0c0d6a33d028654ed55eb92e69e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_1b4ed5ad21bb1fab/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_1b4ed5ad21bb1fab", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 160, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 133, + "estimated_total_tokens": 2956, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13251.29, + "sql_execution_elapsed_ms_total": 18.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_1b4ed5ad21bb1fab\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8332fdaef1c046f9c94e1b3e7c7fd3d7bec0e03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative_Duration": "0", "support": 5903, "avg_response": 0.023547348805692023}, {"Administrative_Duration": "4", "support": 56, "avg_response": 1.0714285714285714}, {"Administrative_Duration": "5", "support": 53, "avg_response": 1.0943396226415094}, {"Administrative_Duration": "7", "support": 45, "avg_response": 1.3555555555555556}, {"Administrative_Duration": "11", "support": 42, "avg_response": 1.4761904761904763}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9716b1d1f75f625aa14d4c85efe3a2df39a251c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_201082669a2ff6ef +-- problem_id: v2p_m6_30e717179762d3e1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce21337cf3208a693e5b47db91ba4a17dd4c9251 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_201082669a2ff6ef\n-- problem_id: v2p_m6_30e717179762d3e1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_201082669a2ff6ef\\n-- problem_id: v2p_m6_30e717179762d3e1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 0.023547348805692023}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 1.0714285714285714}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 1.0943396226415094}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 1.3555555555555556}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 1.4761904761904763}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 1.170731707317073}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 1.7837837837837838}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 1.3428571428571427}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 1.9696969696969697}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 1.25}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 1.6896551724137931}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 1.4137931034482758}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 1.8214285714285714}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 1.3928571428571428}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 1.8846153846153846}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 1.6538461538461537}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 1.1153846153846154}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 1.0769230769230769}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 1.96}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 2.1666666666666665}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 2.0}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 2.65}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 2.35}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 2.8421052631578947}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 2.473684210526316}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 2.3684210526315788}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 1.9473684210526316}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 2.7222222222222223}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 2.4444444444444446}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 1.9444444444444444}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 2.8823529411764706}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 2.411764705882353}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 2.0588235294117645}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 2.0}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 3.8125}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 3.3125}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 2.625}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 2.375}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 1.75}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 4.133333333333334}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 1.3333333333333333}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 1.1333333333333333}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 3.2142857142857144}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 2.9285714285714284}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 2.9285714285714284}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 2.857142857142857}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 2.2857142857142856}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"Administrative_Duration\": \"54\", \"support\": 13, \"avg_response\": 2.6153846153846154}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 2.3846153846153846}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3f4558d423e025d6912de677d5edd991bc8e1735 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.614407+00:00", + "ended_at": "2026-05-04T07:38:29.629299+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_201082669a2ff6ef", + "problem_id": "v2p_m6_30e717179762d3e1", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_201082669a2ff6ef.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_201082669a2ff6ef/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..410e74353b39ac4806eea1e6ff55dc780f96669e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10838, "bytes_utf8": 10838, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc5eeeff6150fae07cc1182325310b14cc258bba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_20323614aba6894c", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 204, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 160, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13019.45, + "sql_execution_elapsed_ms_total": 26.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_20323614aba6894c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5b6b3520c1042d2e5b55d80049463b4e8753e4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:59:15.777009+00:00", + "ended_at": "2026-05-04T06:59:28.796424+00:00", + "elapsed_ms": 13019.45, + "prompt_metrics": { + "chars": 10838, + "bytes_utf8": 10838, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 991, + "bytes_utf8": 991, + "lines": 4, + "estimated_tokens": 282 + }, + "stderr_metrics": { + "chars": 11426, + "bytes_utf8": 11426, + "lines": 29, + "estimated_tokens": 6457 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 641, + "bytes_utf8": 641, + "lines": 1, + "estimated_tokens": 160 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc8ba0a7b3feebe8e5437006dbcce210c76d18c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "item_col": "BounceRates", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f135bf7acff3c38103a7a851614afba46398aea8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-b561-7730-a77d-b31a436b4f42"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Weekend\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"Informational_Duration\\\". CAST to REAL is necessary because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2cb5df58c10ce0dae8072127f2e46c0d6d47d520 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"BounceRates\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Weekend\", item_col=\"BounceRates\", and measure_col=\"Informational_Duration\". CAST to REAL is necessary because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf26104c92bc63b6bc07c841a06cb6f8f0833f37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,29 @@ +2026-05-04T06:59:16.175333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:18.479682Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5835bba6a5c97ca352301dfd639ea2d1eae4d55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational_Duration. +Result preview: [{"Weekend": "FALSE", "BounceRates": "0", "total_measure": 77039.49166673, "share_within_group": 24.970339699437414}, {"Weekend": "TRUE", "BounceRates": "0", "total_measure": 26529.27857144, "share_within_group": 22.767874679012014}, {"Weekend": "TRUE", "BounceRates": "0.009677419", "total_measure": 2252.033333, "share_within_group": 1.9327330202601358}, {"Weekend": "TRUE", "BounceRates": "0.003571429", "total_measure": 2208.9, "share_within_group": 1.895715265797362}, {"Weekend": "TRUE", "BounceRates": "0.004851285", "total_measure": 2050.433333, "share_within_group": 1.759716497291804}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e99522210d07f328b0aa60cf32fe476489ff486 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_20323614aba6894c +-- problem_id: v2p_m6_36c9cb87111f5e40 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "BounceRates", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..24730e22f4597bec66c86d15e46fe2b765a44e07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"BounceRates\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Weekend\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Weekend\": \"FALSE\", \"BounceRates\": \"0\", \"total_measure\": 77039.49166673, \"share_within_group\": 24.970339699437414}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0\", \"total_measure\": 26529.27857144, \"share_within_group\": 22.767874679012014}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009677419\", \"total_measure\": 2252.033333, \"share_within_group\": 1.9327330202601358}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003571429\", \"total_measure\": 2208.9, \"share_within_group\": 1.895715265797362}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.004851285\", \"total_measure\": 2050.433333, \"share_within_group\": 1.759716497291804}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006896552\", \"total_measure\": 1968.5, \"share_within_group\": 1.6893999278926646}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.015384615\", \"total_measure\": 1907.8, \"share_within_group\": 1.6373061632886083}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.002\", \"total_measure\": 1839.25, \"share_within_group\": 1.5784753961780968}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003294118\", \"total_measure\": 1830.5, \"share_within_group\": 1.5709659984798185}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.002883379\", \"total_measure\": 1778.0, \"share_within_group\": 1.5259096122901488}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008181818\", \"total_measure\": 1494.5, \"share_within_group\": 1.2826051268659322}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.016666667\", \"total_measure\": 1463.6, \"share_within_group\": 1.2560862252800122}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.005714286\", \"total_measure\": 3676.0333333, \"share_within_group\": 1.1914902226515744}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003125\", \"total_measure\": 1357.0833333, \"share_within_group\": 1.1646718239376972}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.001290323\", \"total_measure\": 1193.125, \"share_within_group\": 1.0239600147152328}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009530632\", \"total_measure\": 1174.0, \"share_within_group\": 1.007546616888996}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.004761905\", \"total_measure\": 1173.7166667000001, \"share_within_group\": 1.0073034554683256}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.02\", \"total_measure\": 3035.0, \"share_within_group\": 0.9837160052358027}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008\", \"total_measure\": 1135.725, \"share_within_group\": 0.974698365814527}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014285714\", \"total_measure\": 1133.9, \"share_within_group\": 0.9731321200088863}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014979592\", \"total_measure\": 1093.3, \"share_within_group\": 0.938288514688875}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.000980392\", \"total_measure\": 1069.5066667, \"share_within_group\": 0.9178686744240306}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.016666667\", \"total_measure\": 2749.6666667, \"share_within_group\": 0.8912326553858878}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008844998\", \"total_measure\": 1024.25, \"share_within_group\": 0.8790286391384616}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.02173913\", \"total_measure\": 1009.733333, \"share_within_group\": 0.866570190480579}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.007542901\", \"total_measure\": 991.25, \"share_within_group\": 0.850707482104955}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006666667\", \"total_measure\": 972.48, \"share_within_group\": 0.8345987512710483}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.000764406\", \"total_measure\": 2549.375, \"share_within_group\": 0.8263133413008318}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003703704\", \"total_measure\": 942.9, \"share_within_group\": 0.8092126959664686}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.010869565\", \"total_measure\": 930.0, \"share_within_group\": 0.798141698217007}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014132104\", \"total_measure\": 886.5, \"share_within_group\": 0.7608092639455662}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.00376506\", \"total_measure\": 886.25, \"share_within_group\": 0.7605947097256155}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006451613\", \"total_measure\": 876.3333333, \"share_within_group\": 0.7520840589722929}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.000123762\", \"total_measure\": 853.75, \"share_within_group\": 0.7327026611320104}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.002988954\", \"total_measure\": 2256.916667, \"share_within_group\": 0.7315206088340502}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.02962963\", \"total_measure\": 2201.3, \"share_within_group\": 0.7134939183939285}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003921569\", \"total_measure\": 802.5, \"share_within_group\": 0.6887190460420947}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.013131313\", \"total_measure\": 759.5, \"share_within_group\": 0.6518157202105557}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014155251\", \"total_measure\": 759.0, \"share_within_group\": 0.651386611770654}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.010810811\", \"total_measure\": 742.0, \"share_within_group\": 0.6367969248139991}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.005315857\", \"total_measure\": 1949.166667, \"share_within_group\": 0.6317714817792501}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006631763\", \"total_measure\": 733.8, \"share_within_group\": 0.6297595463996125}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009444444\", \"total_measure\": 725.5, \"share_within_group\": 0.6226363462972457}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.008333333\", \"total_measure\": 1920.85, \"share_within_group\": 0.622593373527905}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.005882353\", \"total_measure\": 711.36666667, \"share_within_group\": 0.6105068810655541}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.014285714\", \"total_measure\": 1881.15, \"share_within_group\": 0.6097256551068634}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.02\", \"total_measure\": 707.4, \"share_within_group\": 0.6071026207728072}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.001869159\", \"total_measure\": 706.6, \"share_within_group\": 0.6064160472689646}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.002857143\", \"total_measure\": 1867.95, \"share_within_group\": 0.6054472197628394}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.012\", \"total_measure\": 704.25, \"share_within_group\": 0.604399237601427}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be346069d7d6cd8d7131704487fcedcec5359d90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:59:15.773073+00:00", + "ended_at": "2026-05-04T06:59:28.869789+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_20323614aba6894c", + "problem_id": "v2p_m6_36c9cb87111f5e40", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "item_col": "BounceRates", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_20323614aba6894c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_20323614aba6894c", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 204, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 160, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13019.45, + "sql_execution_elapsed_ms_total": 26.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_20323614aba6894c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7c8ac50cb5e354e5e0bc1a02fbe284a6d50644c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20323614aba6894c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:28.816968+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13019.45, "started_at": "2026-05-04T06:59:15.777009+00:00", "ended_at": "2026-05-04T06:59:28.796424+00:00", "prompt_metrics": {"chars": 10838, "bytes_utf8": 10838, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 641, "bytes_utf8": 641, "lines": 1, "estimated_tokens": 160}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 204}, "stderr_preview": "2026-05-04T06:59:16.175333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:18.479682Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3e84d1485232b151258c00720635965f1acfcc6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_20dd92299942c7a8\n-- problem_id: v2p_m6_8af40284ffbeda6f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_20dd92299942c7a8\\n-- problem_id: v2p_m6_8af40284ffbeda6f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.008450704225352112}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 0.020710059171597635}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 0.08206686930091185}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 0.15120274914089346}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 0.056179775280898875}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 0.13839285714285715}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.09813084112149532}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 0.292817679558011}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 0.20958083832335328}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 0.17105263157894737}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 0.13333333333333333}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 0.2033898305084746}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 0.33035714285714285}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 0.1941747572815534}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 0.367816091954023}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 0.27586206896551724}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 0.3855421686746988}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 0.2564102564102564}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 0.25}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 0.3}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.08955223880597014}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.0}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 0.10344827586206896}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 0.4444444444444444}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 0.1111111111111111}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.018518518518518517}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 0.21568627450980393}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.06521739130434782}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 0.6444444444444445}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 0.37777777777777777}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 0.2}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 0.5681818181818182}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 0.29545454545454547}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 0.24390243902439024}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 0.14634146341463414}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 0.39473684210526316}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 0.34210526315789475}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 0.21052631578947367}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 0.40540540540540543}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 0.3333333333333333}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 0.25}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 0.2647058823529412}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 0.22580645161290322}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 0.43333333333333335}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 0.8275862068965517}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 0.4482758620689655}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 0.3103448275862069}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 0.14285714285714285}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 0.5185185185185185}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 0.11538461538461539}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e80a4d4bd5bc8a2c3467e341eb69fe8ec1c06989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.968043+00:00", + "ended_at": "2026-05-04T07:38:29.982065+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_20dd92299942c7a8", + "problem_id": "v2p_m6_8af40284ffbeda6f", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_20dd92299942c7a8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_20dd92299942c7a8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..237018bdefd0c1aacd98ca3493dd8934dc5f29e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10696, "bytes_utf8": 10696, "lines": 315, "estimated_tokens": 2846}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22937, "cached_input_tokens": 21888, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3bfb7fc11cb552e9f22b852b615c596bc17f78a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_21c66b732dfca206", + "api_calls": 0, + "input_tokens": 22937, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2846, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12430.71, + "sql_execution_elapsed_ms_total": 26.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_21c66b732dfca206\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..afc8dec72506122796eaf0a3dc835782ab1c866d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:52:22.678412+00:00", + "ended_at": "2026-05-04T06:52:35.108698+00:00", + "elapsed_ms": 12430.71, + "prompt_metrics": { + "chars": 10696, + "bytes_utf8": 10696, + "lines": 315, + "estimated_tokens": 2846 + }, + "stdout_metrics": { + "chars": 809, + "bytes_utf8": 809, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22937, + "cached_input_tokens": 21888, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa84d4629c39b1548e75ff863fd0aeaba7a692c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9969a24f4b982863b634998c9a0bc10a28e4375 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-67a3-7c63-8e35-2a9a98bcca7d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the required Grouped Condition Rate template with group_col bound to \\\"Informational\\\" and condition_col bound to \\\"VisitorType\\\", measuring the rate of rows where VisitorType is 'New_Visitor' within each Informational group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22937,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddb4793ac257fbf1eb5628e8f9fe1ddfe743fb15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;","notes":"Uses the required Grouped Condition Rate template with group_col bound to \"Informational\" and condition_col bound to \"VisitorType\", measuring the rate of rows where VisitorType is 'New_Visitor' within each Informational group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb3e9c82b60dfcca3f4df4a7767d07a6da22dbb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:22.886348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:25.207643Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:34.307681Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eaf89c42d96d337b1db29eab15d64b2f2ef768a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType. +Result preview: [{"Informational": "0", "condition_rate": 0.14661305289205073}, {"Informational": "10", "condition_rate": 0.14285714285714285}, {"Informational": "2", "condition_rate": 0.12087912087912088}, {"Informational": "1", "condition_rate": 0.11239193083573487}, {"Informational": "4", "condition_rate": 0.10810810810810811}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c136c2af20f950cd9f01f97ee32bedee01da087f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_21c66b732dfca206 +-- problem_id: v2p_m6_b1ec6c0e011850d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f000ee53b41da290248d4fa42f1b09503a80856 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Informational\", \"condition_rate\"], \"rows\": [{\"Informational\": \"0\", \"condition_rate\": 0.14661305289205073}, {\"Informational\": \"10\", \"condition_rate\": 0.14285714285714285}, {\"Informational\": \"2\", \"condition_rate\": 0.12087912087912088}, {\"Informational\": \"1\", \"condition_rate\": 0.11239193083573487}, {\"Informational\": \"4\", \"condition_rate\": 0.10810810810810811}, {\"Informational\": \"6\", \"condition_rate\": 0.07692307692307693}, {\"Informational\": \"3\", \"condition_rate\": 0.07368421052631578}, {\"Informational\": \"9\", \"condition_rate\": 0.06666666666666667}, {\"Informational\": \"5\", \"condition_rate\": 0.06060606060606061}, {\"Informational\": \"7\", \"condition_rate\": 0.027777777777777776}, {\"Informational\": \"8\", \"condition_rate\": 0.0}, {\"Informational\": \"24\", \"condition_rate\": 0.0}, {\"Informational\": \"16\", \"condition_rate\": 0.0}, {\"Informational\": \"14\", \"condition_rate\": 0.0}, {\"Informational\": \"13\", \"condition_rate\": 0.0}, {\"Informational\": \"12\", \"condition_rate\": 0.0}, {\"Informational\": \"11\", \"condition_rate\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49cf17420689a855cadc97ef96c213d50aad781c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:52:22.670704+00:00", + "ended_at": "2026-05-04T06:52:35.162069+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_21c66b732dfca206", + "problem_id": "v2p_m6_b1ec6c0e011850d6", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, condition_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_21c66b732dfca206.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_21c66b732dfca206", + "api_calls": 0, + "input_tokens": 22937, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2846, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12430.71, + "sql_execution_elapsed_ms_total": 26.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_21c66b732dfca206\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0c3b7ac3a533f54020aeaf5694271d9e84b260d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_21c66b732dfca206/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:35.128301+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12430.71, "started_at": "2026-05-04T06:52:22.678412+00:00", "ended_at": "2026-05-04T06:52:35.108698+00:00", "prompt_metrics": {"chars": 10696, "bytes_utf8": 10696, "lines": 315, "estimated_tokens": 2846}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22937, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T06:52:22.886348Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:25.207643Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cdcc23215da5aade6e9219db36596cdbe1fee63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_22b963b2f693ee0e\n-- problem_id: v2p_m6_494a1b30d6a30dcd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_22b963b2f693ee0e\\n-- problem_id: v2p_m6_494a1b30d6a30dcd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 0.15343273231622745}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 0.43722304283604135}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 0.5179533213644524}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 0.6065573770491803}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 0.615686274509804}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 0.8191304347826087}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 0.9606481481481481}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 1.1775147928994083}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 1.4355400696864111}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 1.2844444444444445}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 1.542483660130719}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 1.9523809523809523}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 1.7674418604651163}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 2.3214285714285716}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 2.590909090909091}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 2.6052631578947367}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 1.5}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 3.6875}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 3.0}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 2.1666666666666665}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a561e9a125e1dd371b3c7f323111ea0a1ecb56d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.585614+00:00", + "ended_at": "2026-05-04T07:38:29.597619+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_22b963b2f693ee0e", + "problem_id": "v2p_m6_494a1b30d6a30dcd", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_22b963b2f693ee0e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_22b963b2f693ee0e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66ee4caf11e20fb8ab299f193f8e1a47f2068713 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10433, "bytes_utf8": 10433, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..00dccf00eb40e542438f178de5313c8ebc0c0fcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_236a75dc346a703b", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10817.19, + "sql_execution_elapsed_ms_total": 7.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_236a75dc346a703b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..487dda3a38b812d7c9f0fc3669b242ca3e0b5257 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:10:25.529700+00:00", + "ended_at": "2026-05-04T07:10:36.346847+00:00", + "elapsed_ms": 10817.19, + "prompt_metrics": { + "chars": 10433, + "bytes_utf8": 10433, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f27dc30b70c3b7b917ceec7c435555f3b57377b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Administrative", + "measure_col": "OperatingSystems", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe211f0227bb82b09f7b3110a2a473e6453e073 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-edab-75a3-b1f0-937b5cc18498"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Administrative\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Administrative\\\" and measure_col bound to \\\"OperatingSystems\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..164014209df433883177050ef590cddfdb01f283 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Administrative\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Administrative\" and measure_col bound to \"OperatingSystems\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..410d7a554d78e2088fc859566f3a10832fcd0481 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:25.807606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:28.339061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:35.653341Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f18639abe15deadb1b5f0d33948612cbd6eb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems. +Result preview: [{"Administrative": "26", "avg_measure": 3.0}, {"Administrative": "21", "avg_measure": 2.5}, {"Administrative": "17", "avg_measure": 2.375}, {"Administrative": "23", "avg_measure": 2.3333333333333335}, {"Administrative": "14", "avg_measure": 2.272727272727273}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5932495e9be98d54a3a57aed53ac913787d33d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_236a75dc346a703b +-- problem_id: v2p_m6_e4cc323eb87b0415 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Administrative" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebb6ef5b7c1df56cb03d40752fc859eb77c42fab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Administrative\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Administrative\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Administrative\", \"avg_measure\"], \"rows\": [{\"Administrative\": \"26\", \"avg_measure\": 3.0}, {\"Administrative\": \"21\", \"avg_measure\": 2.5}, {\"Administrative\": \"17\", \"avg_measure\": 2.375}, {\"Administrative\": \"23\", \"avg_measure\": 2.3333333333333335}, {\"Administrative\": \"14\", \"avg_measure\": 2.272727272727273}, {\"Administrative\": \"15\", \"avg_measure\": 2.263157894736842}, {\"Administrative\": \"22\", \"avg_measure\": 2.25}, {\"Administrative\": \"18\", \"avg_measure\": 2.25}, {\"Administrative\": \"16\", \"avg_measure\": 2.25}, {\"Administrative\": \"5\", \"avg_measure\": 2.1895652173913045}, {\"Administrative\": \"10\", \"avg_measure\": 2.189542483660131}, {\"Administrative\": \"13\", \"avg_measure\": 2.142857142857143}, {\"Administrative\": \"0\", \"avg_measure\": 2.139909847434119}, {\"Administrative\": \"6\", \"avg_measure\": 2.125}, {\"Administrative\": \"3\", \"avg_measure\": 2.123497267759563}, {\"Administrative\": \"1\", \"avg_measure\": 2.1070901033973413}, {\"Administrative\": \"2\", \"avg_measure\": 2.094254937163375}, {\"Administrative\": \"4\", \"avg_measure\": 2.0901960784313727}, {\"Administrative\": \"12\", \"avg_measure\": 2.0697674418604652}, {\"Administrative\": \"8\", \"avg_measure\": 2.0696864111498257}, {\"Administrative\": \"9\", \"avg_measure\": 2.062222222222222}, {\"Administrative\": \"11\", \"avg_measure\": 2.0285714285714285}, {\"Administrative\": \"7\", \"avg_measure\": 2.0236686390532546}, {\"Administrative\": \"27\", \"avg_measure\": 2.0}, {\"Administrative\": \"24\", \"avg_measure\": 2.0}, {\"Administrative\": \"19\", \"avg_measure\": 1.8333333333333333}, {\"Administrative\": \"20\", \"avg_measure\": 1.5}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f6802e27e0c6fb76c70123c1bda6335883c24fde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:10:25.526349+00:00", + "ended_at": "2026-05-04T07:10:36.385017+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_236a75dc346a703b", + "problem_id": "v2p_m6_e4cc323eb87b0415", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Administrative", + "measure_col": "OperatingSystems", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_236a75dc346a703b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_236a75dc346a703b", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10817.19, + "sql_execution_elapsed_ms_total": 7.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_236a75dc346a703b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b061ea4b533e5d7dfa6aaa19f178b00c1fd8179d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_236a75dc346a703b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:36.365013+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10817.19, "started_at": "2026-05-04T07:10:25.529700+00:00", "ended_at": "2026-05-04T07:10:36.346847+00:00", "prompt_metrics": {"chars": 10433, "bytes_utf8": 10433, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:10:25.807606Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:28.339061Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=OperatingSystems, measure_col=TrafficType.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "TrafficType", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0c062875132d2a361d540aa42471af7e7367ba2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-3bc8-7bf0-9e57-8d5fd40a073d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING SUM(CAST(\\\"TrafficType\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"OperatingSystems\\\" and measure_col=\\\"TrafficType\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22912,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f5c9043670e61a615805a1fc93befef1e7bfc49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"OperatingSystems\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING SUM(CAST(\"TrafficType\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"OperatingSystems\" and measure_col=\"TrafficType\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d27fa339eb55d4f667b973a44e2bad38095c1f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:47.607769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:50.220773Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:58.258244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a506a712e6721c47a015dcc0dddeed92497ff72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=OperatingSystems, measure_col=TrafficType. +Result preview: [{"OperatingSystems": "2", "total_measure": 24419.0}, {"OperatingSystems": "3", "total_measure": 13310.0}, {"OperatingSystems": "1", "total_measure": 9411.0}, {"OperatingSystems": "4", "total_measure": 1775.0}, {"OperatingSystems": "8", "total_measure": 1149.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..920f12cb588a51fca59367779b41fd2889369377 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_246c63d0a33ae994 +-- problem_id: v2p_m6_99c8a15e77572037 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "OperatingSystems" +HAVING SUM(CAST("TrafficType" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdd5e690681cbbbe328a2e469cd8a3fdbe24596 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"OperatingSystems\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING SUM(CAST(\"TrafficType\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING SUM(CAST(\\\"TrafficType\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 24419.0}, {\"OperatingSystems\": \"3\", \"total_measure\": 13310.0}, {\"OperatingSystems\": \"1\", \"total_measure\": 9411.0}, {\"OperatingSystems\": \"4\", \"total_measure\": 1775.0}, {\"OperatingSystems\": \"8\", \"total_measure\": 1149.0}, {\"OperatingSystems\": \"6\", \"total_measure\": 64.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 36.0}, {\"OperatingSystems\": \"7\", \"total_measure\": 14.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d01c35748edfef9bbea27610a011391f2a50e80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:34:47.331883+00:00", + "ended_at": "2026-05-04T07:34:59.264913+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_246c63d0a33ae994", + "problem_id": "v2p_m6_99c8a15e77572037", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=OperatingSystems, measure_col=TrafficType.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "TrafficType", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_246c63d0a33ae994.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_246c63d0a33ae994", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11881.36, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_246c63d0a33ae994\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f87f367107f88ee09baebcaec780bf8ea4e990f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:59.245426+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11881.36, "started_at": "2026-05-04T07:34:47.334997+00:00", "ended_at": "2026-05-04T07:34:59.217065+00:00", "prompt_metrics": {"chars": 10588, "bytes_utf8": 10588, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22912, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T07:34:47.607769Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:50.220773Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"OperatingSystems\\\" and measure_col=\\\"TrafficType\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d7965f0cabefdd7e87a8f879e4707830f4da3706 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_246c63d0a33ae994/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_246c63d0a33ae994", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11881.36, + "sql_execution_elapsed_ms_total": 11.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_246c63d0a33ae994\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a443c573914635b0e3c1fbe74479afc2fbd21f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10658, "bytes_utf8": 10658, "lines": 315, "estimated_tokens": 2838}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22929, "cached_input_tokens": 22400, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f61537fba5b76720b301d84c989a3898b1095f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_251518b0bb808c51", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 22400, + "output_tokens": 127, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10901.68, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_251518b0bb808c51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0a6eda88d22bb01184f7b0aab283abb6950ed8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:54:00.329908+00:00", + "ended_at": "2026-05-04T06:54:11.230998+00:00", + "elapsed_ms": 10901.68, + "prompt_metrics": { + "chars": 10658, + "bytes_utf8": 10658, + "lines": 315, + "estimated_tokens": 2838 + }, + "stdout_metrics": { + "chars": 793, + "bytes_utf8": 793, + "lines": 4, + "estimated_tokens": 216 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 468, + "bytes_utf8": 468, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22929, + "cached_input_tokens": 22400, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae9dd52aa3f2de942953e21f4ac334f0677f98a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Browser", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf56ea2bc8f82b3985bfc88794c9082e7bad3cef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-e540-7d10-916c-b33ed6ba35ab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the shortlisted Grouped Condition Rate template with bound roles group_col=\\\"Browser\\\" and condition_col=\\\"OperatingSystems\\\". Condition value was set to '1' as provided. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":22400,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aed5f9df32dc3d568d6c3a11da206478c67e1936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;","notes":"Used the shortlisted Grouped Condition Rate template with bound roles group_col=\"Browser\" and condition_col=\"OperatingSystems\". Condition value was set to '1' as provided. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cec86c201aa72b2a30f24b14c94cf6a3392446ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:00.598318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:02.969484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:10.409840Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b6981a4977afd79a82c6a8a01c6d7a3784090c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=OperatingSystems. +Result preview: [{"Browser": "8", "condition_rate": 1.0}, {"Browser": "1", "condition_rate": 0.8744922826969943}, {"Browser": "2", "condition_rate": 0.03517146087174978}, {"Browser": "13", "condition_rate": 0.03278688524590164}, {"Browser": "6", "condition_rate": 0.022988505747126436}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6200b671760fe64ec1029e20ec13e324f0c43cf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_251518b0bb808c51 +-- problem_id: v2p_m6_ac126a2fc6b74aec +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e40a728ac9330f297946cbd67dcb5dc44c441fc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"OperatingSystems\" = '1' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '1' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Browser\", \"condition_rate\"], \"rows\": [{\"Browser\": \"8\", \"condition_rate\": 1.0}, {\"Browser\": \"1\", \"condition_rate\": 0.8744922826969943}, {\"Browser\": \"2\", \"condition_rate\": 0.03517146087174978}, {\"Browser\": \"13\", \"condition_rate\": 0.03278688524590164}, {\"Browser\": \"6\", \"condition_rate\": 0.022988505747126436}, {\"Browser\": \"10\", \"condition_rate\": 0.018404907975460124}, {\"Browser\": \"5\", \"condition_rate\": 0.010706638115631691}, {\"Browser\": \"4\", \"condition_rate\": 0.004076086956521739}, {\"Browser\": \"9\", \"condition_rate\": 0.0}, {\"Browser\": \"7\", \"condition_rate\": 0.0}, {\"Browser\": \"3\", \"condition_rate\": 0.0}, {\"Browser\": \"12\", \"condition_rate\": 0.0}, {\"Browser\": \"11\", \"condition_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..862f8f57047923b9ca76d422c9576d07fcd7d728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:00.326576+00:00", + "ended_at": "2026-05-04T06:54:11.262619+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_251518b0bb808c51", + "problem_id": "v2p_m6_ac126a2fc6b74aec", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Browser", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_251518b0bb808c51.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_251518b0bb808c51", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 22400, + "output_tokens": 127, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2949, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10901.68, + "sql_execution_elapsed_ms_total": 8.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_251518b0bb808c51\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c90549bce1aa493828a7abd4c447155048108d47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_251518b0bb808c51/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:11.246834+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10901.68, "started_at": "2026-05-04T06:54:00.329908+00:00", "ended_at": "2026-05-04T06:54:11.230998+00:00", "prompt_metrics": {"chars": 10658, "bytes_utf8": 10658, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22929, "cached_input_tokens": 22400, "output_tokens": 127}, "stderr_preview": "2026-05-04T06:54:00.598318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:02.969484Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ExitRates", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70863621e7bf5945e60493a5b6a0a9be65296a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-1626-7402-b7c6-5b333e88164c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"ExitRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"VisitorType\\\" and measure_col=\\\"ExitRates\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22871,"cached_input_tokens":21888,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6bf224c76bfa711bc32aaf4148d395906fa0bf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"ExitRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"VisitorType\" and measure_col=\"ExitRates\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8f6cbd45abb77048b7a27c591294ba984f7bb0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,58 @@ +2026-05-04T07:09:30.626788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:33.083041Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:35.646380Z ERROR rmcp::transport::worker: worker quit with fatal: Transport channel closed, when Client(Reqwest(reqwest::Error { kind: Request, url: "https://chatgpt.com/backend-api/wham/apps", source: hyper_util::client::legacy::Error(Connect, Custom { kind: UnexpectedEof, error: "unexpected EOF during handshake" }) })) +2026-05-04T07:09:40.375867Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a896641fad9184dcedecabd5a054b087de70c9c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates. +Result preview: [{"VisitorType": "Other", "avg_measure": 0.06334867188235294}, {"VisitorType": "Returning_Visitor", "avg_measure": 0.04650461152923893}, {"VisitorType": "New_Visitor", "avg_measure": 0.02068052131404959}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e447d950597e2525a382c0dccf12f635e050baca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_2537e7c1ae277c32 +-- problem_id: v2p_m6_ecbb46c4fddfe9eb +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("ExitRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95206022d6aadcf0ffcbd25b917e8c4c3c1f8e11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"ExitRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"ExitRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"VisitorType\", \"avg_measure\"], \"rows\": [{\"VisitorType\": \"Other\", \"avg_measure\": 0.06334867188235294}, {\"VisitorType\": \"Returning_Visitor\", \"avg_measure\": 0.04650461152923893}, {\"VisitorType\": \"New_Visitor\", \"avg_measure\": 0.02068052131404959}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..086c4c1cc1468af1891a19f2030cb7a6cba77211 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:09:30.373313+00:00", + "ended_at": "2026-05-04T07:09:40.950850+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2537e7c1ae277c32", + "problem_id": "v2p_m6_ecbb46c4fddfe9eb", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ExitRates", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2537e7c1ae277c32.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2537e7c1ae277c32", + "api_calls": 0, + "input_tokens": 22871, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2780, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2876, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10523.53, + "sql_execution_elapsed_ms_total": 11.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2537e7c1ae277c32\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..91b6af81852fd00ca30160b399a6723661883657 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2537e7c1ae277c32/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:40.920098+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10523.53, "started_at": "2026-05-04T07:09:30.377234+00:00", "ended_at": "2026-05-04T07:09:40.898413+00:00", "prompt_metrics": {"chars": 10418, "bytes_utf8": 10418, "lines": 312, "estimated_tokens": 2780}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22871, "cached_input_tokens": 21888, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:09:30.626788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:33.083041Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Month.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Month", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..498ceac2a3409af5b38d153ec2891cc55e61f3c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-b233-7cf0-902f-13be327a2410"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Month\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Month\\\"\\nORDER BY row_count DESC\\nLIMIT 12;\",\"notes\":\"Used the planned filtered two-dimensional group count template with \\\"Administrative\\\" and \\\"Month\\\" as grouping columns. Cast \\\"Informational\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22961,"cached_input_tokens":19840,"output_tokens":269}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9363d8f2d86d91ae20bc5ab9af5c61cd7bf0dc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Month\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"Month\"\nORDER BY row_count DESC\nLIMIT 12;","notes":"Used the planned filtered two-dimensional group count template with \"Administrative\" and \"Month\" as grouping columns. Cast \"Informational\" to REAL because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d06a3b3b606035780c80eeb10da76969aef1c8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:30.883858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:33.303906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:44.331263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..41b4eceb626bb0799ce385c519111b475c8fb522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Month. +Result preview: [{"Administrative": "0", "Month": "May", "row_count": 1765}, {"Administrative": "0", "Month": "Nov", "row_count": 1350}, {"Administrative": "0", "Month": "Mar", "row_count": 971}, {"Administrative": "0", "Month": "Dec", "row_count": 844}, {"Administrative": "1", "Month": "May", "row_count": 355}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c4247794f3d8e60f1e5179c9f939115400f3ca6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_27a17c7102dd9cd2 +-- problem_id: v2p_m6_c883cee3f8962812 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Month", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Administrative", "Month" +ORDER BY row_count DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..236a9244acb9cb066501a67ce9c92dcaf1e07f45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Month\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"Month\"\nORDER BY row_count DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Month\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Month\\\"\\nORDER BY row_count DESC\\nLIMIT 12;\", \"columns\": [\"Administrative\", \"Month\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"Month\": \"May\", \"row_count\": 1765}, {\"Administrative\": \"0\", \"Month\": \"Nov\", \"row_count\": 1350}, {\"Administrative\": \"0\", \"Month\": \"Mar\", \"row_count\": 971}, {\"Administrative\": \"0\", \"Month\": \"Dec\", \"row_count\": 844}, {\"Administrative\": \"1\", \"Month\": \"May\", \"row_count\": 355}, {\"Administrative\": \"1\", \"Month\": \"Nov\", \"row_count\": 332}, {\"Administrative\": \"2\", \"Month\": \"May\", \"row_count\": 280}, {\"Administrative\": \"2\", \"Month\": \"Nov\", \"row_count\": 226}, {\"Administrative\": \"3\", \"Month\": \"May\", \"row_count\": 218}, {\"Administrative\": \"3\", \"Month\": \"Nov\", \"row_count\": 211}, {\"Administrative\": \"2\", \"Month\": \"Mar\", \"row_count\": 195}, {\"Administrative\": \"1\", \"Month\": \"Mar\", \"row_count\": 194}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4c0d3d0b960bb85f736894b4c5a1bc5f55c8aa4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:50:30.712248+00:00", + "ended_at": "2026-05-04T06:50:45.411914+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_27a17c7102dd9cd2", + "problem_id": "v2p_m6_c883cee3f8962812", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Month.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Month", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_27a17c7102dd9cd2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_27a17c7102dd9cd2", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 19840, + "output_tokens": 269, + "total_tokens": 23230, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14668.92, + "sql_execution_elapsed_ms_total": 11.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_27a17c7102dd9cd2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6232dd733432c73fbc2310d097eac16c82879c53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:45.406307+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14668.92, "started_at": "2026-05-04T06:50:30.719021+00:00", "ended_at": "2026-05-04T06:50:45.387337+00:00", "prompt_metrics": {"chars": 10718, "bytes_utf8": 10718, "lines": 316, "estimated_tokens": 2870}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22961, "cached_input_tokens": 19840, "output_tokens": 269}, "stderr_preview": "2026-05-04T06:50:30.883858Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:33.303906Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Month\\\"\\nORDER BY row_count DESC\\nLIMIT 12;\",\"notes\":\"Used the planned filtered two-dimensional group count template with \\\"Administrative\\\" and \\\"Month\\\" as grouping columns. Cast \\\"Informational\\\" to REAL because the SQLite schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dbcb5fab6fde76482ce539da59df757ade061c1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_27a17c7102dd9cd2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_27a17c7102dd9cd2", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 19840, + "output_tokens": 269, + "total_tokens": 23230, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2983, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14668.92, + "sql_execution_elapsed_ms_total": 11.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_27a17c7102dd9cd2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f616a1f047544dee3050fd1157e5b36cee3cede9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ExitRates": "0.2", "support": 710, "avg_response": 0.0}, {"ExitRates": "0.1", "support": 338, "avg_response": 4.227810650887574}, {"ExitRates": "0.05", "support": 329, "avg_response": 8.284042553191489}, {"ExitRates": "0.033333333", "support": 291, "avg_response": 4.027663230343643}, {"ExitRates": "0.066666667", "support": 267, "avg_response": 6.370786516853933}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..69144e4569a530490a950db78fd6e6789c1b5a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_288bed2539e30e8d +-- problem_id: v2p_m6_9584ab561168408e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df83fe49c1360dbd48d236303e6b397bcf8ecaac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_288bed2539e30e8d\n-- problem_id: v2p_m6_9584ab561168408e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_288bed2539e30e8d\\n-- problem_id: v2p_m6_9584ab561168408e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.0}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 4.227810650887574}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 8.284042553191489}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 4.027663230343643}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 6.370786516853933}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 3.1747767857142857}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.6609813084112149}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 18.060957642707184}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 11.813073852095808}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 2.7585526315789473}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 5.087111111133334}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 31.632485875677965}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 12.974553571428572}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 9.47378640776699}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 16.43180076666667}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 7.155459770114942}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 26.677108433734936}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 21.00149572692308}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 24.946052631578947}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 23.806666667142856}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.8507462686567164}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.0}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 5.589655172413793}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 13.501080247037036}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 2.5555555555555554}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.0}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 9.087581699411764}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.6739130434782609}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 26.328888888888887}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 17.246666666666666}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 5.264444444444445}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 34.300000000000004}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 9.477272727272727}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 11.117073170731707}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 9.365853658536585}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 42.61842105263158}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 14.25}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 9.021052631578948}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 20.844594594594593}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 37.468981480555556}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 14.605555555555554}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 15.091176470588236}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 12.029032258064515}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 23.668333333333333}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 28.390804596551725}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 12.951724137931036}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 5.972413793103448}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 22.303571428571427}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 32.9537037037037}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 1.9615384615384615}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96db61610a0e3567d5688c0b63db32aee90270a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.985017+00:00", + "ended_at": "2026-05-04T07:38:30.001424+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_288bed2539e30e8d", + "problem_id": "v2p_m6_9584ab561168408e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_288bed2539e30e8d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_288bed2539e30e8d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dc27db3ee904fbd6b65963bb1147c185d90ff3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"BounceRates": "0", "support": 5518, "avg_response": 0.30173976078289233}, {"BounceRates": "0.2", "support": 700, "avg_response": 0.008571428571428572}, {"BounceRates": "0.066666667", "support": 134, "avg_response": 0.09701492537313433}, {"BounceRates": "0.028571429", "support": 115, "avg_response": 0.1565217391304348}, {"BounceRates": "0.05", "support": 113, "avg_response": 0.10619469026548672}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ddf069525c56cc23c9ec4413b16a5854a52721d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_2938a8ebae42c790 +-- problem_id: v2p_m6_cf883d0685f0b153 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13e06938e10091d4aca1bc903b23f95e1c0d3d8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_2938a8ebae42c790\n-- problem_id: v2p_m6_cf883d0685f0b153\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_2938a8ebae42c790\\n-- problem_id: v2p_m6_cf883d0685f0b153\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 0.30173976078289233}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.008571428571428572}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 0.09701492537313433}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 0.1565217391304348}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 0.10619469026548672}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 0.19801980198019803}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 0.19}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 0.3333333333333333}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.02040816326530612}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 0.09375}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 0.37362637362637363}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 0.17045454545454544}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 0.2823529411764706}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 0.2345679012345679}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 0.3815789473684211}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 0.4383561643835616}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 0.5416666666666666}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 0.3548387096774194}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 0.3442622950819672}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 0.5555555555555556}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 0.49056603773584906}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 0.5098039215686274}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 0.4117647058823529}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 0.44680851063829785}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 0.4888888888888889}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 0.5227272727272727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 0.14285714285714285}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 0.38461538461538464}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 1.1142857142857143}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 1.088235294117647}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 0.3125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 0.8064516129032258}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 0.8333333333333334}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 0.23333333333333334}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 1.0344827586206897}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 0.5862068965517241}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 0.4827586206896552}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 0.3103448275862069}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 1.0}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 0.25}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 0.7407407407407407}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 0.3333333333333333}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 1.1538461538461537}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 0.46153846153846156}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 0.15384615384615385}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 0.24}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 0.375}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c5365876aa391d22a74192ca05c2f4778aa9881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.897157+00:00", + "ended_at": "2026-05-04T07:38:29.910073+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2938a8ebae42c790", + "problem_id": "v2p_m6_cf883d0685f0b153", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2938a8ebae42c790.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2938a8ebae42c790/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4e93e777ce88e74761c241d3f44d5f02e249f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2816}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1086, "bytes_utf8": 1086, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22907, "cached_input_tokens": 21888, "output_tokens": 444}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c29a768077f33c978ad4b1dd0e10b854ed01fa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2a1a0da05e42c17f", + "api_calls": 0, + "input_tokens": 22907, + "cached_input_tokens": 21888, + "output_tokens": 444, + "total_tokens": 23351, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2816, + "estimated_output_tokens": 304, + "estimated_total_tokens": 3120, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16441.78, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2a1a0da05e42c17f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a958d7012ea372b5518c46e34a31cbd06798b0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:29:09.704609+00:00", + "ended_at": "2026-05-04T07:29:26.148476+00:00", + "elapsed_ms": 16441.78, + "prompt_metrics": { + "chars": 10585, + "bytes_utf8": 10585, + "lines": 312, + "estimated_tokens": 2816 + }, + "stdout_metrics": { + "chars": 1520, + "bytes_utf8": 1520, + "lines": 4, + "estimated_tokens": 477 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13260 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1086, + "bytes_utf8": 1086, + "lines": 1, + "estimated_tokens": 304 + }, + "usage": { + "input_tokens": 22907, + "cached_input_tokens": 21888, + "output_tokens": 444 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fc234b299ad465a76f477820890ed15dacd3372 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=BounceRates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c07988e326c7a79eed307fc5745503513d6188f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-14e5-7603-876a-a710b6f70989"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 90th percentile as the first ordered BounceRates value at or above rank ceil(0.9 * group_size). BounceRates is CAST to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22907,"cached_input_tokens":21888,"output_tokens":444}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d72659dd422c2f341f3463ad8a1b1f637162ae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"Browser\",\n \"measure_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Browser\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"Browser\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 90th percentile as the first ordered BounceRates value at or above rank ceil(0.9 * group_size). BounceRates is CAST to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..965edd41a9846400141cea520c1c1ecb926ed9c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:09.912860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:12.210557Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:25.598625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ac37dc2a732bb1f3c3432b74b92b8baf7a86f44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=BounceRates. +Result preview: [{"Browser": "9", "percentile_measure": 0.02}, {"Browser": "8", "percentile_measure": 0.0}, {"Browser": "7", "percentile_measure": 0.0}, {"Browser": "6", "percentile_measure": 0.0}, {"Browser": "5", "percentile_measure": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d20cdc4224a6dac636d22df5367b1b8ec0098a5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2a1a0da05e42c17f +-- problem_id: v2p_m6_eb7ee206bfa4116d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "Browser", + "measure_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Browser", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" >= "target_rn" +GROUP BY "Browser" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82f779ec5f3dd229cc47ffea527351b70d0dd987 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"Browser\",\n \"measure_value\",\n \"cnt\",\n CAST((0.9 * \"cnt\") + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Browser\",\n MIN(\"measure_value\") AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"Browser\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MIN(\\\"measure_value\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Browser\", \"percentile_measure\"], \"rows\": [{\"Browser\": \"9\", \"percentile_measure\": 0.02}, {\"Browser\": \"8\", \"percentile_measure\": 0.0}, {\"Browser\": \"7\", \"percentile_measure\": 0.0}, {\"Browser\": \"6\", \"percentile_measure\": 0.0}, {\"Browser\": \"5\", \"percentile_measure\": 0.0}, {\"Browser\": \"4\", \"percentile_measure\": 0.0}, {\"Browser\": \"3\", \"percentile_measure\": 0.0}, {\"Browser\": \"2\", \"percentile_measure\": 0.0}, {\"Browser\": \"13\", \"percentile_measure\": 0.0}, {\"Browser\": \"12\", \"percentile_measure\": 0.0}, {\"Browser\": \"11\", \"percentile_measure\": 0.0}, {\"Browser\": \"10\", \"percentile_measure\": 0.0}, {\"Browser\": \"1\", \"percentile_measure\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 55.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..225379893944c006f43cd183bb5cf856ee1bb2cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:29:09.702797+00:00", + "ended_at": "2026-05-04T07:29:26.233336+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2a1a0da05e42c17f", + "problem_id": "v2p_m6_eb7ee206bfa4116d", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=BounceRates.", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2a1a0da05e42c17f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2a1a0da05e42c17f", + "api_calls": 0, + "input_tokens": 22907, + "cached_input_tokens": 21888, + "output_tokens": 444, + "total_tokens": 23351, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2816, + "estimated_output_tokens": 304, + "estimated_total_tokens": 3120, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16441.78, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2a1a0da05e42c17f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe5af7f1fec14ec1f1fed80e0a988ebead94b568 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:26.168937+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16441.78, "started_at": "2026-05-04T07:29:09.704609+00:00", "ended_at": "2026-05-04T07:29:26.148476+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2816}, "response_metrics": {"chars": 1086, "bytes_utf8": 1086, "lines": 1, "estimated_tokens": 304}, "usage": {"input_tokens": 22907, "cached_input_tokens": 21888, "output_tokens": 444}, "stderr_preview": "2026-05-04T07:29:09.912860Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:12.210557Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = \\\"target_rn\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 90th percentile as the first ordered BounceRates value at or above rank ceil("} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4d65768ef8aec229c491dc3bf1200b32641cd813 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2a1a0da05e42c17f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2a1a0da05e42c17f", + "api_calls": 0, + "input_tokens": 22907, + "cached_input_tokens": 21888, + "output_tokens": 444, + "total_tokens": 23351, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2816, + "estimated_output_tokens": 304, + "estimated_total_tokens": 3120, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16441.78, + "sql_execution_elapsed_ms_total": 55.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2a1a0da05e42c17f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2572d7ea75d1b16885029c5d29137000e37885e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10434, "bytes_utf8": 10434, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d46a82ba6c49c7fef7fa8fb3b77ae1b10a5f1495 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2b56a480a03a47de", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10638.45, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2b56a480a03a47de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aa7aab51716860a12faf10eeeee15d1f51eefc70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:10:36.391819+00:00", + "ended_at": "2026-05-04T07:10:47.030047+00:00", + "elapsed_ms": 10638.45, + "prompt_metrics": { + "chars": 10434, + "bytes_utf8": 10434, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 201 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 442, + "bytes_utf8": 442, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29410801901c48d692b8185ec935f9b6bd6ea1be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Administrative", + "measure_col": "OperatingSystems", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f5254d8871e024b981f7e9706db68ac81be606b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-180f-73f3-a4ee-168725b393f5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Administrative\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"Administrative\\\" and measure_col bound to \\\"OperatingSystems\\\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..164014209df433883177050ef590cddfdb01f283 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Administrative\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"Administrative\" and measure_col bound to \"OperatingSystems\". CAST to REAL is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..835fbae8ccf3250654c9f2c2b3b0b42f878a0228 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:36.650718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:39.039717Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:46.246173Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f18639abe15deadb1b5f0d33948612cbd6eb6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems. +Result preview: [{"Administrative": "26", "avg_measure": 3.0}, {"Administrative": "21", "avg_measure": 2.5}, {"Administrative": "17", "avg_measure": 2.375}, {"Administrative": "23", "avg_measure": 2.3333333333333335}, {"Administrative": "14", "avg_measure": 2.272727272727273}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e60eb1db98c2ff5b612c09bf950194260218ec3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_2b56a480a03a47de +-- problem_id: v2p_m6_15037e0cf856d1fd +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Administrative" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a20140004f25b6e61df04aec28ab102ff8dfb798 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Administrative\", AVG(CAST(\"OperatingSystems\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Administrative\\\", AVG(CAST(\\\"OperatingSystems\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Administrative\", \"avg_measure\"], \"rows\": [{\"Administrative\": \"26\", \"avg_measure\": 3.0}, {\"Administrative\": \"21\", \"avg_measure\": 2.5}, {\"Administrative\": \"17\", \"avg_measure\": 2.375}, {\"Administrative\": \"23\", \"avg_measure\": 2.3333333333333335}, {\"Administrative\": \"14\", \"avg_measure\": 2.272727272727273}, {\"Administrative\": \"15\", \"avg_measure\": 2.263157894736842}, {\"Administrative\": \"22\", \"avg_measure\": 2.25}, {\"Administrative\": \"18\", \"avg_measure\": 2.25}, {\"Administrative\": \"16\", \"avg_measure\": 2.25}, {\"Administrative\": \"5\", \"avg_measure\": 2.1895652173913045}, {\"Administrative\": \"10\", \"avg_measure\": 2.189542483660131}, {\"Administrative\": \"13\", \"avg_measure\": 2.142857142857143}, {\"Administrative\": \"0\", \"avg_measure\": 2.139909847434119}, {\"Administrative\": \"6\", \"avg_measure\": 2.125}, {\"Administrative\": \"3\", \"avg_measure\": 2.123497267759563}, {\"Administrative\": \"1\", \"avg_measure\": 2.1070901033973413}, {\"Administrative\": \"2\", \"avg_measure\": 2.094254937163375}, {\"Administrative\": \"4\", \"avg_measure\": 2.0901960784313727}, {\"Administrative\": \"12\", \"avg_measure\": 2.0697674418604652}, {\"Administrative\": \"8\", \"avg_measure\": 2.0696864111498257}, {\"Administrative\": \"9\", \"avg_measure\": 2.062222222222222}, {\"Administrative\": \"11\", \"avg_measure\": 2.0285714285714285}, {\"Administrative\": \"7\", \"avg_measure\": 2.0236686390532546}, {\"Administrative\": \"27\", \"avg_measure\": 2.0}, {\"Administrative\": \"24\", \"avg_measure\": 2.0}, {\"Administrative\": \"19\", \"avg_measure\": 1.8333333333333333}, {\"Administrative\": \"20\", \"avg_measure\": 1.5}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f322d2190f2c0c05d258194995b9454d68ff6e82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:10:36.388375+00:00", + "ended_at": "2026-05-04T07:10:47.075583+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2b56a480a03a47de", + "problem_id": "v2p_m6_15037e0cf856d1fd", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Administrative, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Administrative", + "measure_col": "OperatingSystems", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2b56a480a03a47de.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2b56a480a03a47de", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10638.45, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2b56a480a03a47de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad817c73be81641e2ff81d07276dbf6e36f37673 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2b56a480a03a47de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:47.047991+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10638.45, "started_at": "2026-05-04T07:10:36.391819+00:00", "ended_at": "2026-05-04T07:10:47.030047+00:00", "prompt_metrics": {"chars": 10434, "bytes_utf8": 10434, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:10:36.650718Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:39.039717Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ab8a2e211e746051ee8678ef2bbcec78e1fd274 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-8794-73b0-b96d-771ebe48e84a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"OperatingSystems\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'TRUE'\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"OperatingSystems\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"OperatingSystems\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MIN(\\\"OperatingSystems\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by approximating the 0.9 quantile with window functions over rows where \\\"Weekend\\\" = 'TRUE'. Cast \\\"OperatingSystems\\\" from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22980,"cached_input_tokens":21888,"output_tokens":403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c8dcd32e122eb8c2ab98b5ffab0083f83b20658d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"OperatingSystems\" AS REAL) AS \"OperatingSystems\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Browser\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"OperatingSystems\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"OperatingSystems\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n MIN(\"OperatingSystems\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999 AS INT)\nGROUP BY \"Browser\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Repaired the planned percentile template for SQLite by approximating the 0.9 quantile with window functions over rows where \"Weekend\" = 'TRUE'. Cast \"OperatingSystems\" from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1b52e8b733b85dd136c8b48e356e218bbf30882 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:20.891265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:23.469104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:36.124767Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be2d4d0205e053b96cd405b50772b66b93d14636 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend. +Result preview: [{"Browser": "13", "conditional_percentile": 8.0}, {"Browser": "11", "conditional_percentile": 5.0}, {"Browser": "1", "conditional_percentile": 4.0}, {"Browser": "6", "conditional_percentile": 3.0}, {"Browser": "3", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..71973a16503ff2d94cd2e3877f9702fda405563c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_2e2f56dbab4db7eb +-- problem_id: v2p_m6_0c9985fcbcd47ac7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("OperatingSystems" AS REAL) AS "OperatingSystems" + FROM "m6" + WHERE "Weekend" = 'TRUE' + AND "Browser" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"ranked" AS ( + SELECT + "Browser", + "OperatingSystems", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "OperatingSystems" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + MIN("OperatingSystems") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999 AS INT) +GROUP BY "Browser" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8bc157e366ceda4f66599efb43ee79c92921dadc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"OperatingSystems\" AS REAL) AS \"OperatingSystems\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'TRUE'\n AND \"Browser\" IS NOT NULL\n AND \"OperatingSystems\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"OperatingSystems\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"OperatingSystems\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n MIN(\"OperatingSystems\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((\"cnt\" * 0.9) + 0.999999 AS INT)\nGROUP BY \"Browser\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"OperatingSystems\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'TRUE'\\n AND \\\"Browser\\\" IS NOT NULL\\n AND \\\"OperatingSystems\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"OperatingSystems\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"OperatingSystems\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MIN(\\\"OperatingSystems\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Browser\", \"conditional_percentile\"], \"rows\": [{\"Browser\": \"13\", \"conditional_percentile\": 8.0}, {\"Browser\": \"11\", \"conditional_percentile\": 5.0}, {\"Browser\": \"1\", \"conditional_percentile\": 4.0}, {\"Browser\": \"6\", \"conditional_percentile\": 3.0}, {\"Browser\": \"3\", \"conditional_percentile\": 3.0}, {\"Browser\": \"2\", \"conditional_percentile\": 3.0}, {\"Browser\": \"12\", \"conditional_percentile\": 3.0}, {\"Browser\": \"7\", \"conditional_percentile\": 2.0}, {\"Browser\": \"5\", \"conditional_percentile\": 2.0}, {\"Browser\": \"4\", \"conditional_percentile\": 2.0}, {\"Browser\": \"10\", \"conditional_percentile\": 2.0}, {\"Browser\": \"8\", \"conditional_percentile\": 1.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5f97da8f77c2351cc2c7f45e8ddeade16e72beb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:02:20.630543+00:00", + "ended_at": "2026-05-04T07:02:37.080032+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2e2f56dbab4db7eb", + "problem_id": "v2p_m6_0c9985fcbcd47ac7", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend.", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2e2f56dbab4db7eb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e2f56dbab4db7eb", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2889, + "estimated_output_tokens": 278, + "estimated_total_tokens": 3167, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16406.86, + "sql_execution_elapsed_ms_total": 13.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2e2f56dbab4db7eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8dd2e4eef10c31272dd6c4a7ed8ae5af15b138a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:37.059112+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16406.86, "started_at": "2026-05-04T07:02:20.634413+00:00", "ended_at": "2026-05-04T07:02:37.041066+00:00", "prompt_metrics": {"chars": 10920, "bytes_utf8": 10920, "lines": 317, "estimated_tokens": 2889}, "response_metrics": {"chars": 1020, "bytes_utf8": 1020, "lines": 1, "estimated_tokens": 278}, "usage": {"input_tokens": 22980, "cached_input_tokens": 21888, "output_tokens": 403}, "stderr_preview": "2026-05-04T07:02:20.891265Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:23.469104Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((\\\"cnt\\\" * 0.9) + 0.999999 AS INT)\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Repaired the planned percentile template for SQLite by approximating the 0.9 quantile with window functions over rows where \\\"Weekend\\\" = 'TRUE'. Cast \\\"OperatingSystems\\\" from TEXT to REAL for"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ec2da7c6ebb136f16e064ee358158d3be85c374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e2f56dbab4db7eb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e2f56dbab4db7eb", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2889, + "estimated_output_tokens": 278, + "estimated_total_tokens": 3167, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16406.86, + "sql_execution_elapsed_ms_total": 13.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2e2f56dbab4db7eb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3a7d553ae95a2299e44b79ac2829c926d6be2f68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10700, "bytes_utf8": 10700, "lines": 316, "estimated_tokens": 2860}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..daffac9284463f0b202f28e59ff0ac23fb3bb7b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e762f694a5ca8a3", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10869.44, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2e762f694a5ca8a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03c896609890cc9ad301ed4aca0217e22b820b45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:28.081428+00:00", + "ended_at": "2026-05-04T07:12:38.950378+00:00", + "elapsed_ms": 10869.44, + "prompt_metrics": { + "chars": 10700, + "bytes_utf8": 10700, + "lines": 316, + "estimated_tokens": 2860 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13272 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 488, + "bytes_utf8": 488, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fff103dce0b07d15934a2afd8b3b37488a8189e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ProductRelated", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a00c7bfd6fe424b7120bb6bfc0d9732d394e9ab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-cc36-7803-82bc-ef7b64851ea3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the requested template and fixed bindings: group_col=\\\"VisitorType\\\", measure_col=\\\"ProductRelated\\\", predicate_col=\\\"Informational\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb63b152daae9506e0641b21e774bddf954bc3f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the requested template and fixed bindings: group_col=\"VisitorType\", measure_col=\"ProductRelated\", predicate_col=\"Informational\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..513b67f6cd534c219b859d065f6dcfd7923c31fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:28.335134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:30.623445Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:38.052413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1727685621503e2c007aa95ff43d818d6932d53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=ProductRelated. +Result preview: [{"VisitorType": "Returning_Visitor", "total_measure": 359604.0}, {"VisitorType": "New_Visitor", "total_measure": 30585.0}, {"VisitorType": "Other", "total_measure": 1060.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e660306083497dfe0db8124bf890e057b75aacca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_2e762f694a5ca8a3 +-- problem_id: v2p_m6_eaf6485f02756f54 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49231056784dd6f692ea1510e21eba5af3961abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational\" AS REAL) >= 0.0\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational\\\" AS REAL) >= 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"VisitorType\", \"total_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"total_measure\": 359604.0}, {\"VisitorType\": \"New_Visitor\", \"total_measure\": 30585.0}, {\"VisitorType\": \"Other\", \"total_measure\": 1060.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09e6066689faa2c1558b18fa1e7c4fff09c9ba81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:12:28.077766+00:00", + "ended_at": "2026-05-04T07:12:38.999527+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2e762f694a5ca8a3", + "problem_id": "v2p_m6_eaf6485f02756f54", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=ProductRelated.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ProductRelated", + "predicate_col": "Informational", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2e762f694a5ca8a3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e762f694a5ca8a3", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10869.44, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2e762f694a5ca8a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1468254ee8dacb8614d1223a4dd888dcb5fd0d07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:38.968970+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10869.44, "started_at": "2026-05-04T07:12:28.081428+00:00", "ended_at": "2026-05-04T07:12:38.950378+00:00", "prompt_metrics": {"chars": 10700, "bytes_utf8": 10700, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 488, "bytes_utf8": 488, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22949, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:12:28.335134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:30.623445Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the requested template and fixed bindings: group_col=\\\"VisitorType\\\", measure_col=\\\"ProductRelated\\\", predicate_col=\\\"Informational\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4369bc40c52fe7e3ac9d40ed45ddd6a0049e4fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2e762f694a5ca8a3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2e762f694a5ca8a3", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10869.44, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2e762f694a5ca8a3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1186842db21717e03c9c1205ca9d74f5a88838f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10586, "bytes_utf8": 10586, "lines": 312, "estimated_tokens": 2813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1054, "bytes_utf8": 1054, "lines": 1, "estimated_tokens": 285}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 636}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dda7dfed3a162a284c1afee9cdf726ef20af4737 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2f9904a4f7bfbbc5", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 636, + "total_tokens": 23540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 285, + "estimated_total_tokens": 3098, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21581.82, + "sql_execution_elapsed_ms_total": 61.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2f9904a4f7bfbbc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4382891f8fae408651ba9771fa50fa21eb9504e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:24:35.136823+00:00", + "ended_at": "2026-05-04T07:24:56.718740+00:00", + "elapsed_ms": 21581.82, + "prompt_metrics": { + "chars": 10586, + "bytes_utf8": 10586, + "lines": 312, + "estimated_tokens": 2813 + }, + "stdout_metrics": { + "chars": 1493, + "bytes_utf8": 1493, + "lines": 4, + "estimated_tokens": 460 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1054, + "bytes_utf8": 1054, + "lines": 1, + "estimated_tokens": 285 + }, + "usage": { + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 636 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e777e3bfb447b1ac96b920ba31f8b28dd57a7ee0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8704708113cd0fb4a4df2a9f2374991310215dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-e450-7ba3-af27-5f08fdc2b16e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template intent with group_col=\\\"Revenue\\\" and measure_col=\\\"Administrative\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 90th percentile approximation via window functions. \\\"Administrative\\\" is cast from TEXT to REAL to ensure numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":636}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8b816567f769d3a73207824432c22e60580f1d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned template intent with group_col=\"Revenue\" and measure_col=\"Administrative\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 90th percentile approximation via window functions. \"Administrative\" is cast from TEXT to REAL to ensure numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..618bc8c62419c4633d60cc4e5a969f1573a7e354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:35.345139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:37.899447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:55.612349Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a4218f158ddcf6d9461dbaccf3b8061d3d9d8fd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative. +Result preview: [{"Revenue": "TRUE", "percentile_measure": 9.0}, {"Revenue": "FALSE", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5790fb1b557f95dd5425de4abfa8f1764d562619 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2f9904a4f7bfbbc5 +-- problem_id: v2p_m6_01badc41caa807c4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' +), +"picked" AS ( + SELECT + "Revenue", + "measure", + "rn", + CAST((0.9 * "cnt") + 0.999999 AS INT) AS "target_rn" + FROM "ranked" +) +SELECT + "Revenue", + "measure" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ee958d691331216aae4de159b8b342fbf760088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND TRIM(\"Administrative\") <> ''\n),\n\"picked\" AS (\n SELECT\n \"Revenue\",\n \"measure\",\n \"rn\",\n CAST((0.9 * \"cnt\") + 0.999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Revenue\",\n \"measure\" AS \"percentile_measure\"\nFROM \"picked\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative\\\") <> ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Revenue\", \"percentile_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"percentile_measure\": 9.0}, {\"Revenue\": \"FALSE\", \"percentile_measure\": 7.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 61.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1d679ef44aa2091b0e43bbdda9f332f3787d5dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:24:35.132881+00:00", + "ended_at": "2026-05-04T07:24:56.816335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2f9904a4f7bfbbc5", + "problem_id": "v2p_m6_01badc41caa807c4", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=Administrative.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2f9904a4f7bfbbc5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2f9904a4f7bfbbc5", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 636, + "total_tokens": 23540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 285, + "estimated_total_tokens": 3098, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21581.82, + "sql_execution_elapsed_ms_total": 61.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2f9904a4f7bfbbc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3123cf09bab4621aef4c1cb995a417d40d463ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:56.741966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21581.82, "started_at": "2026-05-04T07:24:35.136823+00:00", "ended_at": "2026-05-04T07:24:56.718740+00:00", "prompt_metrics": {"chars": 10586, "bytes_utf8": 10586, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 1054, "bytes_utf8": 1054, "lines": 1, "estimated_tokens": 285}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 636}, "stderr_preview": "2026-05-04T07:24:35.345139Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:37.899447Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((0.9 * \\\"cnt\\\") + 0.999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned template intent with group_col=\\\"Revenue\\\" and measure_col=\\\"Administrative\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 90th percentile approximation via window functions. \\\"Administrative\\\" i"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19b401323fb9be88bdd8d5ed63770e75e25ea5ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2f9904a4f7bfbbc5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2f9904a4f7bfbbc5", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 636, + "total_tokens": 23540, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 285, + "estimated_total_tokens": 3098, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21581.82, + "sql_execution_elapsed_ms_total": 61.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2f9904a4f7bfbbc5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1520b876522c450f9be3bce0e2baf2ffdb6df0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2903}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1925, "bytes_utf8": 1925, "lines": 1, "estimated_tokens": 554}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 1076}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fa6a9f5ce3941efaa394b48a1e325fcbf06aa55d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2ff98092285eae8c", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 1076, + "total_tokens": 24070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 554, + "estimated_total_tokens": 3457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28591.58, + "sql_execution_elapsed_ms_total": 80.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2ff98092285eae8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bc0166eddc49e285162747851ec4980c3175acdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:21:16.498100+00:00", + "ended_at": "2026-05-04T07:21:45.088832+00:00", + "elapsed_ms": 28591.58, + "prompt_metrics": { + "chars": 10819, + "bytes_utf8": 10819, + "lines": 314, + "estimated_tokens": 2903 + }, + "stdout_metrics": { + "chars": 2553, + "bytes_utf8": 2553, + "lines": 4, + "estimated_tokens": 846 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1925, + "bytes_utf8": 1925, + "lines": 1, + "estimated_tokens": 554 + }, + "usage": { + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 1076 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bde41dc9f708814eb74bcac113703c276a2dddf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "VisitorType", + "measure_col": "PageValues", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d06d524637a083be9f5ff785042eb2e2de17a426 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dc-dc69-7751-896e-f217e1c54925"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(CAST(\\\"PageValues\\\" AS REAL)) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"PageValues\\\" AS REAL) * CAST(\\\"PageValues\\\" AS REAL)) AS \\\"mean_square\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"OperatingSystems\\\",\\n \\\"medians\\\".\\\"VisitorType\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n CASE\\n WHEN \\\"stats\\\".\\\"mean_square\\\" - (\\\"stats\\\".\\\"mean_value\\\" * \\\"stats\\\".\\\"mean_value\\\") < 0 THEN 0.0\\n ELSE sqrt(\\\"stats\\\".\\\"mean_square\\\" - (\\\"stats\\\".\\\"mean_value\\\" * \\\"stats\\\".\\\"mean_value\\\"))\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stats\\\"\\n ON \\\"medians\\\".\\\"OperatingSystems\\\" = \\\"stats\\\".\\\"OperatingSystems\\\"\\n AND \\\"medians\\\".\\\"VisitorType\\\" = \\\"stats\\\".\\\"VisitorType\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Used the requested template bindings with \\\"OperatingSystems\\\", \\\"VisitorType\\\", and \\\"PageValues\\\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation and replaced STDDEV with sqrt(E[x^2] - E[x]^2), casting \\\"PageValues\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22994,"cached_input_tokens":21888,"output_tokens":1076}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4525ddb25c9b327e4c456b39e2c4a3e29afbb61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n CAST(\"PageValues\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n),\n\"stats\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(CAST(\"PageValues\" AS REAL)) AS \"mean_value\",\n AVG(CAST(\"PageValues\" AS REAL) * CAST(\"PageValues\" AS REAL)) AS \"mean_square\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n)\nSELECT\n \"medians\".\"OperatingSystems\",\n \"medians\".\"VisitorType\",\n \"medians\".\"median_measure\",\n CASE\n WHEN \"stats\".\"mean_square\" - (\"stats\".\"mean_value\" * \"stats\".\"mean_value\") < 0 THEN 0.0\n ELSE sqrt(\"stats\".\"mean_square\" - (\"stats\".\"mean_value\" * \"stats\".\"mean_value\"))\n END AS \"measure_stddev\"\nFROM \"medians\"\nJOIN \"stats\"\n ON \"medians\".\"OperatingSystems\" = \"stats\".\"OperatingSystems\"\n AND \"medians\".\"VisitorType\" = \"stats\".\"VisitorType\"\nORDER BY \"median_measure\" DESC;","notes":"Used the requested template bindings with \"OperatingSystems\", \"VisitorType\", and \"PageValues\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation and replaced STDDEV with sqrt(E[x^2] - E[x]^2), casting \"PageValues\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee29e817f85ca9c74a9c160f16754aae69f23d1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:16.753081Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:19.183932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:21:43.984050Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..371897a761d32247233711a34defde6a15be9795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues. +Result preview: [{"OperatingSystems": "6", "VisitorType": "New_Visitor", "median_measure": 26.994, "measure_stddev": 26.994}, {"OperatingSystems": "1", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 24.04271651526317}, {"OperatingSystems": "1", "VisitorType": "Other", "median_measure": 0.0, "measure_stddev": 10.983813570320546}, {"OperatingSystems": "1", "VisitorType": "Returning_Visitor", "median_measure": 0.0, "measure_stddev": 14.800048069577208}, {"OperatingSystems": "2", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 33.381887613084714}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f763b56333b66c939b55e03611f91b3d79da007e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/generated_sql.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_2ff98092285eae8c +-- problem_id: v2p_m6_467c8f5ab8d117f2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "VisitorType", + CAST("PageValues" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "PageValues" IS NOT NULL +), +"medians" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "VisitorType" +), +"stats" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG(CAST("PageValues" AS REAL)) AS "mean_value", + AVG(CAST("PageValues" AS REAL) * CAST("PageValues" AS REAL)) AS "mean_square" + FROM "m6" + WHERE "PageValues" IS NOT NULL + GROUP BY "OperatingSystems", "VisitorType" +) +SELECT + "medians"."OperatingSystems", + "medians"."VisitorType", + "medians"."median_measure", + CASE + WHEN "stats"."mean_square" - ("stats"."mean_value" * "stats"."mean_value") < 0 THEN 0.0 + ELSE sqrt("stats"."mean_square" - ("stats"."mean_value" * "stats"."mean_value")) + END AS "measure_stddev" +FROM "medians" +JOIN "stats" + ON "medians"."OperatingSystems" = "stats"."OperatingSystems" + AND "medians"."VisitorType" = "stats"."VisitorType" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29be2c64dc845e7bec6c549c0ec6130211c273ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n CAST(\"PageValues\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ORDER BY CAST(\"PageValues\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n),\n\"stats\" AS (\n SELECT\n \"OperatingSystems\",\n \"VisitorType\",\n AVG(CAST(\"PageValues\" AS REAL)) AS \"mean_value\",\n AVG(CAST(\"PageValues\" AS REAL) * CAST(\"PageValues\" AS REAL)) AS \"mean_square\"\n FROM \"m6\"\n WHERE \"PageValues\" IS NOT NULL\n GROUP BY \"OperatingSystems\", \"VisitorType\"\n)\nSELECT\n \"medians\".\"OperatingSystems\",\n \"medians\".\"VisitorType\",\n \"medians\".\"median_measure\",\n CASE\n WHEN \"stats\".\"mean_square\" - (\"stats\".\"mean_value\" * \"stats\".\"mean_value\") < 0 THEN 0.0\n ELSE sqrt(\"stats\".\"mean_square\" - (\"stats\".\"mean_value\" * \"stats\".\"mean_value\"))\n END AS \"measure_stddev\"\nFROM \"medians\"\nJOIN \"stats\"\n ON \"medians\".\"OperatingSystems\" = \"stats\".\"OperatingSystems\"\n AND \"medians\".\"VisitorType\" = \"stats\".\"VisitorType\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"PageValues\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n),\\n\\\"stats\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"VisitorType\\\",\\n AVG(CAST(\\\"PageValues\\\" AS REAL)) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"PageValues\\\" AS REAL) * CAST(\\\"PageValues\\\" AS REAL)) AS \\\"mean_square\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"PageValues\\\" IS NOT NULL\\n GROUP BY \\\"OperatingSystems\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"medians\\\".\\\"OperatingSystems\\\",\\n \\\"medians\\\".\\\"VisitorType\\\",\\n \\\"medians\\\".\\\"median_measure\\\",\\n CASE\\n WHEN \\\"stats\\\".\\\"mean_square\\\" - (\\\"stats\\\".\\\"mean_value\\\" * \\\"stats\\\".\\\"mean_value\\\") < 0 THEN 0.0\\n ELSE sqrt(\\\"stats\\\".\\\"mean_square\\\" - (\\\"stats\\\".\\\"mean_value\\\" * \\\"stats\\\".\\\"mean_value\\\"))\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"medians\\\"\\nJOIN \\\"stats\\\"\\n ON \\\"medians\\\".\\\"OperatingSystems\\\" = \\\"stats\\\".\\\"OperatingSystems\\\"\\n AND \\\"medians\\\".\\\"VisitorType\\\" = \\\"stats\\\".\\\"VisitorType\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"VisitorType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"6\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 26.994, \"measure_stddev\": 26.994}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 24.04271651526317}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 10.983813570320546}, {\"OperatingSystems\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 14.800048069577208}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 33.381887613084714}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 3.8362867394393616}, {\"OperatingSystems\": \"2\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 16.442541464526176}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 15.430283423723353}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"3\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 11.662183607620504}, {\"OperatingSystems\": \"4\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 34.78168700791585}, {\"OperatingSystems\": \"4\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 20.92866685567867}, {\"OperatingSystems\": \"5\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 9.759886250298662}, {\"OperatingSystems\": \"6\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 12.00906245079961}, {\"OperatingSystems\": \"7\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"7\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 64.23217521302833}, {\"OperatingSystems\": \"8\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 80.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36a0a917e02f707fe8cef19722e03aeb7f5b9e55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:21:16.493120+00:00", + "ended_at": "2026-05-04T07:21:45.201201+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_2ff98092285eae8c", + "problem_id": "v2p_m6_467c8f5ab8d117f2", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=VisitorType, measure_col=PageValues.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "VisitorType", + "measure_col": "PageValues", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=92" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_2ff98092285eae8c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_2ff98092285eae8c", + "api_calls": 0, + "input_tokens": 22994, + "cached_input_tokens": 21888, + "output_tokens": 1076, + "total_tokens": 24070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2903, + "estimated_output_tokens": 554, + "estimated_total_tokens": 3457, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 28591.58, + "sql_execution_elapsed_ms_total": 80.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_2ff98092285eae8c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd0a2d7855ea10d7448313ab7130db0bf8d689c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_2ff98092285eae8c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:21:45.110159+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 28591.58, "started_at": "2026-05-04T07:21:16.498100+00:00", "ended_at": "2026-05-04T07:21:45.088832+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2903}, "response_metrics": {"chars": 1925, "bytes_utf8": 1925, "lines": 1, "estimated_tokens": 554}, "usage": {"input_tokens": 22994, "cached_input_tokens": 21888, "output_tokens": 1076}, "stderr_preview": "2026-05-04T07:21:16.753081Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:19.183932Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..097a0c0627cf5a5db1e902f29ebc2399f1d71d8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-8b51-7330-a10e-fdf4e81c44fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\" AS \\\"group_col\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Administrative group via window functions. Administrative_Duration is cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":21888,"output_tokens":693}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cd04aba5f2b97697327dfbb94da8251d58dd47e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\" AS \"group_col\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n \"rn\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Administrative\",\n \"measure\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Administrative group via window functions. Administrative_Duration is cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..336a6f0062d41702db4f9ea2bcc05928f4a43230 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:18.175993Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:20.641855Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:38.241119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e33efd308097a18a9dd98a918d525c5095a4155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Administrative_Duration. +Result preview: [{"Administrative": "17", "percentile_measure": 2629.253968}, {"Administrative": "22", "percentile_measure": 1951.279141}, {"Administrative": "15", "percentile_measure": 1629.333333}, {"Administrative": "26", "percentile_measure": 1561.717567}, {"Administrative": "20", "percentile_measure": 1307.675}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ca50557873d813d30c7ba41c239da7237e8d436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_305eebbd18f43a7c +-- problem_id: v2p_m6_2c79837fafd4565f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative" AS "group_col", + CAST("Administrative_Duration" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"targets" AS ( + SELECT + "group_col", + "measure", + "rn", + CAST((0.95 * "cnt") + 0.999999999 AS INT) AS "target_rn" + FROM "ranked" +) +SELECT + "group_col" AS "Administrative", + "measure" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b50d05f1122e7dc348d643126922c764b2826d4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\" AS \"group_col\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT\n \"group_col\",\n \"measure\",\n \"rn\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INT) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_col\" AS \"Administrative\",\n \"measure\" AS \"percentile_measure\"\nFROM \"targets\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\" AS \\\"group_col\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT\\n \\\"group_col\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INT) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_col\\\" AS \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"targets\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"percentile_measure\"], \"rows\": [{\"Administrative\": \"17\", \"percentile_measure\": 2629.253968}, {\"Administrative\": \"22\", \"percentile_measure\": 1951.279141}, {\"Administrative\": \"15\", \"percentile_measure\": 1629.333333}, {\"Administrative\": \"26\", \"percentile_measure\": 1561.717567}, {\"Administrative\": \"20\", \"percentile_measure\": 1307.675}, {\"Administrative\": \"10\", \"percentile_measure\": 1222.4}, {\"Administrative\": \"14\", \"percentile_measure\": 1220.914286}, {\"Administrative\": \"11\", \"percentile_measure\": 1215.333333}, {\"Administrative\": \"18\", \"percentile_measure\": 1103.330357}, {\"Administrative\": \"21\", \"percentile_measure\": 1079.184314}, {\"Administrative\": \"12\", \"percentile_measure\": 1028.833333}, {\"Administrative\": \"13\", \"percentile_measure\": 1013.056909}, {\"Administrative\": \"19\", \"percentile_measure\": 902.16}, {\"Administrative\": \"24\", \"percentile_measure\": 876.2333333}, {\"Administrative\": \"27\", \"percentile_measure\": 853.735949}, {\"Administrative\": \"16\", \"percentile_measure\": 825.9400176}, {\"Administrative\": \"9\", \"percentile_measure\": 739.125}, {\"Administrative\": \"8\", \"percentile_measure\": 732.25}, {\"Administrative\": \"6\", \"percentile_measure\": 573.5}, {\"Administrative\": \"7\", \"percentile_measure\": 533.5913534}, {\"Administrative\": \"5\", \"percentile_measure\": 497.75}, {\"Administrative\": \"4\", \"percentile_measure\": 441.1}, {\"Administrative\": \"23\", \"percentile_measure\": 335.1309524}, {\"Administrative\": \"3\", \"percentile_measure\": 334.6}, {\"Administrative\": \"2\", \"percentile_measure\": 262.6666667}, {\"Administrative\": \"1\", \"percentile_measure\": 142.5}, {\"Administrative\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d192eb779b74c511693af7756aacedabe46a9075 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:25:17.898325+00:00", + "ended_at": "2026-05-04T07:25:39.063737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_305eebbd18f43a7c", + "problem_id": "v2p_m6_2c79837fafd4565f", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_305eebbd18f43a7c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_305eebbd18f43a7c", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 693, + "total_tokens": 23601, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 286, + "estimated_total_tokens": 3103, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21078.0, + "sql_execution_elapsed_ms_total": 51.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_305eebbd18f43a7c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a88498561414a865058bdda33d1d4c01f8bed17f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_305eebbd18f43a7c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:38.999358+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21078.0, "started_at": "2026-05-04T07:25:17.903707+00:00", "ended_at": "2026-05-04T07:25:38.978847+00:00", "prompt_metrics": {"chars": 10621, "bytes_utf8": 10621, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1053, "bytes_utf8": 1053, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 693}, "stderr_preview": "2026-05-04T07:25:18.175993Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:20.641855Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=Region.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "item_col": "Administrative", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0f5b5ff34b953d1579b634bf59c7c5100e86e49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-5f6c-7b61-9c20-1f03cf1b4c7e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Region\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Region\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"OperatingSystems\\\", item_col=\\\"Administrative\\\", and measure_col=\\\"Region\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":19840,"output_tokens":228}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e971b9ece30305294938d80f77f8401a64f9d5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"Administrative\",\n SUM(CAST(\"Region\" AS REAL)) AS total_measure,\n SUM(CAST(\"Region\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Region\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"Administrative\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"OperatingSystems\", item_col=\"Administrative\", and measure_col=\"Region\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30c532cb324931e0a8b902122e9522ff08d7ff12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:42.906020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:45.404341Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:55.535418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5fbb8538f442ccb93794019a05874de88edd18a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=Region. +Result preview: [{"OperatingSystems": "5", "Administrative": "0", "total_measure": 17.0, "share_within_group": 65.38461538461539}, {"OperatingSystems": "6", "Administrative": "0", "total_measure": 42.0, "share_within_group": 57.534246575342465}, {"OperatingSystems": "8", "Administrative": "0", "total_measure": 324.0, "share_within_group": 56.544502617801044}, {"OperatingSystems": "7", "Administrative": "0", "total_measure": 10.0, "share_within_group": 50.0}, {"OperatingSystems": "4", "Administrative": "0", "total_measure": 651.0, "share_within_group": 48.800599700149924}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54ccf8f541160df8396f62a7a6a98063833bf9c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_30b8f4ce048154d9 +-- problem_id: v2p_m6_57cddee4ba005cf9 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "Administrative", + SUM(CAST("Region" AS REAL)) AS total_measure, + SUM(CAST("Region" AS REAL)) * 100.0 / SUM(SUM(CAST("Region" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55f63e22dfff82e1db0c6d675605f6cfd4fd5d9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"Administrative\",\n SUM(CAST(\"Region\" AS REAL)) AS total_measure,\n SUM(CAST(\"Region\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Region\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"Administrative\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Region\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Region\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"OperatingSystems\", \"Administrative\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"OperatingSystems\": \"5\", \"Administrative\": \"0\", \"total_measure\": 17.0, \"share_within_group\": 65.38461538461539}, {\"OperatingSystems\": \"6\", \"Administrative\": \"0\", \"total_measure\": 42.0, \"share_within_group\": 57.534246575342465}, {\"OperatingSystems\": \"8\", \"Administrative\": \"0\", \"total_measure\": 324.0, \"share_within_group\": 56.544502617801044}, {\"OperatingSystems\": \"7\", \"Administrative\": \"0\", \"total_measure\": 10.0, \"share_within_group\": 50.0}, {\"OperatingSystems\": \"4\", \"Administrative\": \"0\", \"total_measure\": 651.0, \"share_within_group\": 48.800599700149924}, {\"OperatingSystems\": \"1\", \"Administrative\": \"0\", \"total_measure\": 3631.0, \"share_within_group\": 47.557301899148655}, {\"OperatingSystems\": \"3\", \"Administrative\": \"0\", \"total_measure\": 3684.0, \"share_within_group\": 46.38046078307944}, {\"OperatingSystems\": \"2\", \"Administrative\": \"0\", \"total_measure\": 9661.0, \"share_within_group\": 45.564306937697495}, {\"OperatingSystems\": \"5\", \"Administrative\": \"1\", \"total_measure\": 8.0, \"share_within_group\": 30.76923076923077}, {\"OperatingSystems\": \"7\", \"Administrative\": \"3\", \"total_measure\": 6.0, \"share_within_group\": 30.0}, {\"OperatingSystems\": \"6\", \"Administrative\": \"1\", \"total_measure\": 9.0, \"share_within_group\": 12.32876712328767}, {\"OperatingSystems\": \"2\", \"Administrative\": \"1\", \"total_measure\": 2392.0, \"share_within_group\": 11.281422440220723}, {\"OperatingSystems\": \"1\", \"Administrative\": \"1\", \"total_measure\": 833.0, \"share_within_group\": 10.910281597904389}, {\"OperatingSystems\": \"7\", \"Administrative\": \"17\", \"total_measure\": 2.0, \"share_within_group\": 10.0}, {\"OperatingSystems\": \"3\", \"Administrative\": \"1\", \"total_measure\": 794.0, \"share_within_group\": 9.996223089512778}, {\"OperatingSystems\": \"3\", \"Administrative\": \"2\", \"total_measure\": 790.0, \"share_within_group\": 9.945864283016492}, {\"OperatingSystems\": \"8\", \"Administrative\": \"1\", \"total_measure\": 56.0, \"share_within_group\": 9.773123909249565}, {\"OperatingSystems\": \"2\", \"Administrative\": \"2\", \"total_measure\": 1998.0, \"share_within_group\": 9.423194830920153}, {\"OperatingSystems\": \"1\", \"Administrative\": \"2\", \"total_measure\": 718.0, \"share_within_group\": 9.404060248853963}, {\"OperatingSystems\": \"4\", \"Administrative\": \"2\", \"total_measure\": 116.0, \"share_within_group\": 8.695652173913043}, {\"OperatingSystems\": \"4\", \"Administrative\": \"1\", \"total_measure\": 113.0, \"share_within_group\": 8.470764617691154}, {\"OperatingSystems\": \"8\", \"Administrative\": \"3\", \"total_measure\": 46.0, \"share_within_group\": 8.027923211169284}, {\"OperatingSystems\": \"8\", \"Administrative\": \"5\", \"total_measure\": 46.0, \"share_within_group\": 8.027923211169284}, {\"OperatingSystems\": \"2\", \"Administrative\": \"3\", \"total_measure\": 1626.0, \"share_within_group\": 7.668726123661746}, {\"OperatingSystems\": \"3\", \"Administrative\": \"3\", \"total_measure\": 600.0, \"share_within_group\": 7.553820974442906}, {\"OperatingSystems\": \"1\", \"Administrative\": \"3\", \"total_measure\": 547.0, \"share_within_group\": 7.164374590700721}, {\"OperatingSystems\": \"6\", \"Administrative\": \"3\", \"total_measure\": 5.0, \"share_within_group\": 6.8493150684931505}, {\"OperatingSystems\": \"4\", \"Administrative\": \"5\", \"total_measure\": 91.0, \"share_within_group\": 6.821589205397301}, {\"OperatingSystems\": \"1\", \"Administrative\": \"4\", \"total_measure\": 518.0, \"share_within_group\": 6.7845448592010476}, {\"OperatingSystems\": \"3\", \"Administrative\": \"4\", \"total_measure\": 515.0, \"share_within_group\": 6.483696336396827}, {\"OperatingSystems\": \"2\", \"Administrative\": \"4\", \"total_measure\": 1335.0, \"share_within_group\": 6.29627882846767}, {\"OperatingSystems\": \"8\", \"Administrative\": \"6\", \"total_measure\": 36.0, \"share_within_group\": 6.282722513089006}, {\"OperatingSystems\": \"4\", \"Administrative\": \"4\", \"total_measure\": 81.0, \"share_within_group\": 6.071964017991005}, {\"OperatingSystems\": \"6\", \"Administrative\": \"5\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"6\", \"Administrative\": \"6\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"6\", \"Administrative\": \"8\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"4\", \"Administrative\": \"3\", \"total_measure\": 69.0, \"share_within_group\": 5.172413793103448}, {\"OperatingSystems\": \"2\", \"Administrative\": \"5\", \"total_measure\": 1090.0, \"share_within_group\": 5.140781964816299}, {\"OperatingSystems\": \"7\", \"Administrative\": \"1\", \"total_measure\": 1.0, \"share_within_group\": 5.0}, {\"OperatingSystems\": \"7\", \"Administrative\": \"4\", \"total_measure\": 1.0, \"share_within_group\": 5.0}, {\"OperatingSystems\": \"3\", \"Administrative\": \"5\", \"total_measure\": 396.0, \"share_within_group\": 4.985521843132318}, {\"OperatingSystems\": \"8\", \"Administrative\": \"2\", \"total_measure\": 28.0, \"share_within_group\": 4.886561954624782}, {\"OperatingSystems\": \"6\", \"Administrative\": \"4\", \"total_measure\": 3.0, \"share_within_group\": 4.109589041095891}, {\"OperatingSystems\": \"4\", \"Administrative\": \"6\", \"total_measure\": 53.0, \"share_within_group\": 3.973013493253373}, {\"OperatingSystems\": \"4\", \"Administrative\": \"8\", \"total_measure\": 52.0, \"share_within_group\": 3.898050974512744}, {\"OperatingSystems\": \"5\", \"Administrative\": \"3\", \"total_measure\": 1.0, \"share_within_group\": 3.8461538461538463}, {\"OperatingSystems\": \"1\", \"Administrative\": \"5\", \"total_measure\": 292.0, \"share_within_group\": 3.8244924688932547}, {\"OperatingSystems\": \"2\", \"Administrative\": \"6\", \"total_measure\": 769.0, \"share_within_group\": 3.6268452577465453}, {\"OperatingSystems\": \"3\", \"Administrative\": \"6\", \"total_measure\": 282.0, \"share_within_group\": 3.5502958579881656}, {\"OperatingSystems\": \"8\", \"Administrative\": \"4\", \"total_measure\": 19.0, \"share_within_group\": 3.3158813263525304}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..49bdbb2012c8f580ec2a91ba70f0c4bdeeeb8391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:56:42.696532+00:00", + "ended_at": "2026-05-04T06:56:56.341447+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_30b8f4ce048154d9", + "problem_id": "v2p_m6_57cddee4ba005cf9", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=OperatingSystems, measure_col=Region.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "item_col": "Administrative", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_30b8f4ce048154d9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_30b8f4ce048154d9", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 19840, + "output_tokens": 228, + "total_tokens": 23214, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 150, + "estimated_total_tokens": 3045, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13598.61, + "sql_execution_elapsed_ms_total": 14.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_30b8f4ce048154d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a24aea106df83ef6cc91d7b48ba85d60444bce26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30b8f4ce048154d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:56.319983+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13598.61, "started_at": "2026-05-04T06:56:42.701967+00:00", "ended_at": "2026-05-04T06:56:56.302266+00:00", "prompt_metrics": {"chars": 10825, "bytes_utf8": 10825, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22986, "cached_input_tokens": 19840, "output_tokens": 228}, "stderr_preview": "2026-05-04T06:56:42.906020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:45.404341Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Browser", + "measure_col": "ProductRelated", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c5481acc4e3ff0d16503e25d14bff94136db30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-fac8-7b82-bca8-b6c83460d0ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Browser\\\" and measure_col=\\\"ProductRelated\\\". CAST to REAL was added because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":19840,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..954330fb4699efcbf2e3e3cee28aa0197703e121 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Browser\" and measure_col=\"ProductRelated\". CAST to REAL was added because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a5c962bea91c565b2cc740d1012e908de9eba0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:18.058477Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:20.352751Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:28.385149Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1cf7235b1cdca85248e64b27bf6b09a081d463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated. +Result preview: [{"Browser": "2", "avg_measure": 34.79273960557719}, {"Browser": "10", "avg_measure": 32.86503067484663}, {"Browser": "5", "avg_measure": 31.33404710920771}, {"Browser": "4", "avg_measure": 30.449728260869566}, {"Browser": "6", "avg_measure": 29.873563218390803}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3166172d806e473cd8f7f2d6dbae8662321eec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_30d39f330f9ef333 +-- problem_id: v2p_m6_304c2ae1e47a9cd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d9dc7265354b31953cc72af5b658717f19e42dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Browser\", \"avg_measure\"], \"rows\": [{\"Browser\": \"2\", \"avg_measure\": 34.79273960557719}, {\"Browser\": \"10\", \"avg_measure\": 32.86503067484663}, {\"Browser\": \"5\", \"avg_measure\": 31.33404710920771}, {\"Browser\": \"4\", \"avg_measure\": 30.449728260869566}, {\"Browser\": \"6\", \"avg_measure\": 29.873563218390803}, {\"Browser\": \"7\", \"avg_measure\": 25.693877551020407}, {\"Browser\": \"1\", \"avg_measure\": 24.40536149471974}, {\"Browser\": \"8\", \"avg_measure\": 18.022222222222222}, {\"Browser\": \"12\", \"avg_measure\": 17.2}, {\"Browser\": \"3\", \"avg_measure\": 16.419047619047618}, {\"Browser\": \"13\", \"avg_measure\": 14.885245901639344}, {\"Browser\": \"11\", \"avg_measure\": 12.166666666666666}, {\"Browser\": \"9\", \"avg_measure\": 10.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d652930aac8e4548ae36746bc144c29246cdc32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:08:17.819989+00:00", + "ended_at": "2026-05-04T07:08:29.353883+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_30d39f330f9ef333", + "problem_id": "v2p_m6_304c2ae1e47a9cd0", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated.", + "bindings": { + "group_col": "Browser", + "measure_col": "ProductRelated", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_30d39f330f9ef333.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_30d39f330f9ef333", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 151, + "total_tokens": 23019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 89, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11477.63, + "sql_execution_elapsed_ms_total": 7.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_30d39f330f9ef333\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6bc3eee18acfb7a08640127d54ba0fcd0a06ab5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_30d39f330f9ef333/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:29.320359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11477.63, "started_at": "2026-05-04T07:08:17.824672+00:00", "ended_at": "2026-05-04T07:08:29.301179+00:00", "prompt_metrics": {"chars": 10417, "bytes_utf8": 10417, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:08:18.058477Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:20.352751Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34e6b322125f1a7cf0f581ddf49430d076af1f6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-4336-7e60-a31c-c4677a6355f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"OperatingSystems\\\" and only the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22844,"cached_input_tokens":21888,"output_tokens":91}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56eb59770828319c19fc8a5a766093cbe02c60f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"OperatingSystems\" and only the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..052f64df2b05ead9012032e9c56bff6e1690356f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:25.559637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:28.033924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:38.127945Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcc7da300da0553dd44acd2d06b8d1eda469d31b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems. +Result preview: [{"OperatingSystems": "2", "row_count": 6601}, {"OperatingSystems": "1", "row_count": 2585}, {"OperatingSystems": "3", "row_count": 2555}, {"OperatingSystems": "4", "row_count": 478}, {"OperatingSystems": "8", "row_count": 79}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d15d193ea270cfb8ed274e50f9f13b6bfa8edd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_31ae5d7b1a769329 +-- problem_id: v2p_m6_34edec56fd8d848a +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS row_count +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e73aad18481d42a2690f41e2ef85028f0c716391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"OperatingSystems\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"OperatingSystems\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"OperatingSystems\", \"row_count\"], \"rows\": [{\"OperatingSystems\": \"2\", \"row_count\": 6601}, {\"OperatingSystems\": \"1\", \"row_count\": 2585}, {\"OperatingSystems\": \"3\", \"row_count\": 2555}, {\"OperatingSystems\": \"4\", \"row_count\": 478}, {\"OperatingSystems\": \"8\", \"row_count\": 79}, {\"OperatingSystems\": \"6\", \"row_count\": 19}, {\"OperatingSystems\": \"7\", \"row_count\": 7}, {\"OperatingSystems\": \"5\", \"row_count\": 6}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f1b614fe1b34071609cc2160cb7adbcc7ca4f7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:06:25.286806+00:00", + "ended_at": "2026-05-04T07:06:38.791744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_31ae5d7b1a769329", + "problem_id": "v2p_m6_34edec56fd8d848a", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=OperatingSystems.", + "bindings": { + "group_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_31ae5d7b1a769329.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_31ae5d7b1a769329", + "api_calls": 0, + "input_tokens": 22844, + "cached_input_tokens": 21888, + "output_tokens": 91, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2753, + "estimated_output_tokens": 75, + "estimated_total_tokens": 2828, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13460.23, + "sql_execution_elapsed_ms_total": 7.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_31ae5d7b1a769329\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d6b1f808fbb01e04b3432b4c9386a4ac7c9da17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_31ae5d7b1a769329/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:38.768366+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13460.23, "started_at": "2026-05-04T07:06:25.288491+00:00", "ended_at": "2026-05-04T07:06:38.750855+00:00", "prompt_metrics": {"chars": 10328, "bytes_utf8": 10328, "lines": 310, "estimated_tokens": 2753}, "response_metrics": {"chars": 316, "bytes_utf8": 316, "lines": 1, "estimated_tokens": 75}, "usage": {"input_tokens": 22844, "cached_input_tokens": 21888, "output_tokens": 91}, "stderr_preview": "2026-05-04T07:06:25.559637Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:28.033924Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=ProductRelated.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d21fe2a8bbadfded02b48e79aa7f7f59a2bce28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-d618-75a2-8470-fe2f1e1dd8d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"Month\\\"\\n)\\nSELECT\\n r.\\\"Month\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"Month\\\" = t.\\\"Month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template for SQLite by approximating the 90th percentile per Month as the first ordered ProductRelated value whose row number is at least 0.9 times the group size, with ProductRelated cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":22400,"output_tokens":378}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53beeaabe733040e1b019de39d2c590284cff949 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"target\" AS (\n SELECT\n \"Month\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.9 * \"cnt\"\n GROUP BY \"Month\"\n)\nSELECT\n r.\"Month\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"Month\" = t.\"Month\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Adapted the planned percentile template for SQLite by approximating the 90th percentile per Month as the first ordered ProductRelated value whose row number is at least 0.9 times the group size, with ProductRelated cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4433920ea47cd80381196fec4cd2f334cee5c81f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:48.348553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:50.898436Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:04.687509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..57ad4d8a93253001564a6e425477d085ef04ec1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=ProductRelated. +Result preview: [{"Month": "Nov", "percentile_measure": 114.0}, {"Month": "Aug", "percentile_measure": 92.0}, {"Month": "Jul", "percentile_measure": 91.0}, {"Month": "June", "percentile_measure": 87.0}, {"Month": "Oct", "percentile_measure": 79.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a1194b12606e1eb08e70777786fba5805bfcbb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3328dc688ac4e864 +-- problem_id: v2p_m6_aa92909a9ea95f4c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" +), +"target" AS ( + SELECT + "Month", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE "rn" >= 0.9 * "cnt" + GROUP BY "Month" +) +SELECT + r."Month", + r."measure_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."Month" = t."Month" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..487d19dee4f3b528667d467dba3d6e6fe38ec15e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"target\" AS (\n SELECT\n \"Month\",\n MIN(\"rn\") AS \"target_rn\"\n FROM \"ranked\"\n WHERE \"rn\" >= 0.9 * \"cnt\"\n GROUP BY \"Month\"\n)\nSELECT\n r.\"Month\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"Month\" = t.\"Month\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n MIN(\\\"rn\\\") AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" >= 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"Month\\\"\\n)\\nSELECT\\n r.\\\"Month\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"Month\\\" = t.\\\"Month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Month\", \"percentile_measure\"], \"rows\": [{\"Month\": \"Nov\", \"percentile_measure\": 114.0}, {\"Month\": \"Aug\", \"percentile_measure\": 92.0}, {\"Month\": \"Jul\", \"percentile_measure\": 91.0}, {\"Month\": \"June\", \"percentile_measure\": 87.0}, {\"Month\": \"Oct\", \"percentile_measure\": 79.0}, {\"Month\": \"Sep\", \"percentile_measure\": 78.0}, {\"Month\": \"Dec\", \"percentile_measure\": 64.0}, {\"Month\": \"May\", \"percentile_measure\": 60.0}, {\"Month\": \"Mar\", \"percentile_measure\": 46.0}, {\"Month\": \"Feb\", \"percentile_measure\": 25.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..accbc59b3988ab5d77510bfa21b97d0b85e319cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:27:48.060750+00:00", + "ended_at": "2026-05-04T07:28:05.565112+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3328dc688ac4e864", + "problem_id": "v2p_m6_aa92909a9ea95f4c", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=ProductRelated.", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3328dc688ac4e864.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3328dc688ac4e864", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 378, + "total_tokens": 23284, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 290, + "estimated_total_tokens": 3105, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17421.03, + "sql_execution_elapsed_ms_total": 56.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3328dc688ac4e864\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..161d0f95fba2c9aa1f38dc2b6bdad1940406a265 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:05.508835+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17421.03, "started_at": "2026-05-04T07:27:48.064771+00:00", "ended_at": "2026-05-04T07:28:05.485636+00:00", "prompt_metrics": {"chars": 10583, "bytes_utf8": 10583, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 996, "bytes_utf8": 996, "lines": 1, "estimated_tokens": 290}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 378}, "stderr_preview": "2026-05-04T07:27:48.348553Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:50.898436Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9 * \\\"cnt\\\"\\n GROUP BY \\\"Month\\\"\\n)\\nSELECT\\n r.\\\"Month\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"Month\\\" = t.\\\"Month\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Adapted the planned percentile template for SQLite by approximating the 90th percentile per Month as the first ordered ProductRelated value whose row number is at least 0.9 times the group size, with ProductRelated cast from TEXT to REAL.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fec9513a1fe08d1aeea2e03d9726b2fd469d528a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3328dc688ac4e864/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3328dc688ac4e864", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 378, + "total_tokens": 23284, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 290, + "estimated_total_tokens": 3105, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17421.03, + "sql_execution_elapsed_ms_total": 56.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3328dc688ac4e864\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a15b9fca1ceb8b6cb33e9ecb23ffba95e0387f83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "May", "support": 3364, "support_share": 0.27283049472830495, "support_rank": 1}, {"value_label": "Nov", "support": 2998, "support_share": 0.24314679643146797, "support_rank": 2}, {"value_label": "Mar", "support": 1907, "support_share": 0.15466342254663423, "support_rank": 3}, {"value_label": "Dec", "support": 1727, "support_share": 0.14006488240064882, "support_rank": 4}, {"value_label": "Oct", "support": 549, "support_share": 0.04452554744525548, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d09a50ffcf147851552dd45d3f6c422ef05242c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_34c29a853c966785 +-- problem_id: v2p_m6_5c821a4c0d82604d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5aa1c8e4f861b00bb4f27c63fe13a7a01238d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_34c29a853c966785\n-- problem_id: v2p_m6_5c821a4c0d82604d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Month\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Month\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_34c29a853c966785\\n-- problem_id: v2p_m6_5c821a4c0d82604d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Month\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Month\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"May\", \"support\": 3364, \"support_share\": 0.27283049472830495, \"support_rank\": 1}, {\"value_label\": \"Nov\", \"support\": 2998, \"support_share\": 0.24314679643146797, \"support_rank\": 2}, {\"value_label\": \"Mar\", \"support\": 1907, \"support_share\": 0.15466342254663423, \"support_rank\": 3}, {\"value_label\": \"Dec\", \"support\": 1727, \"support_share\": 0.14006488240064882, \"support_rank\": 4}, {\"value_label\": \"Oct\", \"support\": 549, \"support_share\": 0.04452554744525548, \"support_rank\": 5}, {\"value_label\": \"Sep\", \"support\": 448, \"support_share\": 0.036334144363341446, \"support_rank\": 6}, {\"value_label\": \"Aug\", \"support\": 433, \"support_share\": 0.03511759935117599, \"support_rank\": 7}, {\"value_label\": \"Jul\", \"support\": 432, \"support_share\": 0.035036496350364967, \"support_rank\": 8}, {\"value_label\": \"June\", \"support\": 288, \"support_share\": 0.02335766423357664, \"support_rank\": 9}, {\"value_label\": \"Feb\", \"support\": 184, \"support_share\": 0.01492295214922952, \"support_rank\": 10}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44a0c3fa504a1904fce27ac317c5cd71c5aa9cf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.464415+00:00", + "ended_at": "2026-05-04T07:38:29.474410+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_34c29a853c966785", + "problem_id": "v2p_m6_5c821a4c0d82604d", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Month.", + "bindings": { + "group_col": "Month" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_34c29a853c966785.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_34c29a853c966785/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bcf7df64efc0fdce97a04d270224107f4024ebce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10303, "bytes_utf8": 10303, "lines": 310, "estimated_tokens": 2750}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 19840, "output_tokens": 97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59f7dbe0eb29894442ce5723b6e348f6c570d8fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3636478e48d80a77", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15572.67, + "sql_execution_elapsed_ms_total": 6.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3636478e48d80a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..018e2811eec88aecca6bb08b5c8300fc3ec66279 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:06:51.245551+00:00", + "ended_at": "2026-05-04T07:07:06.818196+00:00", + "elapsed_ms": 15572.67, + "prompt_metrics": { + "chars": 10303, + "bytes_utf8": 10303, + "lines": 310, + "estimated_tokens": 2750 + }, + "stdout_metrics": { + "chars": 655, + "bytes_utf8": 655, + "lines": 4, + "estimated_tokens": 182 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13259 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 336, + "bytes_utf8": 336, + "lines": 1, + "estimated_tokens": 81 + }, + "usage": { + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f305ef452a99aed9629fcdad4b6c1e0e71fd3aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2454bc5d63c2025d658d9084144959177cdcd017 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-a8a0-7583-858e-f4937a9163e5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"Region\\\" on the single table \\\"m6\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a02f8fd9ad030cd7b4f2432c201590401d07bfdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"Region\" on the single table \"m6\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e82ca704570e25a217c030975ac2a4c26a5dba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:51.514831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:55.037493Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:05.952200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ead5f8fe9c6860c552f2eb3d558c72c2beae2232 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region. +Result preview: [{"Region": "1", "row_count": 4780}, {"Region": "3", "row_count": 2403}, {"Region": "4", "row_count": 1182}, {"Region": "2", "row_count": 1136}, {"Region": "6", "row_count": 805}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bf9d3b395a41305154641eaf6d9b15f4bfa78d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_3636478e48d80a77 +-- problem_id: v2p_m6_64e2a851848089fc +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51a589db169ae26dd8b0ef2a1c4ac4afdceb35a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Region\", \"row_count\"], \"rows\": [{\"Region\": \"1\", \"row_count\": 4780}, {\"Region\": \"3\", \"row_count\": 2403}, {\"Region\": \"4\", \"row_count\": 1182}, {\"Region\": \"2\", \"row_count\": 1136}, {\"Region\": \"6\", \"row_count\": 805}, {\"Region\": \"7\", \"row_count\": 761}, {\"Region\": \"9\", \"row_count\": 511}, {\"Region\": \"8\", \"row_count\": 434}, {\"Region\": \"5\", \"row_count\": 318}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a502afc3ddd1d18507ca2f7cd658ccf9fed84ee8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:06:51.242306+00:00", + "ended_at": "2026-05-04T07:07:06.860273+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3636478e48d80a77", + "problem_id": "v2p_m6_64e2a851848089fc", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Region.", + "bindings": { + "group_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3636478e48d80a77.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3636478e48d80a77", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15572.67, + "sql_execution_elapsed_ms_total": 6.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3636478e48d80a77\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b2412405c3418909321f8a09e1e3156e9d69577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3636478e48d80a77/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:06.834998+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15572.67, "started_at": "2026-05-04T07:06:51.245551+00:00", "ended_at": "2026-05-04T07:07:06.818196+00:00", "prompt_metrics": {"chars": 10303, "bytes_utf8": 10303, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:06:51.514831Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:55.037493Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8570f04d64e5d60fef82586f7f13123f7c95b73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_36515cbdb32410ca\n-- problem_id: v2p_m6_15fcd4b69767cf89\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_36515cbdb32410ca\\n-- problem_id: v2p_m6_15fcd4b69767cf89\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.26258278145695363}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 6.845238095238095}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.26666666666666666}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 2.1846153846153844}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 10.416666666666666}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 3.3}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 2.7}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 3.4444444444444446}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 2.138888888888889}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.7777777777777778}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 14.6}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 6.5}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 6.25}, {\"ProductRelated_Duration\": \"67\", \"support\": 8, \"avg_response\": 4.0625}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ed623f69244516fa81f59f280443ad1f5e697968 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.845079+00:00", + "ended_at": "2026-05-04T07:38:29.862202+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_36515cbdb32410ca", + "problem_id": "v2p_m6_15fcd4b69767cf89", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_36515cbdb32410ca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_36515cbdb32410ca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85dfa5d7153d3455751004985ecd7101b29b82cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10693, "bytes_utf8": 10693, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22948, "cached_input_tokens": 22400, "output_tokens": 122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f8d7ad00bb037f5a5e6422d0e9f7020923fe648d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3697b7a18532f6be", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11767.35, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3697b7a18532f6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ea9ae7c69697dc52613c6be976f36abcd283bc6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:27.333037+00:00", + "ended_at": "2026-05-04T07:15:39.096038+00:00", + "elapsed_ms": 11767.35, + "prompt_metrics": { + "chars": 10693, + "bytes_utf8": 10693, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 22018, + "bytes_utf8": 22018, + "lines": 30, + "estimated_tokens": 12493 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 435, + "bytes_utf8": 435, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 122 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0172bec435b45390bdf3ff0bec171a2c3b519d6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Browser", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e090fe917541012e285f31cc3c6d3f31fb48f6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-8884-7b11-97cc-8b30523dd013"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bound roles. Cast text-typed numeric fields to REAL for SQLite-compatible numeric comparison and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":22400,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7cc547c08321c18c3bddef083afbac5f285eb31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Top-k Group Sum with Filter template with bound roles. Cast text-typed numeric fields to REAL for SQLite-compatible numeric comparison and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d84abd9da279f21e2368b24dd913d28d24c0c38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T07:15:27.574076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:29.924231Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:38.298591Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d41070ad5f72451678318bfd9e846cc9bb8787c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=Browser. +Result preview: [{"OperatingSystems": "2", "total_measure": 18131.0}, {"OperatingSystems": "3", "total_measure": 5398.0}, {"OperatingSystems": "1", "total_measure": 3910.0}, {"OperatingSystems": "4", "total_measure": 754.0}, {"OperatingSystems": "8", "total_measure": 745.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b2364895d946984098a46807c2bea18fcef64b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_3697b7a18532f6be +-- problem_id: v2p_m6_51e1b20b19e71494 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e78cfafdfb56c2680b5861627442e1eb3ff2b99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 18131.0}, {\"OperatingSystems\": \"3\", \"total_measure\": 5398.0}, {\"OperatingSystems\": \"1\", \"total_measure\": 3910.0}, {\"OperatingSystems\": \"4\", \"total_measure\": 754.0}, {\"OperatingSystems\": \"8\", \"total_measure\": 745.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 66.0}, {\"OperatingSystems\": \"6\", \"total_measure\": 52.0}, {\"OperatingSystems\": \"7\", \"total_measure\": 7.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c174ea7fb58372a46f36bc83c8b8e7078e931b6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:15:27.329506+00:00", + "ended_at": "2026-05-04T07:15:39.140598+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3697b7a18532f6be", + "problem_id": "v2p_m6_51e1b20b19e71494", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=Browser.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Browser", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3697b7a18532f6be.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3697b7a18532f6be", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11767.35, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3697b7a18532f6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..681c1e4cef01d333c75fcdf998fa7adbdcbe3926 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:39.118551+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11767.35, "started_at": "2026-05-04T07:15:27.333037+00:00", "ended_at": "2026-05-04T07:15:39.096038+00:00", "prompt_metrics": {"chars": 10693, "bytes_utf8": 10693, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22948, "cached_input_tokens": 22400, "output_tokens": 122}, "stderr_preview": "2026-05-04T07:15:27.574076Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:29.924231Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with bound roles. Cast text-typed numeric fields to REAL for SQLite-compatible numeric comparison and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0d35734b23874308133e3a29f8a127e91d080c70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3697b7a18532f6be/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3697b7a18532f6be", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 122, + "total_tokens": 23070, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11767.35, + "sql_execution_elapsed_ms_total": 8.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3697b7a18532f6be\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a054bed3dd40c87bf953df17ad23e04a9d55740a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10579, "bytes_utf8": 10579, "lines": 312, "estimated_tokens": 2816}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 827, "bytes_utf8": 827, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22907, "cached_input_tokens": 21888, "output_tokens": 385}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 11399, "bytes_utf8": 11399, "lines": 316, "estimated_tokens": 3061}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 759, "bytes_utf8": 759, "lines": 1, "estimated_tokens": 209}, "usage": {"input_tokens": 23152, "cached_input_tokens": 22400, "output_tokens": 557}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f0dfcd12b53d956e1c6e7e3609a8279e257fabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_37243bd43b885ebb", + "api_calls": 0, + "input_tokens": 46059, + "cached_input_tokens": 44288, + "output_tokens": 942, + "total_tokens": 47001, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5877, + "estimated_output_tokens": 459, + "estimated_total_tokens": 6336, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34871.32, + "sql_execution_elapsed_ms_total": 56.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_37243bd43b885ebb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e95ed627a0806b7972cef98f009753cf5a885d45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:29:44.266318+00:00", + "ended_at": "2026-05-04T07:30:00.385671+00:00", + "elapsed_ms": 16119.65, + "prompt_metrics": { + "chars": 10579, + "bytes_utf8": 10579, + "lines": 312, + "estimated_tokens": 2816 + }, + "stdout_metrics": { + "chars": 1254, + "bytes_utf8": 1254, + "lines": 4, + "estimated_tokens": 421 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 827, + "bytes_utf8": 827, + "lines": 1, + "estimated_tokens": 250 + }, + "usage": { + "input_tokens": 22907, + "cached_input_tokens": 21888, + "output_tokens": 385 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e6b40d0a98c8f87815efdda3405ac0af22c342a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:30:00.410238+00:00", + "ended_at": "2026-05-04T07:30:19.162244+00:00", + "elapsed_ms": 18751.67, + "prompt_metrics": { + "chars": 11399, + "bytes_utf8": 11399, + "lines": 316, + "estimated_tokens": 3061 + }, + "stdout_metrics": { + "chars": 1138, + "bytes_utf8": 1138, + "lines": 4, + "estimated_tokens": 348 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 759, + "bytes_utf8": 759, + "lines": 1, + "estimated_tokens": 209 + }, + "usage": { + "input_tokens": 23152, + "cached_input_tokens": 22400, + "output_tokens": 557 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5dfcff124cc93037621b087a4e936cfb7a49954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ExitRates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e3fa73bea7729c22e5b673a078ada55973a0fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ExitRates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"exit_rate\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"target_rows\" AS (\n SELECT\n \"Region\",\n \"exit_rate\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Region\",\n \"exit_rate\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..feaa4119647cfc3056ef6972a3b101c1882bfbff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-9bf8-7932-b2b1-61f88812cb5a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"exit_rate\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"exit_rate\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"exit_rate\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"Region\\\" over CAST(\\\"ExitRates\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22907,"cached_input_tokens":21888,"output_tokens":385}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4453531c1a9120296e3824a3c06d16c76ad79af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"exit_rate\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"target_rows\" AS (\n SELECT\n \"Region\",\n \"exit_rate\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Region\",\n \"exit_rate\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"Region\" over CAST(\"ExitRates\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..55827a7b851fb74bae3f1bd26a90651a72c96d3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-dadd-78e3-91db-69c229af906d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((95 * \\\"cnt\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing CEIL with integer arithmetic for the 95th-percentile nearest-rank position. This approximates the planned percentile template in SQLite, which does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23152,"cached_input_tokens":22400,"output_tokens":557}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b56cb0bff53a26b0a3f894769551b9096da36116 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n)\nSELECT\n \"Region\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((95 * \"cnt\" + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing CEIL with integer arithmetic for the 95th-percentile nearest-rank position. This approximates the planned percentile template in SQLite, which does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d71784e3e72755ead9a16e16185f87f1f3d3c1ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:44.527152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:46.939257Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:59.476828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..203a7785a3ce2454d0aff25dddb1c774b4d42614 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:00.617108Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:03.143883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:18.175472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd4346ca707736dd5352820d9df26d5969e21086 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ExitRates. +Result preview: [{"Region": "1", "percentile_measure": 0.2}, {"Region": "2", "percentile_measure": 0.2}, {"Region": "3", "percentile_measure": 0.2}, {"Region": "4", "percentile_measure": 0.2}, {"Region": "5", "percentile_measure": 0.2}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..31fdea48f72c5fcd3b1814452a41414357299094 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_37243bd43b885ebb +-- problem_id: v2p_m6_7d0e908af9c0b258 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "exit_rate", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" +), +"target_rows" AS ( + SELECT + "Region", + "exit_rate", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Region", + "exit_rate" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2618703dfe7a4f51bb5626da4107e79095fd88e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n)\nSELECT\n \"Region\",\n \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((95 * \"cnt\" + 99) / 100 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((95 * \\\"cnt\\\" + 99) / 100 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Region\", \"percentile_measure\"], \"rows\": [{\"Region\": \"1\", \"percentile_measure\": 0.2}, {\"Region\": \"2\", \"percentile_measure\": 0.2}, {\"Region\": \"3\", \"percentile_measure\": 0.2}, {\"Region\": \"4\", \"percentile_measure\": 0.2}, {\"Region\": \"5\", \"percentile_measure\": 0.2}, {\"Region\": \"6\", \"percentile_measure\": 0.2}, {\"Region\": \"7\", \"percentile_measure\": 0.2}, {\"Region\": \"9\", \"percentile_measure\": 0.2}, {\"Region\": \"8\", \"percentile_measure\": 0.15}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 56.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ba4df289b889dce914ecb7d0741856338daa639 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:29:44.259211+00:00", + "ended_at": "2026-05-04T07:30:19.248259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_37243bd43b885ebb", + "problem_id": "v2p_m6_7d0e908af9c0b258", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Region, measure_col=ExitRates.", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_37243bd43b885ebb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_37243bd43b885ebb", + "api_calls": 0, + "input_tokens": 46059, + "cached_input_tokens": 44288, + "output_tokens": 942, + "total_tokens": 47001, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5877, + "estimated_output_tokens": 459, + "estimated_total_tokens": 6336, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34871.32, + "sql_execution_elapsed_ms_total": 56.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_37243bd43b885ebb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ffc3658fe92a363da1e5abe8d5270bf84691ea0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_37243bd43b885ebb/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:30:00.406278+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16119.65, "started_at": "2026-05-04T07:29:44.266318+00:00", "ended_at": "2026-05-04T07:30:00.385671+00:00", "prompt_metrics": {"chars": 10579, "bytes_utf8": 10579, "lines": 312, "estimated_tokens": 2816}, "response_metrics": {"chars": 827, "bytes_utf8": 827, "lines": 1, "estimated_tokens": 250}, "usage": {"input_tokens": 22907, "cached_input_tokens": 21888, "output_tokens": 385}, "stderr_preview": "2026-05-04T07:29:44.527152Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:46.939257Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57fd582f483122c2526d138bc935e34605aba47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-2feb-7ac3-8328-71ecea5e548a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MAX(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile over rows where \\\"Weekend\\\" = 'FALSE', casting \\\"Administrative_Duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22982,"cached_input_tokens":21888,"output_tokens":446}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..388f071e22ad47725be81e62c62a76c2c6a0e659 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Revenue\",\n MAX(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Revenue\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile over rows where \"Weekend\" = 'FALSE', casting \"Administrative_Duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f414054325083639fe4d7ff234a9fc76de400978 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:15.079458Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:17.414132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:32.183377Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f83ac98e34e55245d0f7d1d2d15ffe7fe63154c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration, condition_col=Weekend. +Result preview: [{"Revenue": "TRUE", "conditional_percentile": 322.35}, {"Revenue": "FALSE", "conditional_percentile": 203.5}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c8d694b6b461ff288ef5d89a4d1c0e54a94117f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_3743977eff115c68 +-- problem_id: v2p_m6_8584123e3bbafab1 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative_Duration" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'FALSE' + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Revenue", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Revenue", + MAX("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "Revenue" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bb1bba8486a5203feb63c9cabe69a808bc558087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Revenue\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Revenue\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Revenue\",\n MAX(\"measure_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Revenue\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Revenue\\\",\\n MAX(\\\"measure_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Revenue\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Revenue\", \"conditional_percentile\"], \"rows\": [{\"Revenue\": \"TRUE\", \"conditional_percentile\": 322.35}, {\"Revenue\": \"FALSE\", \"conditional_percentile\": 203.5}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..14d23b8e43c45133dbd2ef416710e03d9882b7b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:05:14.822809+00:00", + "ended_at": "2026-05-04T07:05:33.148472+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3743977eff115c68", + "problem_id": "v2p_m6_8584123e3bbafab1", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=Administrative_Duration, condition_col=Weekend.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative_Duration", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3743977eff115c68.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3743977eff115c68", + "api_calls": 0, + "input_tokens": 22982, + "cached_input_tokens": 21888, + "output_tokens": 446, + "total_tokens": 23428, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2891, + "estimated_output_tokens": 267, + "estimated_total_tokens": 3158, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18212.17, + "sql_execution_elapsed_ms_total": 73.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3743977eff115c68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec9ae257f6340bf92ad2450ff7b81382d82c5bee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3743977eff115c68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:33.064339+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18212.17, "started_at": "2026-05-04T07:05:14.826743+00:00", "ended_at": "2026-05-04T07:05:33.039417+00:00", "prompt_metrics": {"chars": 10936, "bytes_utf8": 10936, "lines": 317, "estimated_tokens": 2891}, "response_metrics": {"chars": 963, "bytes_utf8": 963, "lines": 1, "estimated_tokens": 267}, "usage": {"input_tokens": 22982, "cached_input_tokens": 21888, "output_tokens": 446}, "stderr_preview": "2026-05-04T07:05:15.079458Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:17.414132Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational_Duration.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Informational_Duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a152c19103d25684a3fc3e979575ebdf40afb2d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-acf1-70e0-8172-35e63e9168d1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Informational_Duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Informational_Duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Informational_Duration\\\" AS REAL) DESC;\",\"notes\":\"Applied the provided Quantile Tail Slice template with measure_col bound to \\\"Informational_Duration\\\". Because the schema stores numeric-looking values as TEXT, the query casts the measure to REAL for tail bucketing and descending sort while returning the original column value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22927,"cached_input_tokens":21888,"output_tokens":285}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bce3a1c7f2b6ed83bc65bcf938091c3ab9d7e1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Informational_Duration\",\n NTILE(10) OVER (ORDER BY CAST(\"Informational_Duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Informational_Duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Informational_Duration\" AS REAL) DESC;","notes":"Applied the provided Quantile Tail Slice template with measure_col bound to \"Informational_Duration\". Because the schema stores numeric-looking values as TEXT, the query casts the measure to REAL for tail bucketing and descending sort while returning the original column value."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..745a073efc917f4ba5ed7db57f6253903d56b9b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:59.984851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:02.539994Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:13.920222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a2eab9f4ca059579ad8dc1b09fcec0d355cf03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational_Duration. +Result preview: [{"Informational_Duration": "2549.375"}, {"Informational_Duration": "2256.916667"}, {"Informational_Duration": "2252.033333"}, {"Informational_Duration": "2195.3"}, {"Informational_Duration": "2166.5"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8193ee2dd984fa28b9411207b59c35057770285c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_381d14f7012bbae5 +-- problem_id: v2p_m6_7d41ce7ab0fbde34 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Informational_Duration", + NTILE(10) OVER (ORDER BY CAST("Informational_Duration" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Informational_Duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Informational_Duration" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..92230c91e605280d10532fba4d3073187b793cd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Informational_Duration\",\n NTILE(10) OVER (ORDER BY CAST(\"Informational_Duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Informational_Duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Informational_Duration\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Informational_Duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Informational_Duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Informational_Duration\\\" AS REAL) DESC;\", \"columns\": [\"Informational_Duration\"], \"rows\": [{\"Informational_Duration\": \"2549.375\"}, {\"Informational_Duration\": \"2256.916667\"}, {\"Informational_Duration\": \"2252.033333\"}, {\"Informational_Duration\": \"2195.3\"}, {\"Informational_Duration\": \"2166.5\"}, {\"Informational_Duration\": \"2050.433333\"}, {\"Informational_Duration\": \"1949.166667\"}, {\"Informational_Duration\": \"1830.5\"}, {\"Informational_Duration\": \"1779.166667\"}, {\"Informational_Duration\": \"1778\"}, {\"Informational_Duration\": \"1767.666667\"}, {\"Informational_Duration\": \"1729\"}, {\"Informational_Duration\": \"1665.066667\"}, {\"Informational_Duration\": \"1657.3\"}, {\"Informational_Duration\": \"1655.4\"}, {\"Informational_Duration\": \"1652\"}, {\"Informational_Duration\": \"1636\"}, {\"Informational_Duration\": \"1530\"}, {\"Informational_Duration\": \"1529.2\"}, {\"Informational_Duration\": \"1511.7\"}, {\"Informational_Duration\": \"1494.5\"}, {\"Informational_Duration\": \"1488\"}, {\"Informational_Duration\": \"1475.25\"}, {\"Informational_Duration\": \"1467\"}, {\"Informational_Duration\": \"1439\"}, {\"Informational_Duration\": \"1415\"}, {\"Informational_Duration\": \"1411\"}, {\"Informational_Duration\": \"1373.75\"}, {\"Informational_Duration\": \"1368\"}, {\"Informational_Duration\": \"1360\"}, {\"Informational_Duration\": \"1343.25\"}, {\"Informational_Duration\": \"1312.4\"}, {\"Informational_Duration\": \"1307\"}, {\"Informational_Duration\": \"1258.833333\"}, {\"Informational_Duration\": \"1236.2\"}, {\"Informational_Duration\": \"1231\"}, {\"Informational_Duration\": \"1222.75\"}, {\"Informational_Duration\": \"1220\"}, {\"Informational_Duration\": \"1210.397619\"}, {\"Informational_Duration\": \"1193.125\"}, {\"Informational_Duration\": \"1188.5\"}, {\"Informational_Duration\": \"1174\"}, {\"Informational_Duration\": \"1165.166667\"}, {\"Informational_Duration\": \"1150\"}, {\"Informational_Duration\": \"1146.666667\"}, {\"Informational_Duration\": \"1131\"}, {\"Informational_Duration\": \"1109.533333\"}, {\"Informational_Duration\": \"1093.3\"}, {\"Informational_Duration\": \"1083\"}, {\"Informational_Duration\": \"1079.833333\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03f7290985eed70ec4ac7e4ec48b8cca3d251127 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:31:59.705469+00:00", + "ended_at": "2026-05-04T07:32:15.046128+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_381d14f7012bbae5", + "problem_id": "v2p_m6_7d41ce7ab0fbde34", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational_Duration.", + "bindings": { + "measure_col": "Informational_Duration", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_381d14f7012bbae5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_381d14f7012bbae5", + "api_calls": 0, + "input_tokens": 22927, + "cached_input_tokens": 21888, + "output_tokens": 285, + "total_tokens": 23212, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2836, + "estimated_output_tokens": 151, + "estimated_total_tokens": 2987, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15277.82, + "sql_execution_elapsed_ms_total": 28.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_381d14f7012bbae5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..759766c50de6fcde92570f27a85f763b24c75713 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_381d14f7012bbae5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:15.009021+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15277.82, "started_at": "2026-05-04T07:31:59.711932+00:00", "ended_at": "2026-05-04T07:32:14.989709+00:00", "prompt_metrics": {"chars": 10595, "bytes_utf8": 10595, "lines": 310, "estimated_tokens": 2836}, "response_metrics": {"chars": 649, "bytes_utf8": 649, "lines": 1, "estimated_tokens": 151}, "usage": {"input_tokens": 22927, "cached_input_tokens": 21888, "output_tokens": 285}, "stderr_preview": "2026-05-04T07:31:59.984851Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:02.539994Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0826102a3682b13181c2ed703a05a74b11c4f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-1a5c-7ac3-91fc-d73762ab3fe5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile template using nearest-rank 90th percentile per OperatingSystems, with ProductRelated_Duration cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22914,"cached_input_tokens":21888,"output_tokens":535}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..408ea2936e195a6327e6d473a1c3759f12592523 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"OperatingSystems\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible rewrite of the grouped percentile template using nearest-rank 90th percentile per OperatingSystems, with ProductRelated_Duration cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ddbb99e1285a83a8d47efd78f1298acc49edb65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:05.805370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:08.421069Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:25.339034Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca65454a28e6cd44fc8817f5db9165c6578fbb5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration. +Result preview: [{"OperatingSystems": "7", "percentile_measure": 4306.612355}, {"OperatingSystems": "2", "percentile_measure": 3472.870513}, {"OperatingSystems": "4", "percentile_measure": 2980.889179}, {"OperatingSystems": "3", "percentile_measure": 2436.287879}, {"OperatingSystems": "1", "percentile_measure": 2159.004167}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..033c8b4a8666b0c50a78ff11bd4b4c4216ed6277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_38bce5545a5f0054 +-- problem_id: v2p_m6_fcd52682700db988 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "OperatingSystems", + "measure_value" + FROM "ranked" + WHERE "rn" = ( + CAST((0.9 * "cnt") AS INTEGER) + + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END + ) +) +SELECT + "OperatingSystems", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a8c161d16044628cf9dd1a29e054e9d61a3c32e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"OperatingSystems\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"OperatingSystems\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"percentile_measure\"], \"rows\": [{\"OperatingSystems\": \"7\", \"percentile_measure\": 4306.612355}, {\"OperatingSystems\": \"2\", \"percentile_measure\": 3472.870513}, {\"OperatingSystems\": \"4\", \"percentile_measure\": 2980.889179}, {\"OperatingSystems\": \"3\", \"percentile_measure\": 2436.287879}, {\"OperatingSystems\": \"1\", \"percentile_measure\": 2159.004167}, {\"OperatingSystems\": \"5\", \"percentile_measure\": 2059.3}, {\"OperatingSystems\": \"6\", \"percentile_measure\": 2006.046667}, {\"OperatingSystems\": \"8\", \"percentile_measure\": 1403.541667}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 52.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..03a963b24aa29d849a093568e968a77d7b675f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:28:05.575494+00:00", + "ended_at": "2026-05-04T07:28:26.222670+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_38bce5545a5f0054", + "problem_id": "v2p_m6_fcd52682700db988", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_38bce5545a5f0054.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_38bce5545a5f0054", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 535, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3131, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20563.62, + "sql_execution_elapsed_ms_total": 52.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_38bce5545a5f0054\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1c530022c5b3123a3eff632ac5da37968b1b799 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:26.162532+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20563.62, "started_at": "2026-05-04T07:28:05.579748+00:00", "ended_at": "2026-05-04T07:28:26.142955+00:00", "prompt_metrics": {"chars": 10628, "bytes_utf8": 10628, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 1116, "bytes_utf8": 1116, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22914, "cached_input_tokens": 21888, "output_tokens": 535}, "stderr_preview": "2026-05-04T07:28:05.805370Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:08.421069Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible rewrite of the grouped percentile temp"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c0ab3883a7d5f5d0e05608a5510341c42e9115c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_38bce5545a5f0054/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_38bce5545a5f0054", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 535, + "total_tokens": 23449, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3131, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20563.62, + "sql_execution_elapsed_ms_total": 52.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_38bce5545a5f0054\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..07176b4d2678e03d3723b8d2215c480d95ec9f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10588, "bytes_utf8": 10588, "lines": 312, "estimated_tokens": 2823}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22912, "cached_input_tokens": 21888, "output_tokens": 138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1fa75ec10fc97d6ecd5233585b46e241a044fa1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_396164543d2b578d", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12457.61, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_396164543d2b578d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9d70befbe1e05949c42d5913adb4891b09004de6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:34:34.838245+00:00", + "ended_at": "2026-05-04T07:34:47.296051+00:00", + "elapsed_ms": 12457.61, + "prompt_metrics": { + "chars": 10588, + "bytes_utf8": 10588, + "lines": 312, + "estimated_tokens": 2823 + }, + "stdout_metrics": { + "chars": 838, + "bytes_utf8": 838, + "lines": 4, + "estimated_tokens": 236 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 138 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db8225b2c4f4b3c2b1436643bd28fe9c25790942 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=TrafficType.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "TrafficType", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a7788b5c7b90e7c9a6bdd72a55ce7835ad44b7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-0acb-7230-9aff-06ffce8bc08f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING SUM(CAST(\\\"TrafficType\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"OperatingSystems\\\" and measure_col=\\\"TrafficType\\\". Cast \\\"TrafficType\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22912,"cached_input_tokens":21888,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb691a0a57444a282bcba8f3f30fe3d98ae1a58b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"OperatingSystems\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING SUM(CAST(\"TrafficType\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required Thresholded Group Ranking template with group_col=\"OperatingSystems\" and measure_col=\"TrafficType\". Cast \"TrafficType\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..56b29eddeea7489a3af57fb4a51a9720f6d06d94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:35.055105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:37.515285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:46.350888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..02ffb2031c990be0f1bb62696accf7d377e06229 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=TrafficType. +Result preview: [{"OperatingSystems": "2", "total_measure": 24419.0}, {"OperatingSystems": "3", "total_measure": 13310.0}, {"OperatingSystems": "1", "total_measure": 9411.0}, {"OperatingSystems": "4", "total_measure": 1775.0}, {"OperatingSystems": "8", "total_measure": 1149.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..881e32db1391c284161344423ed634deea59a247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_396164543d2b578d +-- problem_id: v2p_m6_158151450b9d6031 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "OperatingSystems" +HAVING SUM(CAST("TrafficType" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8d1da8ebf7059c04f90db765c1db81cca8e8d795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"OperatingSystems\", SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nHAVING SUM(CAST(\"TrafficType\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nHAVING SUM(CAST(\\\"TrafficType\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 24419.0}, {\"OperatingSystems\": \"3\", \"total_measure\": 13310.0}, {\"OperatingSystems\": \"1\", \"total_measure\": 9411.0}, {\"OperatingSystems\": \"4\", \"total_measure\": 1775.0}, {\"OperatingSystems\": \"8\", \"total_measure\": 1149.0}, {\"OperatingSystems\": \"6\", \"total_measure\": 64.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 36.0}, {\"OperatingSystems\": \"7\", \"total_measure\": 14.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ccb3276eca58a875af81b28306ca84fd913134e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:34:34.834742+00:00", + "ended_at": "2026-05-04T07:34:47.329604+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_396164543d2b578d", + "problem_id": "v2p_m6_158151450b9d6031", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=TrafficType.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "TrafficType", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_396164543d2b578d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_396164543d2b578d", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12457.61, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_396164543d2b578d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5a4198e9f7b324b37643dc64d031ff23e3bdf3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:47.313795+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12457.61, "started_at": "2026-05-04T07:34:34.838245+00:00", "ended_at": "2026-05-04T07:34:47.296051+00:00", "prompt_metrics": {"chars": 10588, "bytes_utf8": 10588, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22912, "cached_input_tokens": 21888, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:34:35.055105Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:37.515285Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col=\\\"OperatingSystems\\\" and measure_col=\\\"TrafficType\\\". Cast \\\"TrafficType\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea2242c2638b0de8271c736dfa34658e5fa11858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_396164543d2b578d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_396164543d2b578d", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 21888, + "output_tokens": 138, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12457.61, + "sql_execution_elapsed_ms_total": 8.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_396164543d2b578d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72034dd4f907439a40dd3dd9563150c5acda88b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10313, "bytes_utf8": 10313, "lines": 310, "estimated_tokens": 2752}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22843, "cached_input_tokens": 2432, "output_tokens": 89}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58a3bccee5bbaa13d4275bcdabf89b21c390451f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_39cd75aed4402e4c", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 2432, + "output_tokens": 89, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11750.54, + "sql_execution_elapsed_ms_total": 7.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_39cd75aed4402e4c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..26e82331ae36083f5051eeefad47701777c05952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:19.648071+00:00", + "ended_at": "2026-05-04T07:07:31.398715+00:00", + "elapsed_ms": 11750.54, + "prompt_metrics": { + "chars": 10313, + "bytes_utf8": 10313, + "lines": 310, + "estimated_tokens": 2752 + }, + "stdout_metrics": { + "chars": 625, + "bytes_utf8": 625, + "lines": 4, + "estimated_tokens": 172 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 311, + "bytes_utf8": 311, + "lines": 1, + "estimated_tokens": 74 + }, + "usage": { + "input_tokens": 22843, + "cached_input_tokens": 2432, + "output_tokens": 89 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ba0bd8ccb3e5e4822dcf814a58a8d88a376930d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "VisitorType", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dcebb686510461f3603d4f9a65100059937997a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-1788-7700-bcb3-bf13b0652cec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"VisitorType\\\" and only the provided single table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":2432,"output_tokens":89}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc60298012a7b4192b5d4e4cafad32af74cc9184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"VisitorType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"VisitorType\" and only the provided single table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9aaef12b3f3f35aabd07175e898ce4c63020c8c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:19.936026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:22.462232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:30.561623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1242abc7f42d6e181032e2008938c92e4808c39f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType. +Result preview: [{"VisitorType": "Returning_Visitor", "row_count": 10551}, {"VisitorType": "New_Visitor", "row_count": 1694}, {"VisitorType": "Other", "row_count": 85}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8fc9771d00740e633d8c253c49c1a5f08784b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_39cd75aed4402e4c +-- problem_id: v2p_m6_3f1667834933181d +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "VisitorType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cec67b3c20412feeeebc0f94ca3f02c3d22dbdf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"VisitorType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"VisitorType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"VisitorType\", \"row_count\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"row_count\": 10551}, {\"VisitorType\": \"New_Visitor\", \"row_count\": 1694}, {\"VisitorType\": \"Other\", \"row_count\": 85}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..768ed6214cdea5642bf200d983217b541f69e09c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:07:19.644491+00:00", + "ended_at": "2026-05-04T07:07:31.438630+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_39cd75aed4402e4c", + "problem_id": "v2p_m6_3f1667834933181d", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_39cd75aed4402e4c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_39cd75aed4402e4c", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 2432, + "output_tokens": 89, + "total_tokens": 22932, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 74, + "estimated_total_tokens": 2826, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11750.54, + "sql_execution_elapsed_ms_total": 7.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_39cd75aed4402e4c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4e8beb660424d20c259471ccbdb4709bc871d64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_39cd75aed4402e4c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:31.416494+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11750.54, "started_at": "2026-05-04T07:07:19.648071+00:00", "ended_at": "2026-05-04T07:07:31.398715+00:00", "prompt_metrics": {"chars": 10313, "bytes_utf8": 10313, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 311, "bytes_utf8": 311, "lines": 1, "estimated_tokens": 74}, "usage": {"input_tokens": 22843, "cached_input_tokens": 2432, "output_tokens": 89}, "stderr_preview": "2026-05-04T07:07:19.936026Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:22.462232Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a249ea771e9e6bca454868e5e336cdea6bf4b03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-f382-76b1-aa5f-57387f32f3fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Adapted tpl_conditional_group_quantiles for SQLite by emulating the 90th percentile with ROW_NUMBER over rows filtered to \\\"SpecialDay\\\" = '0', using CAST to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":368}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..631c56a3f3bfeb7bd5977c2a8592f66dccdd578a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n),\n\"ranked\" AS (\n SELECT\n \"Informational\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Informational\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"Adapted tpl_conditional_group_quantiles for SQLite by emulating the 90th percentile with ROW_NUMBER over rows filtered to \"SpecialDay\" = '0', using CAST to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e98eab9845b050fde27f658224f947feb5d1c1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:05.183766Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:07.605413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:24.393139Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..09fe41f64fd67a493781cdee7d4e250476767fa0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration, condition_col=SpecialDay. +Result preview: [{"Informational": "24", "conditional_percentile": 2050.433333}, {"Informational": "13", "conditional_percentile": 1949.166667}, {"Informational": "16", "conditional_percentile": 1210.397619}, {"Informational": "14", "conditional_percentile": 1165.166667}, {"Informational": "9", "conditional_percentile": 1146.666667}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34939b79c57796a837e51596dc2e343c3e579d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_3d5bed48236f1248 +-- problem_id: v2p_m6_bf4cc5eda5568323 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational", + CAST("Informational_Duration" AS REAL) AS "measure_value" + FROM "m6" + WHERE "SpecialDay" = '0' +), +"ranked" AS ( + SELECT + "Informational", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Informational", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01e4a4a0c7e54801cf569d91a4fd66132cc269cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Informational\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n),\n\"ranked\" AS (\n SELECT\n \"Informational\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Informational\",\n \"measure_value\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Informational\", \"conditional_percentile\"], \"rows\": [{\"Informational\": \"24\", \"conditional_percentile\": 2050.433333}, {\"Informational\": \"13\", \"conditional_percentile\": 1949.166667}, {\"Informational\": \"16\", \"conditional_percentile\": 1210.397619}, {\"Informational\": \"14\", \"conditional_percentile\": 1165.166667}, {\"Informational\": \"9\", \"conditional_percentile\": 1146.666667}, {\"Informational\": \"6\", \"conditional_percentile\": 1022.25}, {\"Informational\": \"10\", \"conditional_percentile\": 961.45}, {\"Informational\": \"5\", \"conditional_percentile\": 923.9}, {\"Informational\": \"12\", \"conditional_percentile\": 886.25}, {\"Informational\": \"7\", \"conditional_percentile\": 790.0066667}, {\"Informational\": \"8\", \"conditional_percentile\": 696.8333333}, {\"Informational\": \"4\", \"conditional_percentile\": 559.0833333}, {\"Informational\": \"3\", \"conditional_percentile\": 424.5}, {\"Informational\": \"2\", \"conditional_percentile\": 360.0}, {\"Informational\": \"1\", \"conditional_percentile\": 148.0}, {\"Informational\": \"0\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d3743d16d2560ce439827e689832aa551f9f2be0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:06:04.916722+00:00", + "ended_at": "2026-05-04T07:06:25.284323+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3d5bed48236f1248", + "problem_id": "v2p_m6_bf4cc5eda5568323", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=Informational_Duration, condition_col=SpecialDay.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational_Duration", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=45" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3d5bed48236f1248.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3d5bed48236f1248", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 368, + "total_tokens": 23357, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3159, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20299.89, + "sql_execution_elapsed_ms_total": 38.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3d5bed48236f1248\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..238b2280cfd896e10d6196e5025987aa664da8aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3d5bed48236f1248/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:25.238733+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20299.89, "started_at": "2026-05-04T07:06:04.920363+00:00", "ended_at": "2026-05-04T07:06:25.220667+00:00", "prompt_metrics": {"chars": 10938, "bytes_utf8": 10938, "lines": 317, "estimated_tokens": 2898}, "response_metrics": {"chars": 949, "bytes_utf8": 949, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 368}, "stderr_preview": "2026-05-04T07:06:05.183766Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:07.605413Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "TrafficType", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..725d6100befb0a710718967943e980c27ae73a3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-9747-7631-b080-9a8098ddb2ad"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"TrafficType\\\" and condition_col=\\\"Weekend\\\". Compared against the bound condition_value 'TRUE'. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22929,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1623797a02c4afef4e234836f40ee622c4a2e385 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"TrafficType\" and condition_col=\"Weekend\". Compared against the bound condition_value 'TRUE'. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..603c398c77403d53c96c8c6434f15da105b7cee4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:46.161349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:48.694729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:57.700880Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fcca8c87ac1d2e94eb2463506bcd26fdc7f9a32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=Weekend. +Result preview: [{"TrafficType": "17", "condition_rate": 1.0}, {"TrafficType": "9", "condition_rate": 0.9285714285714286}, {"TrafficType": "14", "condition_rate": 0.5384615384615384}, {"TrafficType": "15", "condition_rate": 0.4473684210526316}, {"TrafficType": "18", "condition_rate": 0.4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccccb15a60c14a49586c26f0ae0662690ada5c6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_3dc2d117a1ea22de +-- problem_id: v2p_m6_79f39dae272d7047 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "TrafficType" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a9b04ef0b7d7617cfbbcdad7c2c693ebfd6e3ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"TrafficType\", \"condition_rate\"], \"rows\": [{\"TrafficType\": \"17\", \"condition_rate\": 1.0}, {\"TrafficType\": \"9\", \"condition_rate\": 0.9285714285714286}, {\"TrafficType\": \"14\", \"condition_rate\": 0.5384615384615384}, {\"TrafficType\": \"15\", \"condition_rate\": 0.4473684210526316}, {\"TrafficType\": \"18\", \"condition_rate\": 0.4}, {\"TrafficType\": \"11\", \"condition_rate\": 0.39271255060728744}, {\"TrafficType\": \"8\", \"condition_rate\": 0.3119533527696793}, {\"TrafficType\": \"7\", \"condition_rate\": 0.3}, {\"TrafficType\": \"19\", \"condition_rate\": 0.29411764705882354}, {\"TrafficType\": \"4\", \"condition_rate\": 0.27502338634237605}, {\"TrafficType\": \"2\", \"condition_rate\": 0.2555583950932788}, {\"TrafficType\": \"5\", \"condition_rate\": 0.23846153846153847}, {\"TrafficType\": \"10\", \"condition_rate\": 0.23555555555555555}, {\"TrafficType\": \"6\", \"condition_rate\": 0.22522522522522523}, {\"TrafficType\": \"1\", \"condition_rate\": 0.21215830273357814}, {\"TrafficType\": \"3\", \"condition_rate\": 0.17543859649122806}, {\"TrafficType\": \"20\", \"condition_rate\": 0.14646464646464646}, {\"TrafficType\": \"13\", \"condition_rate\": 0.14634146341463414}, {\"TrafficType\": \"16\", \"condition_rate\": 0.0}, {\"TrafficType\": \"12\", \"condition_rate\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c3984987038657c9f4672827bc7936472c21aee4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:45.915728+00:00", + "ended_at": "2026-05-04T06:54:58.543786+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3dc2d117a1ea22de", + "problem_id": "v2p_m6_79f39dae272d7047", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=TrafficType, condition_col=Weekend.", + "bindings": { + "group_col": "TrafficType", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3dc2d117a1ea22de.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3dc2d117a1ea22de", + "api_calls": 0, + "input_tokens": 22929, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 23082, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2838, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2950, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12586.44, + "sql_execution_elapsed_ms_total": 9.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3dc2d117a1ea22de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e10b8da8bd5ce2e8f3e9ebe63591a104d5b59f4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3dc2d117a1ea22de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:58.518744+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12586.44, "started_at": "2026-05-04T06:54:45.915728+00:00", "ended_at": "2026-05-04T06:54:58.507804+00:00", "prompt_metrics": {"chars": 10659, "bytes_utf8": 10659, "lines": 315, "estimated_tokens": 2838}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22929, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T06:54:46.161349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:48.694729Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "item_col": "ProductRelated_Duration", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edc2d38f88c1abfc47a35971f69d449d1a9962ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-3c0d-7843-bc4b-daf70aa5ed6e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"VisitorType\\\", item_col=\\\"ProductRelated_Duration\\\", and measure_col=\\\"Informational\\\". Cast \\\"Informational\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":2432,"output_tokens":216}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8043dbc2b370e9dd61f448e0b6ab19d33138e256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"VisitorType\", item_col=\"ProductRelated_Duration\", and measure_col=\"Informational\". Cast \"Informational\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9fc16b58892f1e8fff337d02798fe0b8679814f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:44.973045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:47.408083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:02.135694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6293e3d54ec0bf001e0650b203544cfe95c9b510 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Informational. +Result preview: [{"VisitorType": "Other", "ProductRelated_Duration": "43", "total_measure": 4.0, "share_within_group": 26.666666666666668}, {"VisitorType": "Other", "ProductRelated_Duration": "9630.209524", "total_measure": 4.0, "share_within_group": 26.666666666666668}, {"VisitorType": "Other", "ProductRelated_Duration": "109", "total_measure": 2.0, "share_within_group": 13.333333333333334}, {"VisitorType": "Other", "ProductRelated_Duration": "1543.5", "total_measure": 2.0, "share_within_group": 13.333333333333334}, {"VisitorType": "Other", "ProductRelated_Duration": "1666.75", "total_measure": 1.0, "share_within_group": 6.666666666666667}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..52b023b9923a993f839dddc815c88e70f97d69f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_3fe756452bbfbbbc +-- problem_id: v2p_m6_e41b4de69e646f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "ProductRelated_Duration", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a01f73d4ff11132945685073c9549382b9a71703 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"VisitorType\", \"ProductRelated_Duration\",\n SUM(CAST(\"Informational\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational\" AS REAL))) OVER (PARTITION BY \"VisitorType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"VisitorType\", \"ProductRelated_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\",\\n SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational\\\" AS REAL))) OVER (PARTITION BY \\\"VisitorType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\", \\\"ProductRelated_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"VisitorType\", \"ProductRelated_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"43\", \"total_measure\": 4.0, \"share_within_group\": 26.666666666666668}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"9630.209524\", \"total_measure\": 4.0, \"share_within_group\": 26.666666666666668}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"109\", \"total_measure\": 2.0, \"share_within_group\": 13.333333333333334}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"1543.5\", \"total_measure\": 2.0, \"share_within_group\": 13.333333333333334}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"1666.75\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"539.5\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"Other\", \"ProductRelated_Duration\": \"67.66666667\", \"total_measure\": 1.0, \"share_within_group\": 6.666666666666667}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"665.5666667\", \"total_measure\": 10.0, \"share_within_group\": 1.7699115044247788}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1886.5\", \"total_measure\": 9.0, \"share_within_group\": 1.592920353982301}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"12983.78771\", \"total_measure\": 7.0, \"share_within_group\": 1.238938053097345}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1446.733333\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"160.5\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2989.494048\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"481.31\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"838.15\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"944.8\", \"total_measure\": 6.0, \"share_within_group\": 1.0619469026548674}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1176.5\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"128.5\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"239.7\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"513.4666667\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"577.6\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"851.6666667\", \"total_measure\": 5.0, \"share_within_group\": 0.8849557522123894}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1055.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1243.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1357.833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"138.4166667\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1679.833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"213.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2816.43881\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"2839.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"328\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"333.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"376\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"385.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"4114.083333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"427.0833333\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"46\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"5579.315873\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"595.0095238\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"67\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"678.5\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"70.75\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"74.6\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"806.65\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"910.0809524\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"924\", \"total_measure\": 4.0, \"share_within_group\": 0.7079646017699115}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"10\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"1005.806061\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"101\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}, {\"VisitorType\": \"New_Visitor\", \"ProductRelated_Duration\": \"124.9583333\", \"total_measure\": 3.0, \"share_within_group\": 0.5309734513274337}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 68.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b30f55a5e79a20fb33fc906b7bfa8a7fb0ba924d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:58:44.751525+00:00", + "ended_at": "2026-05-04T06:59:02.892330+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_3fe756452bbfbbbc", + "problem_id": "v2p_m6_e41b4de69e646f60", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Informational", + "item_col": "ProductRelated_Duration", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_3fe756452bbfbbbc.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_3fe756452bbfbbbc", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 2432, + "output_tokens": 216, + "total_tokens": 23206, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 164, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18041.47, + "sql_execution_elapsed_ms_total": 68.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_3fe756452bbfbbbc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ddf4fb5d8d52a4f5452d5970b274c297de8ec45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_3fe756452bbfbbbc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:02.815525+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18041.47, "started_at": "2026-05-04T06:58:44.755516+00:00", "ended_at": "2026-05-04T06:59:02.797155+00:00", "prompt_metrics": {"chars": 10835, "bytes_utf8": 10835, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 662, "bytes_utf8": 662, "lines": 1, "estimated_tokens": 164}, "usage": {"input_tokens": 22990, "cached_input_tokens": 2432, "output_tokens": 216}, "stderr_preview": "2026-05-04T06:58:44.973045Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:47.408083Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f916d4952b5a94af6982e86871368931c0a12c39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Region\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"browser_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"browser_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"Region\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f50a0ad38a64109903d20ddaec489c221ad5fd33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-c7a7-7222-8706-c6c47515828c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Region\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY \\\"browser_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n MIN(\\\"browser_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CEIL(0.9 * \\\"cnt\\\")\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \\\"Region\\\" by selecting the smallest CAST(\\\"Browser\\\" AS REAL) value at or above rank CEIL(0.9 * group_size) among rows where \\\"Revenue\\\" = 'FALSE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22977,"cached_input_tokens":3456,"output_tokens":362}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4ecdc6759eda868655d6c11caadcb9f0570ccd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Region\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"browser_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"browser_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"Region\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \"Region\" by selecting the smallest CAST(\"Browser\" AS REAL) value at or above rank CEIL(0.9 * group_size) among rows where \"Revenue\" = 'FALSE'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da960bbad5aae0128cb2432f3e09de50723ce67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-0422-7b00-a512-fb4c40434c34"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Region\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY \\\"browser_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n MIN(\\\"browser_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 quantile rank threshold: ceil(0.9 * cnt) = floor((9 * cnt + 9) / 10). Casted Browser to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23228,"cached_input_tokens":21888,"output_tokens":319}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b80b6d6d05b967c51fa21b11a8c410f0e45b660f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Region\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"browser_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"browser_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\nGROUP BY \"Region\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 quantile rank threshold: ceil(0.9 * cnt) = floor((9 * cnt + 9) / 10). Casted Browser to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..538e184398bd565d98b5e086ad5c3d8755c88ec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:37.317325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:39.900959Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:51.636083Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9ab0d05feb618e598a0e5cdb0790d8910a91de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:52.855771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:55.362465Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:06.549713Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f8f45d0632acb018f52283f6359857ef7cd5363 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser, condition_col=Revenue. +Result preview: [{"Region": "9", "conditional_percentile": 13.0}, {"Region": "7", "conditional_percentile": 5.0}, {"Region": "2", "conditional_percentile": 5.0}, {"Region": "6", "conditional_percentile": 4.0}, {"Region": "5", "conditional_percentile": 4.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..80374a130f7c84719514abbce3c922e048860f54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_42e96156a8d4daf2 +-- problem_id: v2p_m6_86f778a14a3db8e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Region", + CAST("Browser" AS REAL) AS "browser_value" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Region" IS NOT NULL + AND "Browser" IS NOT NULL +), +"ranked" AS ( + SELECT + "Region", + "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY "browser_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Region", + MIN("browser_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.9 * "cnt") +GROUP BY "Region" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ff41362d9c278b386b25be264e17e51c79a9f62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Region\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"browser_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"browser_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((9 * \"cnt\" + 9) / 10 AS INTEGER)\nGROUP BY \"Region\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"Browser\\\" AS REAL) AS \\\"browser_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Region\\\" IS NOT NULL\\n AND \\\"Browser\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"browser_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY \\\"browser_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Region\\\",\\n MIN(\\\"browser_value\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Region\", \"conditional_percentile\"], \"rows\": [{\"Region\": \"9\", \"conditional_percentile\": 13.0}, {\"Region\": \"7\", \"conditional_percentile\": 5.0}, {\"Region\": \"2\", \"conditional_percentile\": 5.0}, {\"Region\": \"6\", \"conditional_percentile\": 4.0}, {\"Region\": \"5\", \"conditional_percentile\": 4.0}, {\"Region\": \"4\", \"conditional_percentile\": 4.0}, {\"Region\": \"3\", \"conditional_percentile\": 4.0}, {\"Region\": \"1\", \"conditional_percentile\": 4.0}, {\"Region\": \"8\", \"conditional_percentile\": 2.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f3a6da3f6082f406f3ae0805f9dc6e23daf71f15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:02:37.082358+00:00", + "ended_at": "2026-05-04T07:03:07.229859+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_42e96156a8d4daf2", + "problem_id": "v2p_m6_86f778a14a3db8e2", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Browser, condition_col=Revenue.", + "bindings": { + "group_col": "Region", + "measure_col": "Browser", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_42e96156a8d4daf2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_42e96156a8d4daf2", + "api_calls": 0, + "input_tokens": 46205, + "cached_input_tokens": 25344, + "output_tokens": 681, + "total_tokens": 46886, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6023, + "estimated_output_tokens": 570, + "estimated_total_tokens": 6593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30059.67, + "sql_execution_elapsed_ms_total": 36.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_42e96156a8d4daf2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec97b5c3b6ed03eca54ea575fdef8c573743e3b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:02:52.513671+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15410.17, "started_at": "2026-05-04T07:02:37.086777+00:00", "ended_at": "2026-05-04T07:02:52.496928+00:00", "prompt_metrics": {"chars": 10897, "bytes_utf8": 10897, "lines": 317, "estimated_tokens": 2886}, "response_metrics": {"chars": 984, "bytes_utf8": 984, "lines": 1, "estimated_tokens": 284}, "usage": {"input_tokens": 22977, "cached_input_tokens": 3456, "output_tokens": 362}, "stderr_preview": "2026-05-04T07:02:37.317325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:39.900959Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CEIL(0.9 * \\\"cnt\\\")\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per \\\"Region\\\" by selecting the smallest CAST(\\\"Browser\\\" AS REAL) value at or above rank CEIL(0.9 * group_size) among rows where \\\"Revenue\\\" = 'FALSE'.\"}"} +{"timestamp": "2026-05-04T07:02:52.513671+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Region\",\n CAST(\"Browser\" AS REAL) AS \"browser_value\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Region\" IS NOT NULL\n AND \"Browser\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Region\",\n \"browser_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY \"browser_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Region\",\n MIN(\"browser_value\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CEIL(0.9 * \"cnt\")\nGROUP BY \"Region\"\nORDER BY \"conditional_percentile\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T07:03:07.185804+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14649.5, "started_at": "2026-05-04T07:02:52.518794+00:00", "ended_at": "2026-05-04T07:03:07.168277+00:00", "prompt_metrics": {"chars": 11776, "bytes_utf8": 11776, "lines": 321, "estimated_tokens": 3137}, "response_metrics": {"chars": 996, "bytes_utf8": 996, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 23228, "cached_input_tokens": 21888, "output_tokens": 319}, "stderr_preview": "2026-05-04T07:02:52.855771Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:55.362465Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER)\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 quantile rank threshold: ceil(0.9 * cnt) = floor((9 * cnt + 9) / 10). Casted Browser to REAL because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2b1221435818bab4ac83b6fc89077b45ec5090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_42e96156a8d4daf2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_42e96156a8d4daf2", + "api_calls": 0, + "input_tokens": 46205, + "cached_input_tokens": 25344, + "output_tokens": 681, + "total_tokens": 46886, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6023, + "estimated_output_tokens": 570, + "estimated_total_tokens": 6593, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30059.67, + "sql_execution_elapsed_ms_total": 36.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_42e96156a8d4daf2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..187ede5f742dc73dc6553d341edf62042f12fbeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10910, "bytes_utf8": 10910, "lines": 317, "estimated_tokens": 2890}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 992, "bytes_utf8": 992, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22981, "cached_input_tokens": 19840, "output_tokens": 399}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e03d0e4d77eceea14dbd58fbba94f5ea293ccf9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_452d2ea24e553ef5", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 19840, + "output_tokens": 399, + "total_tokens": 23380, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2890, + "estimated_output_tokens": 286, + "estimated_total_tokens": 3176, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16183.23, + "sql_execution_elapsed_ms_total": 26.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_452d2ea24e553ef5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e837bd7ed3861a2e5087248f1db60b8ced6ab255 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:00:53.037293+00:00", + "ended_at": "2026-05-04T07:01:09.219929+00:00", + "elapsed_ms": 16183.23, + "prompt_metrics": { + "chars": 10910, + "bytes_utf8": 10910, + "lines": 317, + "estimated_tokens": 2890 + }, + "stdout_metrics": { + "chars": 1419, + "bytes_utf8": 1419, + "lines": 4, + "estimated_tokens": 452 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13172 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 992, + "bytes_utf8": 992, + "lines": 1, + "estimated_tokens": 286 + }, + "usage": { + "input_tokens": 22981, + "cached_input_tokens": 19840, + "output_tokens": 399 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6297184d19137b6e8a2ae3e41ba17cd3e6af344 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..51e0fab4f2b401b27374915d144da39275c231c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-3141-7242-90c3-65abc1a1cbb8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"PageValues\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"PageValues\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"PageValues\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n MAX(\\\"PageValues\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile per Month after filtering rows where OperatingSystems = '2'. \\\"PageValues\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22981,"cached_input_tokens":19840,"output_tokens":399}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2eae9ce60c6aa57b1b560bd3cef33dda588d2992 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"PageValues\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INT) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1 ELSE 0 END\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile per Month after filtering rows where OperatingSystems = '2'. \"PageValues\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6d61ce38e4cbc20d46b94094f295756fd4759c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:53.416111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:55.862281Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:08.369147Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..682b31d6c9a4e8b66bad69063e57b779d01245bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems. +Result preview: [{"Month": "Nov", "conditional_percentile": 361.7637419}, {"Month": "Dec", "conditional_percentile": 287.9537928}, {"Month": "Mar", "conditional_percentile": 261.4912857}, {"Month": "Sep", "conditional_percentile": 258.5498732}, {"Month": "May", "conditional_percentile": 254.6071579}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fb8feecfbe61d218ebf47d799dfb954bee3552b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_452d2ea24e553ef5 +-- problem_id: v2p_m6_2683d5a76d9bdfb2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("PageValues" AS REAL) AS "PageValues" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "PageValues" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "PageValues", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "PageValues") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +) +SELECT + "Month", + MAX("PageValues") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INT) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 ELSE 0 END +GROUP BY "Month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3058c2674cb1e8ac9a98c6bd44891ab7189a5652 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n AND \"PageValues\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST(0.95 * \"cnt\" AS INT) + CASE WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1 ELSE 0 END\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"PageValues\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n AND \\\"PageValues\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"PageValues\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"PageValues\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n MAX(\\\"PageValues\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Month\", \"conditional_percentile\"], \"rows\": [{\"Month\": \"Nov\", \"conditional_percentile\": 361.7637419}, {\"Month\": \"Dec\", \"conditional_percentile\": 287.9537928}, {\"Month\": \"Mar\", \"conditional_percentile\": 261.4912857}, {\"Month\": \"Sep\", \"conditional_percentile\": 258.5498732}, {\"Month\": \"May\", \"conditional_percentile\": 254.6071579}, {\"Month\": \"Aug\", \"conditional_percentile\": 153.5776975}, {\"Month\": \"Oct\", \"conditional_percentile\": 138.3208342}, {\"Month\": \"Jul\", \"conditional_percentile\": 79.44353446}, {\"Month\": \"June\", \"conditional_percentile\": 44.35972562}, {\"Month\": \"Feb\", \"conditional_percentile\": 22.9160357}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 26.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30de4990e1a39e12f0b30e8b80dd5ef11ec7a844 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:00:53.033347+00:00", + "ended_at": "2026-05-04T07:01:09.291117+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_452d2ea24e553ef5", + "problem_id": "v2p_m6_2683d5a76d9bdfb2", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_452d2ea24e553ef5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_452d2ea24e553ef5", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 19840, + "output_tokens": 399, + "total_tokens": 23380, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2890, + "estimated_output_tokens": 286, + "estimated_total_tokens": 3176, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16183.23, + "sql_execution_elapsed_ms_total": 26.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_452d2ea24e553ef5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae645bd00b53604bc3df12f6b744147c69d5036c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:01:09.242859+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16183.23, "started_at": "2026-05-04T07:00:53.037293+00:00", "ended_at": "2026-05-04T07:01:09.219929+00:00", "prompt_metrics": {"chars": 10910, "bytes_utf8": 10910, "lines": 317, "estimated_tokens": 2890}, "response_metrics": {"chars": 992, "bytes_utf8": 992, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22981, "cached_input_tokens": 19840, "output_tokens": 399}, "stderr_preview": "2026-05-04T07:00:53.416111Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:55.862281Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST(0.95 * \\\"cnt\\\" AS INT) + CASE WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1 ELSE 0 END\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile per Month after filtering rows where OperatingSystems = '2'. \\\"PageValues\\\" is cast from TEXT to REAL for numeric ordering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53c3907b094a6486ae99f3897d788e3028b9f341 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_452d2ea24e553ef5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_452d2ea24e553ef5", + "api_calls": 0, + "input_tokens": 22981, + "cached_input_tokens": 19840, + "output_tokens": 399, + "total_tokens": 23380, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2890, + "estimated_output_tokens": 286, + "estimated_total_tokens": 3176, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16183.23, + "sql_execution_elapsed_ms_total": 26.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_452d2ea24e553ef5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a694b756562557467abf03ab0390c60b4f76154 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10687, "bytes_utf8": 10687, "lines": 316, "estimated_tokens": 2861}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89eca3fb4f994f4dd244a6339febc6f2ce14f752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_45571621f333b4c8", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11873.78, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_45571621f333b4c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c96da4d1a0397db6cc9a537d52aae5af17dfd827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:14:36.342587+00:00", + "ended_at": "2026-05-04T07:14:48.216144+00:00", + "elapsed_ms": 11873.78, + "prompt_metrics": { + "chars": 10687, + "bytes_utf8": 10687, + "lines": 316, + "estimated_tokens": 2861 + }, + "stdout_metrics": { + "chars": 745, + "bytes_utf8": 745, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 124 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a65131e84f0f14af76a8f6912015534fbee1c948 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "SpecialDay", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..208008cbe0344263d0957fd62e8868914007dd48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-c144-7da3-8317-1dad9f132c55"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings. CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22950,"cached_input_tokens":21888,"output_tokens":124}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfcae136dd12272491a141a2cf7c29dd6dcd32c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings. CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d44ab0dfa61779524aa3cc8b6939e41287ba20ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:36.594827Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:38.896207Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:47.431386Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..37937fc21dddba246bf1672a2a071ae0c03c78ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=SpecialDay. +Result preview: [{"SpecialDay": "0.8", "total_measure": 118.4}, {"SpecialDay": "0.6", "total_measure": 96.6}, {"SpecialDay": "1", "total_measure": 60.0}, {"SpecialDay": "0.4", "total_measure": 42.0}, {"SpecialDay": "0.2", "total_measure": 11.8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..87f783cc32a0d63f53b2826a46cc158c64e1d915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_45571621f333b4c8 +-- problem_id: v2p_m6_daac9cfee29cabf6 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..151e426bfd53b2195da5526ce3bf25f73e913a99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"total_measure\": 118.4}, {\"SpecialDay\": \"0.6\", \"total_measure\": 96.6}, {\"SpecialDay\": \"1\", \"total_measure\": 60.0}, {\"SpecialDay\": \"0.4\", \"total_measure\": 42.0}, {\"SpecialDay\": \"0.2\", \"total_measure\": 11.8}, {\"SpecialDay\": \"0\", \"total_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9c6f5e52af6cff8028ac4814422c65d4680f9ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:14:36.339050+00:00", + "ended_at": "2026-05-04T07:14:48.250443+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_45571621f333b4c8", + "problem_id": "v2p_m6_daac9cfee29cabf6", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "SpecialDay", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_45571621f333b4c8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_45571621f333b4c8", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11873.78, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_45571621f333b4c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc7a7d44fa3b42aafed7e5a893f22bbf6de8d0d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:48.234204+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11873.78, "started_at": "2026-05-04T07:14:36.342587+00:00", "ended_at": "2026-05-04T07:14:48.216144+00:00", "prompt_metrics": {"chars": 10687, "bytes_utf8": 10687, "lines": 316, "estimated_tokens": 2861}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 124}, "stderr_preview": "2026-05-04T07:14:36.594827Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:38.896207Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings. CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8c5eeb2e6596ed430288f886db884cbbf05d8c4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_45571621f333b4c8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_45571621f333b4c8", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 124, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11873.78, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_45571621f333b4c8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86be177e2a234859de02451062519a6b6f7f84ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 231}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..54ce465a2568c0962be51605030f79ed3e31ac55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_464a1cd36f37fda4", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23219, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13143.19, + "sql_execution_elapsed_ms_total": 25.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_464a1cd36f37fda4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..72dd8d394c99fcf43780f2aca231ecc7b639adb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:05.089974+00:00", + "ended_at": "2026-05-04T06:56:18.229561+00:00", + "elapsed_ms": 13143.19, + "prompt_metrics": { + "chars": 10826, + "bytes_utf8": 10826, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 1008, + "bytes_utf8": 1008, + "lines": 4, + "estimated_tokens": 287 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 658, + "bytes_utf8": 658, + "lines": 1, + "estimated_tokens": 163 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8549f8ad95009f993876b3529989ab93fa23479b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "item_col": "PageValues", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d46cddcda77149910c2eed35eb89d70cd9130d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-cc6d-7360-ae68-5994f707c8ba"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned Within-Group Share of Total template with group_col=\\\"SpecialDay\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":231}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91b1994ed548beb43cc3310774857456948b9737 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"PageValues\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Used the planned Within-Group Share of Total template with group_col=\"SpecialDay\", item_col=\"PageValues\", and measure_col=\"OperatingSystems\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d56db513d322472262bae04947900e5d853b88bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:05.288614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:07.795663Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:17.453739Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..16d6d1d02e605cb6b427b758901100004b228e4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems. +Result preview: [{"SpecialDay": "0.8", "PageValues": "0", "total_measure": 653.0, "share_within_group": 89.08594815825376}, {"SpecialDay": "0.4", "PageValues": "0", "total_measure": 438.0, "share_within_group": 85.546875}, {"SpecialDay": "0.6", "PageValues": "0", "total_measure": 633.0, "share_within_group": 85.19515477792733}, {"SpecialDay": "1", "PageValues": "0", "total_measure": 276.0, "share_within_group": 84.66257668711657}, {"SpecialDay": "0.2", "PageValues": "0", "total_measure": 302.0, "share_within_group": 81.62162162162163}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aaa928535526800df7deaa227e50166056df9ed7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_464a1cd36f37fda4 +-- problem_id: v2p_m6_454eba373c191cca +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "PageValues", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70f6a38bb19830fe7ab2fcd6add6d938166acd16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"PageValues\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"SpecialDay\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"PageValues\": \"0\", \"total_measure\": 653.0, \"share_within_group\": 89.08594815825376}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"0\", \"total_measure\": 438.0, \"share_within_group\": 85.546875}, {\"SpecialDay\": \"0.6\", \"PageValues\": \"0\", \"total_measure\": 633.0, \"share_within_group\": 85.19515477792733}, {\"SpecialDay\": \"1\", \"PageValues\": \"0\", \"total_measure\": 276.0, \"share_within_group\": 84.66257668711657}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"0\", \"total_measure\": 302.0, \"share_within_group\": 81.62162162162163}, {\"SpecialDay\": \"0\", \"PageValues\": \"0\", \"total_measure\": 18131.0, \"share_within_group\": 77.13677940863646}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.353444628\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"1\", \"PageValues\": \"20.88818182\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"1\", \"PageValues\": \"6.673695652\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"0.8\", \"PageValues\": \"4.947766276\", \"total_measure\": 6.0, \"share_within_group\": 0.8185538881309686}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"10.17002765\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"17.07978235\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"2.323162162\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"21.02481633\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"4.163259563\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"5.38296875\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.6\", \"PageValues\": \"53.988\", \"total_measure\": 6.0, \"share_within_group\": 0.8075370121130552}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"14.98333333\", \"total_measure\": 4.0, \"share_within_group\": 0.78125}, {\"SpecialDay\": \"1\", \"PageValues\": \"0.201663717\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"1.558381388\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"10.3976\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"10.45437681\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"11.87691429\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"12.76243133\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"13.66158824\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"17.541\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.321101087\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.992267778\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"28.29538462\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"3.229518182\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"4.7095\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"5.466387755\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"5.997142857\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"54.98\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"6.976504629\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"8.887111111\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"0.936979167\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"12.484125\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"13.71812571\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"18.99561538\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"22.74458333\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"26.34343478\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"3.323971324\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"54.17976426\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"1.914174972\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"11.19189333\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"14.73709091\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"15.15205714\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"19.44707913\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"2.483389831\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..757b1ec8548330839510bc7f8521d69807a55f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:56:05.085739+00:00", + "ended_at": "2026-05-04T06:56:18.286294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_464a1cd36f37fda4", + "problem_id": "v2p_m6_454eba373c191cca", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "item_col": "PageValues", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_464a1cd36f37fda4.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_464a1cd36f37fda4", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23219, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13143.19, + "sql_execution_elapsed_ms_total": 25.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_464a1cd36f37fda4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63455ba2aac91d53d11b74da0ab5e84e44c0d172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_464a1cd36f37fda4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:18.251102+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13143.19, "started_at": "2026-05-04T06:56:05.089974+00:00", "ended_at": "2026-05-04T06:56:18.229561+00:00", "prompt_metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 658, "bytes_utf8": 658, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 231}, "stderr_preview": "2026-05-04T06:56:05.288614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:07.795663Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d92089d596e2721884aac92ef77ffc62d34fb566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-ed1f-7712-a8b6-6713bed3b84d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank approximation of the 95th percentile per \\\"SpecialDay\\\" group. \\\"Informational_Duration\\\" is cast from TEXT to REAL for numeric ordering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22912,"cached_input_tokens":19840,"output_tokens":471}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c2b52400bbc156e7bb2bda0ada530e5ccbfd29f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n)\nSELECT\n \"SpecialDay\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank approximation of the 95th percentile per \"SpecialDay\" group. \"Informational_Duration\" is cast from TEXT to REAL for numeric ordering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46bbcaed3094eef43f07ecc4e0465ffbf2db7386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:48.691066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:51.221680Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:11.108936Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04e18bbaad9c24b8c4ca667702ae09aa06fc892c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration. +Result preview: [{"SpecialDay": "0", "percentile_measure": 205.0}, {"SpecialDay": "0.4", "percentile_measure": 189.5}, {"SpecialDay": "0.2", "percentile_measure": 120.0}, {"SpecialDay": "0.6", "percentile_measure": 108.0}, {"SpecialDay": "1", "percentile_measure": 85.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38df1b9fa8f9523fcf2412b98c59571deb425b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/generated_sql.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4b920180ef0437db +-- problem_id: v2p_m6_578da19d24829384 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL +) +SELECT + "SpecialDay", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) + THEN "measure_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c1af872b96544ebd48e0bca1ea8b1900035e289 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n)\nSELECT\n \"SpecialDay\",\n MIN(CASE\n WHEN \"rn\" >= CAST((0.95 * \"cnt\") + 0.999999 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"SpecialDay\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n MIN(CASE\\n WHEN \\\"rn\\\" >= CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"SpecialDay\", \"percentile_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"percentile_measure\": 205.0}, {\"SpecialDay\": \"0.4\", \"percentile_measure\": 189.5}, {\"SpecialDay\": \"0.2\", \"percentile_measure\": 120.0}, {\"SpecialDay\": \"0.6\", \"percentile_measure\": 108.0}, {\"SpecialDay\": \"1\", \"percentile_measure\": 85.0}, {\"SpecialDay\": \"0.8\", \"percentile_measure\": 69.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 48.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d405bf3c9eff219770f778264c151ce707804e44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:26:48.448165+00:00", + "ended_at": "2026-05-04T07:27:11.517951+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4b920180ef0437db", + "problem_id": "v2p_m6_578da19d24829384", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4b920180ef0437db.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4b920180ef0437db", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 19840, + "output_tokens": 471, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 260, + "estimated_total_tokens": 3081, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22989.08, + "sql_execution_elapsed_ms_total": 48.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4b920180ef0437db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2a69699a90b7883c15a0052014ad74d1105f1c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:27:11.460073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22989.08, "started_at": "2026-05-04T07:26:48.452442+00:00", "ended_at": "2026-05-04T07:27:11.441225+00:00", "prompt_metrics": {"chars": 10610, "bytes_utf8": 10610, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 952, "bytes_utf8": 952, "lines": 1, "estimated_tokens": 260}, "usage": {"input_tokens": 22912, "cached_input_tokens": 19840, "output_tokens": 471}, "stderr_preview": "2026-05-04T07:26:48.691066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:51.221680Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.95 * \\\"cnt\\\") + 0.999999 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank approximation of the 95th percentile per \\\"SpecialDay\\\" group. \\\"Informational_Duration\\\" is cast from TEXT to REAL for numeric ordering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e058c7634ce94976e9ec70a1237d56549e2874b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4b920180ef0437db/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4b920180ef0437db", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 19840, + "output_tokens": 471, + "total_tokens": 23383, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 260, + "estimated_total_tokens": 3081, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22989.08, + "sql_execution_elapsed_ms_total": 48.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4b920180ef0437db\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..da2fe63bc8235cacf3b1d053c71345fa83e3ed29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Returning_Visitor", "support": 10551, "support_share": 0.8557177615571776, "support_rank": 1}, {"value_label": "New_Visitor", "support": 1694, "support_share": 0.13738848337388485, "support_rank": 2}, {"value_label": "Other", "support": 85, "support_share": 0.006893755068937551, "support_rank": 3}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e5e57b1d7c224c6e0480986434b6df7fbcb720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_4c2830dcf60b7312 +-- problem_id: v2p_m6_ae38e49528f53cbe +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c31a49a6a487ad34674e27c59a4f946c442759f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_4c2830dcf60b7312\n-- problem_id: v2p_m6_ae38e49528f53cbe\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"VisitorType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"VisitorType\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_4c2830dcf60b7312\\n-- problem_id: v2p_m6_ae38e49528f53cbe\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"VisitorType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"VisitorType\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"Returning_Visitor\", \"support\": 10551, \"support_share\": 0.8557177615571776, \"support_rank\": 1}, {\"value_label\": \"New_Visitor\", \"support\": 1694, \"support_share\": 0.13738848337388485, \"support_rank\": 2}, {\"value_label\": \"Other\", \"support\": 85, \"support_share\": 0.006893755068937551, \"support_rank\": 3}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..51082cc7786def67bfe0168dbf8affa36cccfc4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.531531+00:00", + "ended_at": "2026-05-04T07:38:29.541985+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4c2830dcf60b7312", + "problem_id": "v2p_m6_ae38e49528f53cbe", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4c2830dcf60b7312.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4c2830dcf60b7312/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4034ec48d055c1c86b1e5f4f127b67eeb5beab8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 11079, "support_share": 0.8985401459854014, "cumulative_support": 11079}, {"value_label": "0.6", "support": 351, "support_share": 0.02846715328467153, "cumulative_support": 11430}, {"value_label": "0.8", "support": 325, "support_share": 0.026358475263584754, "cumulative_support": 11755}, {"value_label": "0.4", "support": 243, "support_share": 0.01970802919708029, "cumulative_support": 11998}, {"value_label": "0.2", "support": 178, "support_share": 0.014436334144363341, "cumulative_support": 12176}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..888c763fc10bf1c14a34144c82156ca10fa32155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_4caf65683d76240b +-- problem_id: v2p_m6_51a120766efcdd48 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..edda917adc612686784ad9c1504f8da3344a465f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_4caf65683d76240b\n-- problem_id: v2p_m6_51a120766efcdd48\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"SpecialDay\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"SpecialDay\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_4caf65683d76240b\\n-- problem_id: v2p_m6_51a120766efcdd48\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"SpecialDay\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"SpecialDay\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 11079, \"support_share\": 0.8985401459854014, \"cumulative_support\": 11079}, {\"value_label\": \"0.6\", \"support\": 351, \"support_share\": 0.02846715328467153, \"cumulative_support\": 11430}, {\"value_label\": \"0.8\", \"support\": 325, \"support_share\": 0.026358475263584754, \"cumulative_support\": 11755}, {\"value_label\": \"0.4\", \"support\": 243, \"support_share\": 0.01970802919708029, \"cumulative_support\": 11998}, {\"value_label\": \"0.2\", \"support\": 178, \"support_share\": 0.014436334144363341, \"cumulative_support\": 12176}, {\"value_label\": \"1\", \"support\": 154, \"support_share\": 0.012489862124898622, \"cumulative_support\": 12330}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cc99228e1896d4f8b37dfdae722935838ca0551 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.297389+00:00", + "ended_at": "2026-05-04T07:38:29.309476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4caf65683d76240b", + "problem_id": "v2p_m6_51a120766efcdd48", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4caf65683d76240b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4caf65683d76240b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3774ef58c55c3793703225bccc8a800e446dfa56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2856}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22945, "cached_input_tokens": 21888, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72feba2823628ca412bd046f6be5d5d8d8e464c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d79ce898010877b", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 23107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11585.22, + "sql_execution_elapsed_ms_total": 12.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4d79ce898010877b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6168459176c8edc20c5e2cbf8453533493ea451b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:37:40.419018+00:00", + "ended_at": "2026-05-04T07:37:52.004611+00:00", + "elapsed_ms": 11585.22, + "prompt_metrics": { + "chars": 10570, + "bytes_utf8": 10570, + "lines": 312, + "estimated_tokens": 2856 + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 413, + "bytes_utf8": 413, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71072c1246006b3a13a551d169278e5fad2a7156 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca977f236936ff96d9d65e02117a3d5482050f4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-dfc7-7362-969b-b60fee39bfa0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 16;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with group_col bound to \\\"SpecialDay\\\" and group_col_2 bound to \\\"Revenue\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":21888,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff0288e54bb04b1f3bb8ace1b614e46470a374c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 16;","notes":"Uses the required Pairwise Sparse Slice Count template with group_col bound to \"SpecialDay\" and group_col_2 bound to \"Revenue\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f68a5bc691bcd16b1379c588176f5da8fd1c39c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:40.614878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:43.134447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:50.934380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c58f48b0a68a924bb4f8fe861cb85a6f3a55589 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue. +Result preview: [{"SpecialDay": "1", "Revenue": "TRUE", "support": 10}, {"SpecialDay": "0.8", "Revenue": "TRUE", "support": 11}, {"SpecialDay": "0.4", "Revenue": "TRUE", "support": 13}, {"SpecialDay": "0.2", "Revenue": "TRUE", "support": 14}, {"SpecialDay": "0.6", "Revenue": "TRUE", "support": 29}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f47f70ac12a86e7367a2f61a5c19e320a3cb98b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_4d79ce898010877b +-- problem_id: v2p_m6_6272bac49e64a8df +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce7a5e3c0ba7186be1d6a7a9db230aabc38fd8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 16;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"support\": 10}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"support\": 13}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"support\": 14}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"support\": 29}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"support\": 144}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"support\": 164}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"support\": 230}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"support\": 314}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"support\": 322}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"support\": 1831}, {\"SpecialDay\": \"0\", \"Revenue\": \"FALSE\", \"support\": 9248}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db36c3063c5db5cbc18cec7368f2bc72cadfe9f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:37:40.415810+00:00", + "ended_at": "2026-05-04T07:37:52.044395+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4d79ce898010877b", + "problem_id": "v2p_m6_6272bac49e64a8df", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4d79ce898010877b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4d79ce898010877b", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 162, + "total_tokens": 23107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11585.22, + "sql_execution_elapsed_ms_total": 12.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4d79ce898010877b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6bea9badcc902f9eb48dc3414d4c01fe079538c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4d79ce898010877b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:52.023434+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11585.22, "started_at": "2026-05-04T07:37:40.419018+00:00", "ended_at": "2026-05-04T07:37:52.004611+00:00", "prompt_metrics": {"chars": 10570, "bytes_utf8": 10570, "lines": 312, "estimated_tokens": 2856}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22945, "cached_input_tokens": 21888, "output_tokens": 162}, "stderr_preview": "2026-05-04T07:37:40.614878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:43.134447Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63569784c60bed29558edc879f43d5f21d906730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_4e13e36df7a4dc5b\n-- problem_id: v2p_m6_462739f521a160c9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_4e13e36df7a4dc5b\\n-- problem_id: v2p_m6_462739f521a160c9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 105.94804295616075}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 65.72627295025703}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 56.27624623362427}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 75.26439623089337}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 67.84447362914634}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 76.52363360122223}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 69.7406638074099}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 103.6623763154519}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 106.85850000093463}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 62.51399418858299}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 79.8741983540404}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 67.79365079309524}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 85.33959821250001}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 70.16008772026316}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 40.172459894117644}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 277.14774113076925}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 72.14}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8cd34aab25da9ea7e4c48625c483d56f1c8d4aae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.082887+00:00", + "ended_at": "2026-05-04T07:38:30.094172+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4e13e36df7a4dc5b", + "problem_id": "v2p_m6_462739f521a160c9", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4e13e36df7a4dc5b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4e13e36df7a4dc5b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88bfb051e5a35fb865c06fc354a4f426b7cdc96b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10727, "bytes_utf8": 10727, "lines": 316, "estimated_tokens": 2867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22956, "cached_input_tokens": 21888, "output_tokens": 142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c142b86f41e9885b65dfb917b0ecc1ae0ff64fb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4f4bbb3570f02404", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12435.46, + "sql_execution_elapsed_ms_total": 12.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4f4bbb3570f02404\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0efffe18955702af2e1337bb861cb2013779ac18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:51.562110+00:00", + "ended_at": "2026-05-04T07:13:03.997637+00:00", + "elapsed_ms": 12435.46, + "prompt_metrics": { + "chars": 10727, + "bytes_utf8": 10727, + "lines": 316, + "estimated_tokens": 2867 + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 126 + }, + "usage": { + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 142 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7628bf185b2ac05ae994d777d8e760596d8e5018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Weekend", + "measure_col": "ProductRelated_Duration", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bb07deb6a583fe6d7cd75fccf622968309a4eb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-27e8-73d0-99c2-442c5ba48d57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"Weekend\\\", measure_col=\\\"ProductRelated_Duration\\\", and predicate_col=\\\"Informational_Duration\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22956,"cached_input_tokens":21888,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..004df615641c31902bd5cb8ffd64d5d25a6523fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Top-k Group Sum with Filter template with group_col=\"Weekend\", measure_col=\"ProductRelated_Duration\", and predicate_col=\"Informational_Duration\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a31661865b74e6e4bd1f35a1221a2da4b6445a05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:51.742077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:54.127932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:02.998948Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8b196075d65c43f1bf45dfed06a9a76899d2af3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration. +Result preview: [{"Weekend": "FALSE", "total_measure": 11231812.794461854}, {"Weekend": "TRUE", "total_measure": 3499408.09775378}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a26e571b6ca718d2338f8b42403d7842213de7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4f4bbb3570f02404 +-- problem_id: v2p_m6_98ea50ddc0288432 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..414a2cbebb3b8f6f44528f1c7db0ae16b56d8eb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"Weekend\", \"total_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"total_measure\": 11231812.794461854}, {\"Weekend\": \"TRUE\", \"total_measure\": 3499408.09775378}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd6780f9ddf3fdf96cdfd6056c8aa4b4e787bb55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:12:51.558708+00:00", + "ended_at": "2026-05-04T07:13:04.050452+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4f4bbb3570f02404", + "problem_id": "v2p_m6_98ea50ddc0288432", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "ProductRelated_Duration", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4f4bbb3570f02404.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4f4bbb3570f02404", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12435.46, + "sql_execution_elapsed_ms_total": 12.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4f4bbb3570f02404\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e126d71e25770db3c9032c8992d7f7bc8c9bab22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:04.018012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12435.46, "started_at": "2026-05-04T07:12:51.562110+00:00", "ended_at": "2026-05-04T07:13:03.997637+00:00", "prompt_metrics": {"chars": 10727, "bytes_utf8": 10727, "lines": 316, "estimated_tokens": 2867}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 126}, "usage": {"input_tokens": 22956, "cached_input_tokens": 21888, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:12:51.742077Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:54.127932Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"Weekend\\\", measure_col=\\\"ProductRelated_Duration\\\", and predicate_col=\\\"Informational_Duration\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d38f6fd55788486256fbc7c75a51f9d3693fff13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f4bbb3570f02404/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4f4bbb3570f02404", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 142, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 126, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12435.46, + "sql_execution_elapsed_ms_total": 12.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4f4bbb3570f02404\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e565795fdb2f3cd29f2cb052a3429ee8c271da13 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10809, "bytes_utf8": 10809, "lines": 314, "estimated_tokens": 2901}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1848, "bytes_utf8": 1848, "lines": 1, "estimated_tokens": 524}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 1442}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95cb8370c76491dc3d36d2cb60d67a7307237243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4f654bc81ca5d99a", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 1442, + "total_tokens": 24434, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 524, + "estimated_total_tokens": 3425, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35458.77, + "sql_execution_elapsed_ms_total": 66.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4f654bc81ca5d99a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dc49cd1135b0d599f961779c9a6f5f9ad716e560 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:21:45.209502+00:00", + "ended_at": "2026-05-04T07:22:20.663685+00:00", + "elapsed_ms": 35458.77, + "prompt_metrics": { + "chars": 10809, + "bytes_utf8": 10809, + "lines": 314, + "estimated_tokens": 2901 + }, + "stdout_metrics": { + "chars": 2446, + "bytes_utf8": 2446, + "lines": 4, + "estimated_tokens": 792 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1848, + "bytes_utf8": 1848, + "lines": 1, + "estimated_tokens": 524 + }, + "usage": { + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 1442 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3be5222f3d8ad8798cbbe6cdda30c0bba9394d08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Weekend, measure_col=SpecialDay.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Weekend", + "measure_col": "SpecialDay", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe970186b18f01aac9f0f56061629dcde0121f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1dd-4c78-7f30-a497-25524ec65b35"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"SpecialDay\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\",\\n AVG(\\\"measure\\\") OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_measure\\\",\\n AVG(\\\"measure\\\" * \\\"measure\\\") OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_sq_measure\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\",\\n MAX(\\\"avg_measure\\\") AS \\\"avg_measure\\\",\\n MAX(\\\"avg_sq_measure\\\") AS \\\"avg_sq_measure\\\"\\n FROM \\\"__ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n \\\"median_measure\\\",\\n CASE\\n WHEN (\\\"avg_sq_measure\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\")) < 0 THEN 0\\n ELSE (\\\"avg_sq_measure\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\"))\\n END AS \\\"measure_variance\\\"\\nFROM \\\"__medians\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC, \\\"OperatingSystems\\\", \\\"Weekend\\\";\",\"notes\":\"Used the requested template roles with SQLite-safe fallbacks: median is emulated via window functions, and STDDEV is replaced with variance because SQLite does not natively support STDDEV.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":21888,"output_tokens":1442}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4043c1170387fad38a29af20753e9f8c7770e5d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"__base\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n CAST(\"SpecialDay\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"SpecialDay\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"cnt\",\n AVG(\"measure\") OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"avg_measure\",\n AVG(\"measure\" * \"measure\") OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"avg_sq_measure\"\n FROM \"__base\"\n),\n\"__medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\",\n MAX(\"cnt\") AS \"group_size\",\n MAX(\"avg_measure\") AS \"avg_measure\",\n MAX(\"avg_sq_measure\") AS \"avg_sq_measure\"\n FROM \"__ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Weekend\"\n)\nSELECT\n \"OperatingSystems\",\n \"Weekend\",\n \"median_measure\",\n CASE\n WHEN (\"avg_sq_measure\" - (\"avg_measure\" * \"avg_measure\")) < 0 THEN 0\n ELSE (\"avg_sq_measure\" - (\"avg_measure\" * \"avg_measure\"))\n END AS \"measure_variance\"\nFROM \"__medians\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC, \"OperatingSystems\", \"Weekend\";","notes":"Used the requested template roles with SQLite-safe fallbacks: median is emulated via window functions, and STDDEV is replaced with variance because SQLite does not natively support STDDEV."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebee4c72fb7dba5c6df68ff0eadccf361a80d9ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:21:45.393587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:21:47.763831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:22:19.825735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b676ec651cca035dae520879784603abe43f380 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Weekend, measure_col=SpecialDay. +Result preview: [{"OperatingSystems": "1", "Weekend": "FALSE", "median_measure": 0.0, "measure_variance": 0.02505679463898987}, {"OperatingSystems": "1", "Weekend": "TRUE", "median_measure": 0.0, "measure_variance": 0.05223369912528542}, {"OperatingSystems": "2", "Weekend": "FALSE", "median_measure": 0.0, "measure_variance": 0.03725139208688395}, {"OperatingSystems": "2", "Weekend": "TRUE", "median_measure": 0.0, "measure_variance": 0.05099496234853008}, {"OperatingSystems": "3", "Weekend": "FALSE", "median_measure": 0.0, "measure_variance": 0.04343932848715505}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8f826305a0f7d43060495d9f1f605389852e9ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_4f654bc81ca5d99a +-- problem_id: v2p_m6_3a9cf89a97fee286 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "OperatingSystems", + "Weekend", + CAST("SpecialDay" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "SpecialDay" IS NOT NULL +), +"__ranked" AS ( + SELECT + "OperatingSystems", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "cnt", + AVG("measure") OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "avg_measure", + AVG("measure" * "measure") OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "avg_sq_measure" + FROM "__base" +), +"__medians" AS ( + SELECT + "OperatingSystems", + "Weekend", + AVG("measure") AS "median_measure", + MAX("cnt") AS "group_size", + MAX("avg_measure") AS "avg_measure", + MAX("avg_sq_measure") AS "avg_sq_measure" + FROM "__ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Weekend" +) +SELECT + "OperatingSystems", + "Weekend", + "median_measure", + CASE + WHEN ("avg_sq_measure" - ("avg_measure" * "avg_measure")) < 0 THEN 0 + ELSE ("avg_sq_measure" - ("avg_measure" * "avg_measure")) + END AS "measure_variance" +FROM "__medians" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC, "OperatingSystems", "Weekend"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bda41a6c9dd0c7c207d9616b8a37710ace147c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"__base\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n CAST(\"SpecialDay\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Weekend\" IS NOT NULL\n AND \"SpecialDay\" IS NOT NULL\n),\n\"__ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"cnt\",\n AVG(\"measure\") OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"avg_measure\",\n AVG(\"measure\" * \"measure\") OVER (\n PARTITION BY \"OperatingSystems\", \"Weekend\"\n ) AS \"avg_sq_measure\"\n FROM \"__base\"\n),\n\"__medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Weekend\",\n AVG(\"measure\") AS \"median_measure\",\n MAX(\"cnt\") AS \"group_size\",\n MAX(\"avg_measure\") AS \"avg_measure\",\n MAX(\"avg_sq_measure\") AS \"avg_sq_measure\"\n FROM \"__ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Weekend\"\n)\nSELECT\n \"OperatingSystems\",\n \"Weekend\",\n \"median_measure\",\n CASE\n WHEN (\"avg_sq_measure\" - (\"avg_measure\" * \"avg_measure\")) < 0 THEN 0\n ELSE (\"avg_sq_measure\" - (\"avg_measure\" * \"avg_measure\"))\n END AS \"measure_variance\"\nFROM \"__medians\"\nWHERE \"group_size\" >= 5\nORDER BY \"median_measure\" DESC, \"OperatingSystems\", \"Weekend\";", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"__base\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Weekend\\\" IS NOT NULL\\n AND \\\"SpecialDay\\\" IS NOT NULL\\n),\\n\\\"__ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"cnt\\\",\\n AVG(\\\"measure\\\") OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_measure\\\",\\n AVG(\\\"measure\\\" * \\\"measure\\\") OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n ) AS \\\"avg_sq_measure\\\"\\n FROM \\\"__base\\\"\\n),\\n\\\"__medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\",\\n MAX(\\\"cnt\\\") AS \\\"group_size\\\",\\n MAX(\\\"avg_measure\\\") AS \\\"avg_measure\\\",\\n MAX(\\\"avg_sq_measure\\\") AS \\\"avg_sq_measure\\\"\\n FROM \\\"__ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Weekend\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"Weekend\\\",\\n \\\"median_measure\\\",\\n CASE\\n WHEN (\\\"avg_sq_measure\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\")) < 0 THEN 0\\n ELSE (\\\"avg_sq_measure\\\" - (\\\"avg_measure\\\" * \\\"avg_measure\\\"))\\n END AS \\\"measure_variance\\\"\\nFROM \\\"__medians\\\"\\nWHERE \\\"group_size\\\" >= 5\\nORDER BY \\\"median_measure\\\" DESC, \\\"OperatingSystems\\\", \\\"Weekend\\\";\", \"columns\": [\"OperatingSystems\", \"Weekend\", \"median_measure\", \"measure_variance\"], \"rows\": [{\"OperatingSystems\": \"1\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.02505679463898987}, {\"OperatingSystems\": \"1\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_variance\": 0.05223369912528542}, {\"OperatingSystems\": \"2\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.03725139208688395}, {\"OperatingSystems\": \"2\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_variance\": 0.05099496234853008}, {\"OperatingSystems\": \"3\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.04343932848715505}, {\"OperatingSystems\": \"3\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_variance\": 0.05770250961973744}, {\"OperatingSystems\": \"4\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.031625741699280396}, {\"OperatingSystems\": \"4\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_variance\": 0.01612469766191884}, {\"OperatingSystems\": \"5\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.0}, {\"OperatingSystems\": \"6\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.05795555555555556}, {\"OperatingSystems\": \"8\", \"Weekend\": \"FALSE\", \"median_measure\": 0.0, \"measure_variance\": 0.005216262975778547}, {\"OperatingSystems\": \"8\", \"Weekend\": \"TRUE\", \"median_measure\": 0.0, \"measure_variance\": 0.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 66.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5de233b92b8a284b4f79ab8f21eb53bc64a3a95c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:21:45.204000+00:00", + "ended_at": "2026-05-04T07:22:20.764394+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_4f654bc81ca5d99a", + "problem_id": "v2p_m6_3a9cf89a97fee286", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Weekend, measure_col=SpecialDay.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Weekend", + "measure_col": "SpecialDay", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/1", + "binding_index=93" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_4f654bc81ca5d99a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_4f654bc81ca5d99a", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 1442, + "total_tokens": 24434, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 524, + "estimated_total_tokens": 3425, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 35458.77, + "sql_execution_elapsed_ms_total": 66.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_4f654bc81ca5d99a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..516c52642ecc63d983acb4c5d8b31c0c0f2ead45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_4f654bc81ca5d99a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:22:20.687630+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 35458.77, "started_at": "2026-05-04T07:21:45.209502+00:00", "ended_at": "2026-05-04T07:22:20.663685+00:00", "prompt_metrics": {"chars": 10809, "bytes_utf8": 10809, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 1848, "bytes_utf8": 1848, "lines": 1, "estimated_tokens": 524}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 1442}, "stderr_preview": "2026-05-04T07:21:45.393587Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:21:47.763831Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6351e32e794390f7ce35474786b5d04e4a8674fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_50a3a7e96e0a5e1a\n-- problem_id: v2p_m6_6fcefd55fa526c77\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_50a3a7e96e0a5e1a\\n-- problem_id: v2p_m6_6fcefd55fa526c77\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.02781456953642384}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 0.23809523809523808}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.13333333333333333}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.07142857142857142}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.15384615384615385}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 0.15384615384615385}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 0.4166666666666667}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.16666666666666666}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 0.09090909090909091}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 0.2}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 0.2}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.1}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 0.75}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"67\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.125}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e817038e630bd99863b0920c0dcdbcc18067c3d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.824754+00:00", + "ended_at": "2026-05-04T07:38:29.842475+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_50a3a7e96e0a5e1a", + "problem_id": "v2p_m6_6fcefd55fa526c77", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_50a3a7e96e0a5e1a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_50a3a7e96e0a5e1a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4005aa9bc04d7a4b744742539145a0a25b3e7f93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10656, "bytes_utf8": 10656, "lines": 315, "estimated_tokens": 2840}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22931, "cached_input_tokens": 19840, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7ccc857c0e0d1fd2e9f03f4ee77d70932b146c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_54312b1223b2066c", + "api_calls": 0, + "input_tokens": 22931, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2840, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13753.87, + "sql_execution_elapsed_ms_total": 10.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_54312b1223b2066c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e77b70d6de20b4f2ae3cd4e00508639ef0a4e41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:54:58.550561+00:00", + "ended_at": "2026-05-04T06:55:12.308056+00:00", + "elapsed_ms": 13753.87, + "prompt_metrics": { + "chars": 10656, + "bytes_utf8": 10656, + "lines": 315, + "estimated_tokens": 2840 + }, + "stdout_metrics": { + "chars": 720, + "bytes_utf8": 720, + "lines": 4, + "estimated_tokens": 207 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 395, + "bytes_utf8": 395, + "lines": 1, + "estimated_tokens": 98 + }, + "usage": { + "input_tokens": 22931, + "cached_input_tokens": 19840, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cfcaa98bd3dcda7a6f72fa734a2b2c59f80c21ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..172bc18f1d9c8a269dc1a46a9115f2ff28180045 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-d507-7f52-8e01-38f4f8b53b76"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the provided Grouped Condition Rate template with group_col=\\\"VisitorType\\\" and condition_col=\\\"Revenue\\\", fixing condition_value to 'FALSE' as bound.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22931,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d56c12d607821f3f47ab2561ed7a20ff9783caf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;","notes":"Used the provided Grouped Condition Rate template with group_col=\"VisitorType\" and condition_col=\"Revenue\", fixing condition_value to 'FALSE' as bound."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..766eafd97c7bb72a71123600f8181b9152f5415d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:02.007480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:04.371895Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:11.535472Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f71deb1acd3f94654364d3480245201e269ba51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Revenue. +Result preview: [{"VisitorType": "Returning_Visitor", "condition_rate": 0.8606767131077623}, {"VisitorType": "Other", "condition_rate": 0.8117647058823529}, {"VisitorType": "New_Visitor", "condition_rate": 0.7508854781582054}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..74f1033cd4cc72679a2b098c35fa475e21f0c8b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_54312b1223b2066c +-- problem_id: v2p_m6_3dec1844b18c58b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..503771e733a900ec0628d336b1d7a30b68420710 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Revenue\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"VisitorType\", \"condition_rate\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"condition_rate\": 0.8606767131077623}, {\"VisitorType\": \"Other\", \"condition_rate\": 0.8117647058823529}, {\"VisitorType\": \"New_Visitor\", \"condition_rate\": 0.7508854781582054}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84f00734b37db1cd28306cf03c099b42ae68d3a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:58.545456+00:00", + "ended_at": "2026-05-04T06:55:12.342952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_54312b1223b2066c", + "problem_id": "v2p_m6_3dec1844b18c58b8", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=VisitorType, condition_col=Revenue.", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_54312b1223b2066c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_54312b1223b2066c", + "api_calls": 0, + "input_tokens": 22931, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2840, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13753.87, + "sql_execution_elapsed_ms_total": 10.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_54312b1223b2066c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d49cf986eb802374bd693f408a9cce257366619 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_54312b1223b2066c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:12.325161+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13753.87, "started_at": "2026-05-04T06:54:58.550561+00:00", "ended_at": "2026-05-04T06:55:12.308056+00:00", "prompt_metrics": {"chars": 10656, "bytes_utf8": 10656, "lines": 315, "estimated_tokens": 2840}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22931, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T06:55:02.007480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:04.371895Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e6f180150d6dc221de8f7e1e6cc79ab8b4fd9e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-de03-7d90-91fb-8691f30977fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_value\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((\\\"cnt\\\" * 0.95) + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile. Because \\\"Informational\\\" is used as both group and measure, each group's percentile value will match that group's numeric \\\"Informational\\\" value.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22908,"cached_input_tokens":21888,"output_tokens":785}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab0fd84148a6432f049821957b28c66db14aaf31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\" AS \"group_value\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((\"cnt\" * 0.95) + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_value\" AS \"Informational\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile. Because \"Informational\" is used as both group and measure, each group's percentile value will match that group's numeric \"Informational\" value."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8f20cdaafe6ac7d12e3cb9df4512c611f84cd221 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:25:39.278911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:25:41.570950Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:00.684056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d21db05cd7c430710871b356be57c8ca0c7a893 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational. +Result preview: [{"Informational": "24", "percentile_measure": 24.0}, {"Informational": "16", "percentile_measure": 16.0}, {"Informational": "14", "percentile_measure": 14.0}, {"Informational": "13", "percentile_measure": 13.0}, {"Informational": "12", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad4b8b4da2833afb418da0e936c3dc2adbfd6c06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/generated_sql.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_5723357daf319f03 +-- problem_id: v2p_m6_cd59b2b3a9379c25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational" AS "group_value", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "group_value", + "measure_value", + "rn", + "cnt", + CAST(("cnt" * 0.95) + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "group_value" AS "Informational", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3bc5d6fff9f32fe918243112af234667d8f3a741 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Informational\" AS \"group_value\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Informational\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Informational\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"group_value\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((\"cnt\" * 0.95) + 0.999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"group_value\" AS \"Informational\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Informational\\\" AS \\\"group_value\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Informational\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Informational\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"group_value\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((\\\"cnt\\\" * 0.95) + 0.999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"group_value\\\" AS \\\"Informational\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Informational\", \"percentile_measure\"], \"rows\": [{\"Informational\": \"24\", \"percentile_measure\": 24.0}, {\"Informational\": \"16\", \"percentile_measure\": 16.0}, {\"Informational\": \"14\", \"percentile_measure\": 14.0}, {\"Informational\": \"13\", \"percentile_measure\": 13.0}, {\"Informational\": \"12\", \"percentile_measure\": 12.0}, {\"Informational\": \"11\", \"percentile_measure\": 11.0}, {\"Informational\": \"10\", \"percentile_measure\": 10.0}, {\"Informational\": \"9\", \"percentile_measure\": 9.0}, {\"Informational\": \"8\", \"percentile_measure\": 8.0}, {\"Informational\": \"7\", \"percentile_measure\": 7.0}, {\"Informational\": \"6\", \"percentile_measure\": 6.0}, {\"Informational\": \"5\", \"percentile_measure\": 5.0}, {\"Informational\": \"4\", \"percentile_measure\": 4.0}, {\"Informational\": \"3\", \"percentile_measure\": 3.0}, {\"Informational\": \"2\", \"percentile_measure\": 2.0}, {\"Informational\": \"1\", \"percentile_measure\": 1.0}, {\"Informational\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d40fe2377c048dc197848dc0cf70b12d3bb6a7c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:25:39.067393+00:00", + "ended_at": "2026-05-04T07:26:01.797390+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5723357daf319f03", + "problem_id": "v2p_m6_cd59b2b3a9379c25", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Informational, measure_col=Informational.", + "bindings": { + "group_col": "Informational", + "measure_col": "Informational", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_5723357daf319f03.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5723357daf319f03", + "api_calls": 0, + "input_tokens": 22908, + "cached_input_tokens": 21888, + "output_tokens": 785, + "total_tokens": 23693, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2817, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3125, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22662.27, + "sql_execution_elapsed_ms_total": 35.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_5723357daf319f03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4308f2ecf5415d01ac8d5080307cb8a40a897ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5723357daf319f03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:01.752416+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22662.27, "started_at": "2026-05-04T07:25:39.072602+00:00", "ended_at": "2026-05-04T07:26:01.735130+00:00", "prompt_metrics": {"chars": 10596, "bytes_utf8": 10596, "lines": 312, "estimated_tokens": 2817}, "response_metrics": {"chars": 1123, "bytes_utf8": 1123, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22908, "cached_input_tokens": 21888, "output_tokens": 785}, "stderr_preview": "2026-05-04T07:25:39.278911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:25:41.570950Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c9dd3bfbaa3018811117559e114c5ff02c36165 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-fe5f-7740-920f-a5285337e557"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"VisitorType\\\" and condition_col=\\\"Revenue\\\", measuring the within-group proportion of rows where Revenue = 'TRUE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22932,"cached_input_tokens":19840,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..881a86ddd7e0beebd1752c02f2c6caebd0e27e01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"VisitorType\" and condition_col=\"Revenue\", measuring the within-group proportion of rows where Revenue = 'TRUE'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0246540e16729970d7bfdfaed263c04642524ac4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:12.521687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:14.882716Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:22.092194Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..085234ba19a8b7bc0d95a9ab7a6835c45fce5525 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Revenue. +Result preview: [{"VisitorType": "New_Visitor", "condition_rate": 0.24911452184179456}, {"VisitorType": "Other", "condition_rate": 0.18823529411764706}, {"VisitorType": "Returning_Visitor", "condition_rate": 0.1393232868922377}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..efecb831596bd975bd22552224274ed5a13f4748 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_57db1c2293cb063e +-- problem_id: v2p_m6_3e75d305148beea2 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df369f937e4cb7f9daa8594dab0db8a3809f401a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"VisitorType\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"VisitorType\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"VisitorType\", \"condition_rate\"], \"rows\": [{\"VisitorType\": \"New_Visitor\", \"condition_rate\": 0.24911452184179456}, {\"VisitorType\": \"Other\", \"condition_rate\": 0.18823529411764706}, {\"VisitorType\": \"Returning_Visitor\", \"condition_rate\": 0.1393232868922377}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df8eda205cdd565ffaf7b15ccb5ba0172e6920cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:55:12.344953+00:00", + "ended_at": "2026-05-04T06:55:22.917695+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_57db1c2293cb063e", + "problem_id": "v2p_m6_3e75d305148beea2", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=VisitorType, condition_col=Revenue.", + "bindings": { + "group_col": "VisitorType", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_57db1c2293cb063e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_57db1c2293cb063e", + "api_calls": 0, + "input_tokens": 22932, + "cached_input_tokens": 19840, + "output_tokens": 118, + "total_tokens": 23050, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2841, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10533.45, + "sql_execution_elapsed_ms_total": 9.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_57db1c2293cb063e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7beff58cac8eaaea77be4327036ac6bd161cca9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_57db1c2293cb063e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:22.898096+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10533.45, "started_at": "2026-05-04T06:55:12.348984+00:00", "ended_at": "2026-05-04T06:55:22.882429+00:00", "prompt_metrics": {"chars": 10662, "bytes_utf8": 10662, "lines": 315, "estimated_tokens": 2841}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22932, "cached_input_tokens": 19840, "output_tokens": 118}, "stderr_preview": "2026-05-04T06:55:12.521687Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:14.882716Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "OperatingSystems", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..413044d9b6677a7ac06859ed58639e6f3ec1cbdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-4a67-7e01-99fc-ad5d40c53c44"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Used the planned Grouped Condition Rate template with group_col=\\\"OperatingSystems\\\" and condition_col=\\\"SpecialDay\\\". Compared against text value '0' because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22934,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b1eed0d143a186566b0b9e9d43fa383fab357ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"OperatingSystems\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY \"condition_rate\" DESC;","notes":"Used the planned Grouped Condition Rate template with group_col=\"OperatingSystems\" and condition_col=\"SpecialDay\". Compared against text value '0' because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64789eb681d8951ccbeec8a86e5daecd0f6b5b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:20.948504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:23.275213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:32.573837Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f61d59454f6dc47c057edbfca65ade063316dc0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, condition_col=SpecialDay. +Result preview: [{"OperatingSystems": "5", "condition_rate": 1.0}, {"OperatingSystems": "8", "condition_rate": 0.9873417721518988}, {"OperatingSystems": "4", "condition_rate": 0.9205020920502092}, {"OperatingSystems": "1", "condition_rate": 0.9176015473887814}, {"OperatingSystems": "2", "condition_rate": 0.8930465081048325}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3acdce6ed5cc1d6f93cafe331c7fed67a63d13d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_582da8063ea53a69 +-- problem_id: v2p_m6_266212884a4b97a4 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a3625ae91cf7e610410e1033d22e54ab8c97328e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"OperatingSystems\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"condition_rate\"], \"rows\": [{\"OperatingSystems\": \"5\", \"condition_rate\": 1.0}, {\"OperatingSystems\": \"8\", \"condition_rate\": 0.9873417721518988}, {\"OperatingSystems\": \"4\", \"condition_rate\": 0.9205020920502092}, {\"OperatingSystems\": \"1\", \"condition_rate\": 0.9176015473887814}, {\"OperatingSystems\": \"2\", \"condition_rate\": 0.8930465081048325}, {\"OperatingSystems\": \"3\", \"condition_rate\": 0.8876712328767123}, {\"OperatingSystems\": \"6\", \"condition_rate\": 0.7894736842105263}, {\"OperatingSystems\": \"7\", \"condition_rate\": 0.7142857142857143}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eba592c77cea201c98a0aaf8f3d377d526ccefc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:53:20.732176+00:00", + "ended_at": "2026-05-04T06:53:33.168997+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_582da8063ea53a69", + "problem_id": "v2p_m6_266212884a4b97a4", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, condition_col=SpecialDay.", + "bindings": { + "group_col": "OperatingSystems", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_582da8063ea53a69.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_582da8063ea53a69", + "api_calls": 0, + "input_tokens": 22934, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23116, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2843, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12399.11, + "sql_execution_elapsed_ms_total": 8.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_582da8063ea53a69\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c3741ff282b3a92e5380ed60cd254b7cc7376cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_582da8063ea53a69/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:33.153105+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12399.11, "started_at": "2026-05-04T06:53:20.736455+00:00", "ended_at": "2026-05-04T06:53:33.135671+00:00", "prompt_metrics": {"chars": 10660, "bytes_utf8": 10660, "lines": 315, "estimated_tokens": 2843}, "response_metrics": {"chars": 450, "bytes_utf8": 450, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22934, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T06:53:20.948504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:23.275213Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=OperatingSystems.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Browser", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f08cc361fa86a62bd50e661ce860b863fd1f4db0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-b6fc-77b3-a209-cbeb2a5b841c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col=\\\"Browser\\\" and condition_col=\\\"OperatingSystems\\\", treating the bound condition_value as the text literal '2' because the SQLite schema stores these columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":19840,"output_tokens":175}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8f7be4e18b048fcbbb00053f45298c2d0ce9c1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col=\"Browser\" and condition_col=\"OperatingSystems\", treating the bound condition_value as the text literal '2' because the SQLite schema stores these columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd9590d517f5d1d3fa5f1ea2eba387c20b9e7a67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:48.756325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:51.136437Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:59.440871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..307ca9300800887e01ad5aec0d331763199f74e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=OperatingSystems. +Result preview: [{"Browser": "4", "condition_rate": 0.9945652173913043}, {"Browser": "10", "condition_rate": 0.9815950920245399}, {"Browser": "5", "condition_rate": 0.9207708779443254}, {"Browser": "6", "condition_rate": 0.8908045977011494}, {"Browser": "7", "condition_rate": 0.7959183673469388}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce4eef6b3fb7d3aa262caff938958653d5892e58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_5885b0387e0d50ca +-- problem_id: v2p_m6_e7ea4871ebce190e +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "Browser" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6e07b317e0b62c388c6eeb0235b46d67d96e5bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Browser\",\n AVG(CASE WHEN \"OperatingSystems\" = '2' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Browser\\\",\\n AVG(CASE WHEN \\\"OperatingSystems\\\" = '2' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"Browser\", \"condition_rate\"], \"rows\": [{\"Browser\": \"4\", \"condition_rate\": 0.9945652173913043}, {\"Browser\": \"10\", \"condition_rate\": 0.9815950920245399}, {\"Browser\": \"5\", \"condition_rate\": 0.9207708779443254}, {\"Browser\": \"6\", \"condition_rate\": 0.8908045977011494}, {\"Browser\": \"7\", \"condition_rate\": 0.7959183673469388}, {\"Browser\": \"2\", \"condition_rate\": 0.6354729305363648}, {\"Browser\": \"12\", \"condition_rate\": 0.4}, {\"Browser\": \"13\", \"condition_rate\": 0.08196721311475409}, {\"Browser\": \"3\", \"condition_rate\": 0.009523809523809525}, {\"Browser\": \"1\", \"condition_rate\": 0.006498781478472786}, {\"Browser\": \"9\", \"condition_rate\": 0.0}, {\"Browser\": \"8\", \"condition_rate\": 0.0}, {\"Browser\": \"11\", \"condition_rate\": 0.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a61c4e7c4bbbc1fe049ea2dc447e5647e77c5f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:53:48.425007+00:00", + "ended_at": "2026-05-04T06:54:00.324253+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5885b0387e0d50ca", + "problem_id": "v2p_m6_e7ea4871ebce190e", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Browser", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_5885b0387e0d50ca.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5885b0387e0d50ca", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 19840, + "output_tokens": 175, + "total_tokens": 23105, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2952, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11854.05, + "sql_execution_elapsed_ms_total": 7.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_5885b0387e0d50ca\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b68ba70e0a56add99207f4a1568018be8053ab72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5885b0387e0d50ca/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:00.308446+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11854.05, "started_at": "2026-05-04T06:53:48.425007+00:00", "ended_at": "2026-05-04T06:54:00.291100+00:00", "prompt_metrics": {"chars": 10661, "bytes_utf8": 10661, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 476, "bytes_utf8": 476, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22930, "cached_input_tokens": 19840, "output_tokens": 175}, "stderr_preview": "2026-05-04T06:53:48.756325Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:51.136437Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..751b5353c246756d6cd77703d7a5626924a2d7ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n AND \"PageValues\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues_num\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c238a25c878b6ac1cc1ddbc29be0259b1fd8f3cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-70b9-7ff2-b0fd-91021daa9c2c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"PageValues_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '1'\\n AND \\\"PageValues\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"PageValues_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"PageValues_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n MAX(\\\"PageValues_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per Month for rows where OperatingSystems = '1' by selecting the value at rank CEIL(0.9 * group_count) after ordering PageValues numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22982,"cached_input_tokens":2432,"output_tokens":337}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e077cfc14f43aaddca647d204d3b9d80fe979d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n AND \"PageValues\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues_num\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 0.9 quantile per Month for rows where OperatingSystems = '1' by selecting the value at rank CEIL(0.9 * group_count) after ordering PageValues numerically."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c701413efa4a773570e7ec5cc7c2c54b1d3112f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-acb4-7361-978e-4dcf757e73b8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"PageValues_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '1'\\n AND \\\"PageValues\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"PageValues_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"PageValues_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n MAX(\\\"PageValues_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CAST-based ceiling equivalent for the fixed 0.9 percentile rank calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23221,"cached_input_tokens":21888,"output_tokens":368}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e16193b3701cdf59f656c209b627103fbe013449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n AND \"PageValues\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues_num\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CAST-based ceiling equivalent for the fixed 0.9 percentile rank calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88ee0419e8734b5a4a0e30d5cd1106eb18a9c732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:09.534115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:11.929287Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:23.476141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..e81e2cf4634695cce1d4b5995f4976012a662db8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:24.839872Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:27.391250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:38.859866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6029a041f886a6c72fb4bbd6455094710d60af47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems. +Result preview: [{"Month": "Sep", "conditional_percentile": 32.22252197}, {"Month": "Oct", "conditional_percentile": 28.05716135}, {"Month": "June", "conditional_percentile": 24.12558571}, {"Month": "Aug", "conditional_percentile": 19.50605707}, {"Month": "Dec", "conditional_percentile": 18.85086521}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba30d124a93c6555bb0d4b3e3f82cea5840cdd7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/generated_sql.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_5934c7c0de323274 +-- problem_id: v2p_m6_70ec1135fd22e171 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("PageValues" AS REAL) AS "PageValues_num" + FROM "m6" + WHERE "OperatingSystems" = '1' + AND "PageValues" IS NOT NULL +), "ranked" AS ( + SELECT + "Month", + "PageValues_num", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "PageValues_num") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +) +SELECT + "Month", + MAX("PageValues_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +GROUP BY "Month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..85ad9c2c6926196092620c0354ed7839c46f0334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Month\",\n CAST(\"PageValues\" AS REAL) AS \"PageValues_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '1'\n AND \"PageValues\" IS NOT NULL\n), \"ranked\" AS (\n SELECT\n \"Month\",\n \"PageValues_num\",\n ROW_NUMBER() OVER (PARTITION BY \"Month\" ORDER BY \"PageValues_num\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Month\") AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Month\",\n MAX(\"PageValues_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\nGROUP BY \"Month\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"PageValues\\\" AS REAL) AS \\\"PageValues_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '1'\\n AND \\\"PageValues\\\" IS NOT NULL\\n), \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"PageValues_num\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"Month\\\" ORDER BY \\\"PageValues_num\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Month\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n MAX(\\\"PageValues_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\nGROUP BY \\\"Month\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Month\", \"conditional_percentile\"], \"rows\": [{\"Month\": \"Sep\", \"conditional_percentile\": 32.22252197}, {\"Month\": \"Oct\", \"conditional_percentile\": 28.05716135}, {\"Month\": \"June\", \"conditional_percentile\": 24.12558571}, {\"Month\": \"Aug\", \"conditional_percentile\": 19.50605707}, {\"Month\": \"Dec\", \"conditional_percentile\": 18.85086521}, {\"Month\": \"Nov\", \"conditional_percentile\": 15.52703405}, {\"Month\": \"May\", \"conditional_percentile\": 15.3956}, {\"Month\": \"Mar\", \"conditional_percentile\": 10.63449802}, {\"Month\": \"Jul\", \"conditional_percentile\": 5.79089525}, {\"Month\": \"Feb\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d902ef0cac48c94fbb7bf8a37e7785bb0cc4a583 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:01:09.292895+00:00", + "ended_at": "2026-05-04T07:01:39.685387+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5934c7c0de323274", + "problem_id": "v2p_m6_70ec1135fd22e171", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=PageValues, condition_col=OperatingSystems.", + "bindings": { + "group_col": "Month", + "measure_col": "PageValues", + "condition_col": "OperatingSystems", + "condition_value": "1", + "positive_value": "2", + "negative_value": "1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_5934c7c0de323274.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5934c7c0de323274", + "api_calls": 0, + "input_tokens": 46203, + "cached_input_tokens": 24320, + "output_tokens": 705, + "total_tokens": 46908, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6021, + "estimated_output_tokens": 504, + "estimated_total_tokens": 6525, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30319.26, + "sql_execution_elapsed_ms_total": 11.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_5934c7c0de323274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2714c7f3567044992c965961057a677af57e5b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5934c7c0de323274/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:01:24.635845+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15323.7, "started_at": "2026-05-04T07:01:09.296026+00:00", "ended_at": "2026-05-04T07:01:24.619963+00:00", "prompt_metrics": {"chars": 10912, "bytes_utf8": 10912, "lines": 317, "estimated_tokens": 2891}, "response_metrics": {"chars": 930, "bytes_utf8": 930, "lines": 1, "estimated_tokens": 265}, "usage": {"input_tokens": 22982, "cached_input_tokens": 2432, "output_tokens": 337}, "stderr_preview": "2026-05-04T07:01:09.534115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:11.929287Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bc008947c37e391413860fc5ec0e26a197e4f86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-f642-70b0-a6c1-bde82f777523"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"TrafficType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nLIMIT 13;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=TrafficType, top_k=13. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f886b5cc38f9b2d581b4ce1bab0a2af834a54b34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"TrafficType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY support ASC, \"SpecialDay\", \"TrafficType\"\nLIMIT 13;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=TrafficType, top_k=13. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b08b1559fcef3c326b13ea9192b2d792f25f082a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:40.830973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:43.436108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:51.393227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5658384a32f3f5149c9efdac8dd41ebe7efc38d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType. +Result preview: [{"SpecialDay": "0", "TrafficType": "12", "support": 1}, {"SpecialDay": "0.2", "TrafficType": "15", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "14", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "15", "support": 1}, {"SpecialDay": "0.4", "TrafficType": "7", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41e2b640036690ffaf91597e8a95176226cf4edb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_5fc5f95a6a90d300 +-- problem_id: v2p_m6_638c174a6f5dbb20 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "TrafficType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY support ASC, "SpecialDay", "TrafficType" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb7a4fb10339709f973499296e91e4df28b1372 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"TrafficType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"TrafficType\"\nORDER BY support ASC, \"SpecialDay\", \"TrafficType\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"TrafficType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"TrafficType\\\"\\nLIMIT 13;\", \"columns\": [\"SpecialDay\", \"TrafficType\", \"support\"], \"rows\": [{\"SpecialDay\": \"0\", \"TrafficType\": \"12\", \"support\": 1}, {\"SpecialDay\": \"0.2\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"14\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"0.4\", \"TrafficType\": \"7\", \"support\": 1}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"20\", \"support\": 1}, {\"SpecialDay\": \"0.6\", \"TrafficType\": \"7\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"14\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"18\", \"support\": 1}, {\"SpecialDay\": \"0.8\", \"TrafficType\": \"20\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"15\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"17\", \"support\": 1}, {\"SpecialDay\": \"1\", \"TrafficType\": \"19\", \"support\": 1}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d69bd92a28843781e9ced8daa9ac1501e45b5a68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:36:40.606680+00:00", + "ended_at": "2026-05-04T07:36:52.304825+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_5fc5f95a6a90d300", + "problem_id": "v2p_m6_638c174a6f5dbb20", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=TrafficType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "TrafficType", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_5fc5f95a6a90d300.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_5fc5f95a6a90d300", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 132, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11654.48, + "sql_execution_elapsed_ms_total": 12.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_5fc5f95a6a90d300\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8b40c569e950837679499cd8a2d6878329c697f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_5fc5f95a6a90d300/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:52.283482+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11654.48, "started_at": "2026-05-04T07:36:40.609714+00:00", "ended_at": "2026-05-04T07:36:52.264402+00:00", "prompt_metrics": {"chars": 10577, "bytes_utf8": 10577, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:36:40.830973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:43.436108Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Region.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Region", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5ad17336a9445ac361013f3b38ca5be8cd3fb8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-56a0-7873-93bb-ae3460d1fb57"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"Administrative\\\", \\\"Region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"Region\\\", and a numeric cast on \\\"ProductRelated_Duration\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22967,"cached_input_tokens":3968,"output_tokens":197}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02b81bf738b818b0a3297414b69ad9c493b9a25b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"Administrative\", \"Region\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"Administrative\", group_col_2=\"Region\", and a numeric cast on \"ProductRelated_Duration\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..783910a62e6693a54402f2fdc76da2392cf716d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:12.968876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:15.316676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:26.643290Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fde8c81476be489eedd88d45a30f2400e0f6fba5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Region. +Result preview: [{"Administrative": "0", "Region": "1", "row_count": 309}, {"Administrative": "1", "Region": "1", "row_count": 135}, {"Administrative": "0", "Region": "3", "row_count": 131}, {"Administrative": "3", "Region": "1", "row_count": 109}, {"Administrative": "2", "Region": "1", "row_count": 104}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b7863dba5f7fbabfb7d63d56b8ff67c5082978f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_6174f50975e91fa0 +-- problem_id: v2p_m6_5cc882cdf59b4fb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Region", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "Administrative", "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d43a6a974470873abc0c699fa2b74b72ed58830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Region\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"Administrative\", \"Region\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Region\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"Administrative\\\", \\\"Region\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"Region\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"Region\": \"1\", \"row_count\": 309}, {\"Administrative\": \"1\", \"Region\": \"1\", \"row_count\": 135}, {\"Administrative\": \"0\", \"Region\": \"3\", \"row_count\": 131}, {\"Administrative\": \"3\", \"Region\": \"1\", \"row_count\": 109}, {\"Administrative\": \"2\", \"Region\": \"1\", \"row_count\": 104}, {\"Administrative\": \"4\", \"Region\": \"1\", \"row_count\": 87}, {\"Administrative\": \"5\", \"Region\": \"1\", \"row_count\": 78}, {\"Administrative\": \"6\", \"Region\": \"1\", \"row_count\": 77}, {\"Administrative\": \"1\", \"Region\": \"3\", \"row_count\": 76}, {\"Administrative\": \"0\", \"Region\": \"2\", \"row_count\": 65}, {\"Administrative\": \"2\", \"Region\": \"3\", \"row_count\": 63}, {\"Administrative\": \"0\", \"Region\": \"4\", \"row_count\": 62}, {\"Administrative\": \"7\", \"Region\": \"1\", \"row_count\": 62}, {\"Administrative\": \"8\", \"Region\": \"1\", \"row_count\": 56}, {\"Administrative\": \"5\", \"Region\": \"3\", \"row_count\": 49}, {\"Administrative\": \"0\", \"Region\": \"6\", \"row_count\": 48}, {\"Administrative\": \"4\", \"Region\": \"3\", \"row_count\": 47}, {\"Administrative\": \"0\", \"Region\": \"7\", \"row_count\": 46}, {\"Administrative\": \"9\", \"Region\": \"1\", \"row_count\": 45}, {\"Administrative\": \"3\", \"Region\": \"3\", \"row_count\": 42}, {\"Administrative\": \"10\", \"Region\": \"1\", \"row_count\": 39}, {\"Administrative\": \"6\", \"Region\": \"3\", \"row_count\": 37}, {\"Administrative\": \"1\", \"Region\": \"2\", \"row_count\": 32}, {\"Administrative\": \"2\", \"Region\": \"4\", \"row_count\": 32}, {\"Administrative\": \"7\", \"Region\": \"3\", \"row_count\": 32}, {\"Administrative\": \"0\", \"Region\": \"8\", \"row_count\": 30}, {\"Administrative\": \"12\", \"Region\": \"1\", \"row_count\": 29}, {\"Administrative\": \"2\", \"Region\": \"2\", \"row_count\": 29}, {\"Administrative\": \"4\", \"Region\": \"2\", \"row_count\": 28}, {\"Administrative\": \"1\", \"Region\": \"4\", \"row_count\": 27}, {\"Administrative\": \"2\", \"Region\": \"7\", \"row_count\": 27}, {\"Administrative\": \"8\", \"Region\": \"3\", \"row_count\": 27}, {\"Administrative\": \"9\", \"Region\": \"3\", \"row_count\": 26}, {\"Administrative\": \"11\", \"Region\": \"1\", \"row_count\": 24}, {\"Administrative\": \"5\", \"Region\": \"4\", \"row_count\": 24}, {\"Administrative\": \"0\", \"Region\": \"9\", \"row_count\": 22}, {\"Administrative\": \"1\", \"Region\": \"7\", \"row_count\": 22}, {\"Administrative\": \"3\", \"Region\": \"2\", \"row_count\": 22}, {\"Administrative\": \"4\", \"Region\": \"4\", \"row_count\": 21}, {\"Administrative\": \"1\", \"Region\": \"9\", \"row_count\": 20}, {\"Administrative\": \"10\", \"Region\": \"3\", \"row_count\": 20}, {\"Administrative\": \"11\", \"Region\": \"3\", \"row_count\": 20}, {\"Administrative\": \"3\", \"Region\": \"4\", \"row_count\": 19}, {\"Administrative\": \"3\", \"Region\": \"7\", \"row_count\": 19}, {\"Administrative\": \"0\", \"Region\": \"5\", \"row_count\": 18}, {\"Administrative\": \"5\", \"Region\": \"2\", \"row_count\": 18}, {\"Administrative\": \"13\", \"Region\": \"1\", \"row_count\": 17}, {\"Administrative\": \"4\", \"Region\": \"9\", \"row_count\": 17}, {\"Administrative\": \"6\", \"Region\": \"2\", \"row_count\": 17}, {\"Administrative\": \"6\", \"Region\": \"4\", \"row_count\": 17}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..36064981e75a135df9a0eea561ddaa52ffeb6d75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:51:12.797378+00:00", + "ended_at": "2026-05-04T06:51:27.494089+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6174f50975e91fa0", + "problem_id": "v2p_m6_5cc882cdf59b4fb7", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Region.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Region", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6174f50975e91fa0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6174f50975e91fa0", + "api_calls": 0, + "input_tokens": 22967, + "cached_input_tokens": 3968, + "output_tokens": 197, + "total_tokens": 23164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2876, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2991, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14637.64, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6174f50975e91fa0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..66e040fccd4f3ea0fcfe0f210d520134ddef5e43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:27.454205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14637.64, "started_at": "2026-05-04T06:51:12.800611+00:00", "ended_at": "2026-05-04T06:51:27.437918+00:00", "prompt_metrics": {"chars": 10745, "bytes_utf8": 10745, "lines": 316, "estimated_tokens": 2876}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22967, "cached_input_tokens": 3968, "output_tokens": 197}, "stderr_preview": "2026-05-04T06:51:12.968876Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:15.316676Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"Administrative\\\", \\\"Region\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"Region\\\", and a numeric cast on \\\"ProductRelated_Duration\\\" because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..958f5fdff32f9611718741c99ef47fbd6f0a40a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6174f50975e91fa0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6174f50975e91fa0", + "api_calls": 0, + "input_tokens": 22967, + "cached_input_tokens": 3968, + "output_tokens": 197, + "total_tokens": 23164, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2876, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2991, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14637.64, + "sql_execution_elapsed_ms_total": 30.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6174f50975e91fa0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88ec5cc2e81aeee948decd115be2b6991e70d663 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10747, "bytes_utf8": 10747, "lines": 316, "estimated_tokens": 2875}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22966, "cached_input_tokens": 3456, "output_tokens": 234}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..662126ed16b6ff1a22b284169406cca3bffd3286 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6183bc7b3cc3d070", + "api_calls": 0, + "input_tokens": 22966, + "cached_input_tokens": 3456, + "output_tokens": 234, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2875, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17777.63, + "sql_execution_elapsed_ms_total": 20.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6183bc7b3cc3d070\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3f5d3902212e505b49350d36da5be220f4accd49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:50:12.887017+00:00", + "ended_at": "2026-05-04T06:50:30.664621+00:00", + "elapsed_ms": 17777.63, + "prompt_metrics": { + "chars": 10747, + "bytes_utf8": 10747, + "lines": 316, + "estimated_tokens": 2875 + }, + "stdout_metrics": { + "chars": 831, + "bytes_utf8": 831, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13173 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 495, + "bytes_utf8": 495, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22966, + "cached_input_tokens": 3456, + "output_tokens": 234 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3c940ef29a532877a12321b387b0d226f48b3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=SpecialDay.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7620500a4dc82b3171bd1adcb5ac065592085077 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-6cbc-74f3-9dc5-473a2aa7ada2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"SpecialDay\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"Administrative\\\", \\\"SpecialDay\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"SpecialDay\\\", and a numeric cast on \\\"Administrative_Duration\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22966,"cached_input_tokens":3456,"output_tokens":234}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d815f63ccdc6404c902e8a71c5cf732a4ec48de1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"SpecialDay\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"Administrative\", \"SpecialDay\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group_col=\"Administrative\", group_col_2=\"SpecialDay\", and a numeric cast on \"Administrative_Duration\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a73f0cc058058b99c5d67f8b297e121d4e82ea48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:13.115847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:20.721127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:29.886249Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2872b0d0068970512acd487ca994e95b1f814f8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=SpecialDay. +Result preview: [{"Administrative": "4", "SpecialDay": "0", "row_count": 365}, {"Administrative": "3", "SpecialDay": "0", "row_count": 328}, {"Administrative": "5", "SpecialDay": "0", "row_count": 327}, {"Administrative": "6", "SpecialDay": "0", "row_count": 290}, {"Administrative": "2", "SpecialDay": "0", "row_count": 285}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bf99980583cf645a8d316ed349b880d909edb80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_6183bc7b3cc3d070 +-- problem_id: v2p_m6_f7d9decab331d50a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "SpecialDay", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "Administrative", "SpecialDay" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fbd3ed648c05afbd533ff6c20b176800c93954ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"SpecialDay\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"Administrative\", \"SpecialDay\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"SpecialDay\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"Administrative\\\", \\\"SpecialDay\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"SpecialDay\", \"row_count\"], \"rows\": [{\"Administrative\": \"4\", \"SpecialDay\": \"0\", \"row_count\": 365}, {\"Administrative\": \"3\", \"SpecialDay\": \"0\", \"row_count\": 328}, {\"Administrative\": \"5\", \"SpecialDay\": \"0\", \"row_count\": 327}, {\"Administrative\": \"6\", \"SpecialDay\": \"0\", \"row_count\": 290}, {\"Administrative\": \"2\", \"SpecialDay\": \"0\", \"row_count\": 285}, {\"Administrative\": \"7\", \"SpecialDay\": \"0\", \"row_count\": 256}, {\"Administrative\": \"8\", \"SpecialDay\": \"0\", \"row_count\": 246}, {\"Administrative\": \"9\", \"SpecialDay\": \"0\", \"row_count\": 199}, {\"Administrative\": \"10\", \"SpecialDay\": \"0\", \"row_count\": 130}, {\"Administrative\": \"1\", \"SpecialDay\": \"0\", \"row_count\": 126}, {\"Administrative\": \"11\", \"SpecialDay\": \"0\", \"row_count\": 97}, {\"Administrative\": \"12\", \"SpecialDay\": \"0\", \"row_count\": 81}, {\"Administrative\": \"13\", \"SpecialDay\": \"0\", \"row_count\": 55}, {\"Administrative\": \"14\", \"SpecialDay\": \"0\", \"row_count\": 40}, {\"Administrative\": \"15\", \"SpecialDay\": \"0\", \"row_count\": 38}, {\"Administrative\": \"16\", \"SpecialDay\": \"0\", \"row_count\": 23}, {\"Administrative\": \"17\", \"SpecialDay\": \"0\", \"row_count\": 14}, {\"Administrative\": \"18\", \"SpecialDay\": \"0\", \"row_count\": 12}, {\"Administrative\": \"6\", \"SpecialDay\": \"0.6\", \"row_count\": 8}, {\"Administrative\": \"5\", \"SpecialDay\": \"0.6\", \"row_count\": 7}, {\"Administrative\": \"19\", \"SpecialDay\": \"0\", \"row_count\": 6}, {\"Administrative\": \"7\", \"SpecialDay\": \"0.2\", \"row_count\": 6}, {\"Administrative\": \"3\", \"SpecialDay\": \"0.2\", \"row_count\": 5}, {\"Administrative\": \"4\", \"SpecialDay\": \"0.2\", \"row_count\": 5}, {\"Administrative\": \"5\", \"SpecialDay\": \"0.2\", \"row_count\": 5}, {\"Administrative\": \"8\", \"SpecialDay\": \"0.4\", \"row_count\": 5}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.4\", \"row_count\": 4}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.6\", \"row_count\": 4}, {\"Administrative\": \"2\", \"SpecialDay\": \"0.2\", \"row_count\": 4}, {\"Administrative\": \"22\", \"SpecialDay\": \"0\", \"row_count\": 4}, {\"Administrative\": \"3\", \"SpecialDay\": \"0.4\", \"row_count\": 4}, {\"Administrative\": \"3\", \"SpecialDay\": \"0.8\", \"row_count\": 4}, {\"Administrative\": \"3\", \"SpecialDay\": \"1\", \"row_count\": 4}, {\"Administrative\": \"4\", \"SpecialDay\": \"0.8\", \"row_count\": 4}, {\"Administrative\": \"5\", \"SpecialDay\": \"0.8\", \"row_count\": 4}, {\"Administrative\": \"6\", \"SpecialDay\": \"0.8\", \"row_count\": 4}, {\"Administrative\": \"1\", \"SpecialDay\": \"0.2\", \"row_count\": 3}, {\"Administrative\": \"2\", \"SpecialDay\": \"0.4\", \"row_count\": 3}, {\"Administrative\": \"2\", \"SpecialDay\": \"0.8\", \"row_count\": 3}, {\"Administrative\": \"23\", \"SpecialDay\": \"0\", \"row_count\": 3}, {\"Administrative\": \"24\", \"SpecialDay\": \"0\", \"row_count\": 3}, {\"Administrative\": \"3\", \"SpecialDay\": \"0.6\", \"row_count\": 3}, {\"Administrative\": \"4\", \"SpecialDay\": \"0.4\", \"row_count\": 3}, {\"Administrative\": \"4\", \"SpecialDay\": \"0.6\", \"row_count\": 3}, {\"Administrative\": \"4\", \"SpecialDay\": \"1\", \"row_count\": 3}, {\"Administrative\": \"9\", \"SpecialDay\": \"0.2\", \"row_count\": 3}, {\"Administrative\": \"9\", \"SpecialDay\": \"0.8\", \"row_count\": 3}, {\"Administrative\": \"1\", \"SpecialDay\": \"0.6\", \"row_count\": 2}, {\"Administrative\": \"10\", \"SpecialDay\": \"0.2\", \"row_count\": 2}, {\"Administrative\": \"10\", \"SpecialDay\": \"1\", \"row_count\": 2}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 20.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..652501c0ea6de4eb614a8880860ea0db76d7ba37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:50:12.883154+00:00", + "ended_at": "2026-05-04T06:50:30.712248+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6183bc7b3cc3d070", + "problem_id": "v2p_m6_f7d9decab331d50a", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=SpecialDay.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "SpecialDay", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6183bc7b3cc3d070.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6183bc7b3cc3d070", + "api_calls": 0, + "input_tokens": 22966, + "cached_input_tokens": 3456, + "output_tokens": 234, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2875, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17777.63, + "sql_execution_elapsed_ms_total": 20.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6183bc7b3cc3d070\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bf918ac5335f7f257b36769f674dd688307e91e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:30.684126+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17777.63, "started_at": "2026-05-04T06:50:12.887017+00:00", "ended_at": "2026-05-04T06:50:30.664621+00:00", "prompt_metrics": {"chars": 10747, "bytes_utf8": 10747, "lines": 316, "estimated_tokens": 2875}, "response_metrics": {"chars": 495, "bytes_utf8": 495, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22966, "cached_input_tokens": 3456, "output_tokens": 234}, "stderr_preview": "2026-05-04T06:50:13.115847Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:20.721127Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 93.25625\\nGROUP BY \\\"Administrative\\\", \\\"SpecialDay\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"SpecialDay\\\", and a numeric cast on \\\"Administrative_Duration\\\" because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7d76a37cc5713fd80630f75a1642e949d8951a82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6183bc7b3cc3d070/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6183bc7b3cc3d070", + "api_calls": 0, + "input_tokens": 22966, + "cached_input_tokens": 3456, + "output_tokens": 234, + "total_tokens": 23200, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2875, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17777.63, + "sql_execution_elapsed_ms_total": 20.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6183bc7b3cc3d070\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..00a5e38101f292131929b4c0cc3e3ccfac1141a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10688, "bytes_utf8": 10688, "lines": 316, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..77f254587329d885d0bcd7cad537ffc0d4904755 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65bae0cec2bed524", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11500.64, + "sql_execution_elapsed_ms_total": 9.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65bae0cec2bed524\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47ed7e8fe37486532209fb3339106577b075a941 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:04.400055+00:00", + "ended_at": "2026-05-04T07:15:15.900542+00:00", + "elapsed_ms": 11500.64, + "prompt_metrics": { + "chars": 10688, + "bytes_utf8": 10688, + "lines": 316, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c6bbc441d16dad347632be4a1ba925ecba2068f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Month", + "measure_col": "OperatingSystems", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cd200ccdaff41a7f5e4930b8cbdaa6f25cc011f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-2ef9-7001-beb4-dc6b236fe1b7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col=\\\"Month\\\", measure_col=\\\"OperatingSystems\\\", and predicate_col=\\\"PageValues\\\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8771d254c95e03866b5371ae9d8ca2050b8a351 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the required template with group_col=\"Month\", measure_col=\"OperatingSystems\", and predicate_col=\"PageValues\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8575807c2cefb2a1070decf87bd264894b5b273b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:04.669837Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:06.975758Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:15.212023Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fba953cf41a84625eda1521a4d62db46f7fa1a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=OperatingSystems. +Result preview: [{"Month": "May", "total_measure": 7132.0}, {"Month": "Nov", "total_measure": 6344.0}, {"Month": "Mar", "total_measure": 3964.0}, {"Month": "Dec", "total_measure": 3892.0}, {"Month": "Oct", "total_measure": 1129.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..224a4ab851a692260a59e513b379d860845ca835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_65bae0cec2bed524 +-- problem_id: v2p_m6_b090d0ebeb4275d2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f28bd15496c62e409c25aeba5ef47eee26d5260 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"May\", \"total_measure\": 7132.0}, {\"Month\": \"Nov\", \"total_measure\": 6344.0}, {\"Month\": \"Mar\", \"total_measure\": 3964.0}, {\"Month\": \"Dec\", \"total_measure\": 3892.0}, {\"Month\": \"Oct\", \"total_measure\": 1129.0}, {\"Month\": \"Sep\", \"total_measure\": 959.0}, {\"Month\": \"Jul\", \"total_measure\": 905.0}, {\"Month\": \"Aug\", \"total_measure\": 897.0}, {\"Month\": \"June\", \"total_measure\": 614.0}, {\"Month\": \"Feb\", \"total_measure\": 353.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6966403995cd0ef8d7b250e09633c561a1a26fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:15:04.396474+00:00", + "ended_at": "2026-05-04T07:15:15.961309+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_65bae0cec2bed524", + "problem_id": "v2p_m6_b090d0ebeb4275d2", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Month, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Month", + "measure_col": "OperatingSystems", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_65bae0cec2bed524.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65bae0cec2bed524", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11500.64, + "sql_execution_elapsed_ms_total": 9.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65bae0cec2bed524\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..553b6fffbfb946e4a77acf99c18b63672930c18e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:15.932377+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11500.64, "started_at": "2026-05-04T07:15:04.400055+00:00", "ended_at": "2026-05-04T07:15:15.900542+00:00", "prompt_metrics": {"chars": 10688, "bytes_utf8": 10688, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:15:04.669837Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:06.975758Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the required template with group_col=\\\"Month\\\", measure_col=\\\"OperatingSystems\\\", and predicate_col=\\\"PageValues\\\". Casted TEXT-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e89352beba25cf7321bfc7e30578039e1747974f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65bae0cec2bed524/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65bae0cec2bed524", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11500.64, + "sql_execution_elapsed_ms_total": 9.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65bae0cec2bed524\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..538aeaf4d4c1b39b03a8d7c44fa04852af715a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10690, "bytes_utf8": 10690, "lines": 316, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..764ac13102f6fab1ffb5f3440796bbad0bae73df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65fa1cde2e58d732", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12848.37, + "sql_execution_elapsed_ms_total": 8.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65fa1cde2e58d732\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..633ce822bc5530111814c7996ca9f0e621ec12e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:39.146223+00:00", + "ended_at": "2026-05-04T07:15:51.994370+00:00", + "elapsed_ms": 12848.37, + "prompt_metrics": { + "chars": 10690, + "bytes_utf8": 10690, + "lines": 316, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 832, + "bytes_utf8": 832, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 498, + "bytes_utf8": 498, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 164 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0bb79be6c7e830e02dac57304dbcf1768bc7fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Browser", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..03016383f0f3417613840e554b5930edc8eda387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-b68e-7523-9cb1-c8a19437fab0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"OperatingSystems\\\", measure_col=\\\"Browser\\\", and predicate_col=\\\"Region\\\". Applied CAST(... AS REAL) because the schema snapshot stores these numeric-like fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":164}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a516307892370583c20329d72b837ef725201eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with bound roles group_col=\"OperatingSystems\", measure_col=\"Browser\", and predicate_col=\"Region\". Applied CAST(... AS REAL) because the schema snapshot stores these numeric-like fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..470dee9c6145e18c63c76ffc97cc51ed543f0533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:39.401817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:41.759921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:51.122073Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38438b940c08ad602f64ab3a37150c4e5683fb83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Browser. +Result preview: [{"OperatingSystems": "2", "total_measure": 6135.0}, {"OperatingSystems": "3", "total_measure": 1741.0}, {"OperatingSystems": "1", "total_measure": 1206.0}, {"OperatingSystems": "8", "total_measure": 708.0}, {"OperatingSystems": "4", "total_measure": 186.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2d7f4647d41c5ec5e59bab9eafa08a8c415cbb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_65fa1cde2e58d732 +-- problem_id: v2p_m6_91da00cfb9d37436 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36f65c68d992b9172e7dfb94a3a0a67fcddfd672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"OperatingSystems\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Region\" AS REAL) >= 4.0\nGROUP BY \"OperatingSystems\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"OperatingSystems\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Region\\\" AS REAL) >= 4.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"OperatingSystems\", \"total_measure\"], \"rows\": [{\"OperatingSystems\": \"2\", \"total_measure\": 6135.0}, {\"OperatingSystems\": \"3\", \"total_measure\": 1741.0}, {\"OperatingSystems\": \"1\", \"total_measure\": 1206.0}, {\"OperatingSystems\": \"8\", \"total_measure\": 708.0}, {\"OperatingSystems\": \"4\", \"total_measure\": 186.0}, {\"OperatingSystems\": \"5\", \"total_measure\": 44.0}, {\"OperatingSystems\": \"6\", \"total_measure\": 19.0}, {\"OperatingSystems\": \"7\", \"total_measure\": 2.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09c49be0529f6dde436a617e9a5275b7b78a829b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:15:39.141264+00:00", + "ended_at": "2026-05-04T07:15:52.029904+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_65fa1cde2e58d732", + "problem_id": "v2p_m6_91da00cfb9d37436", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=OperatingSystems, measure_col=Browser.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Browser", + "predicate_col": "Region", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=81" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_65fa1cde2e58d732.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65fa1cde2e58d732", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12848.37, + "sql_execution_elapsed_ms_total": 8.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65fa1cde2e58d732\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1245a1f6e3e0ead7efb31986b320bd7b2f6c04b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:52.012868+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12848.37, "started_at": "2026-05-04T07:15:39.146223+00:00", "ended_at": "2026-05-04T07:15:51.994370+00:00", "prompt_metrics": {"chars": 10690, "bytes_utf8": 10690, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 498, "bytes_utf8": 498, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 164}, "stderr_preview": "2026-05-04T07:15:39.401817Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:41.759921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"OperatingSystems\\\", measure_col=\\\"Browser\\\", and predicate_col=\\\"Region\\\". Applied CAST(... AS REAL) because the schema snapshot stores these numeric-like fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a340aaed0f9643b37704a5a8cf20fe42b45a0be8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_65fa1cde2e58d732/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_65fa1cde2e58d732", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 164, + "total_tokens": 23110, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12848.37, + "sql_execution_elapsed_ms_total": 8.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_65fa1cde2e58d732\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8fa53e3ef8cd3ab363fc11c820287b0a1117c67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10803, "bytes_utf8": 10803, "lines": 314, "estimated_tokens": 2901}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1752, "bytes_utf8": 1752, "lines": 1, "estimated_tokens": 525}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 775}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34b04b022adf794e4c28e94ac2fd5a22e4b3d8a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6630de20ac70756f", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 775, + "total_tokens": 23767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 525, + "estimated_total_tokens": 3426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22767.35, + "sql_execution_elapsed_ms_total": 73.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6630de20ac70756f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6d68af567d608e29842ef3c73fb79621cdb4a577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:17:41.847029+00:00", + "ended_at": "2026-05-04T07:18:04.614589+00:00", + "elapsed_ms": 22767.35, + "prompt_metrics": { + "chars": 10803, + "bytes_utf8": 10803, + "lines": 314, + "estimated_tokens": 2901 + }, + "stdout_metrics": { + "chars": 2338, + "bytes_utf8": 2338, + "lines": 4, + "estimated_tokens": 800 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1752, + "bytes_utf8": 1752, + "lines": 1, + "estimated_tokens": 525 + }, + "usage": { + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 775 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c531759a8377e07b6e3000935a4da339ce795000 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "VisitorType", + "measure_col": "Informational", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..18736cd16e07824545e8152b309fe680e67fe2ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-9611-7221-b089-1cbd8f9787a4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"VisitorType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"stddev_calc\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"VisitorType\\\" = s.\\\"VisitorType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC, m.\\\"Month\\\", m.\\\"VisitorType\\\";\",\"notes\":\"Applied the planned template with group_col=\\\"Month\\\", group_col_2=\\\"VisitorType\\\", and measure_col=\\\"Informational\\\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation, and replaced STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) after casting the TEXT measure to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":21888,"output_tokens":775}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52f530d0098feb5a579cdcc79b27d93b13634b14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CAST(\"Informational\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"VisitorType\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"median_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"VisitorType\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"Month\", \"VisitorType\"\n)\nSELECT\n m.\"Month\",\n m.\"VisitorType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"stddev_calc\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"VisitorType\" = s.\"VisitorType\"\nORDER BY m.\"median_measure\" DESC, m.\"Month\", m.\"VisitorType\";","notes":"Applied the planned template with group_col=\"Month\", group_col_2=\"VisitorType\", and measure_col=\"Informational\". Replaced unsupported SQLite PERCENTILE_CONT with a window-function median calculation, and replaced STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)) after casting the TEXT measure to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfc42e671df150f82f7f4badeec851d1c2db0752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:42.258279Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:46.497551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:03.721158Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9062f5900f26619b689a1a9a768e1bf5adff770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational. +Result preview: [{"Month": "June", "VisitorType": "Other", "median_measure": 4.0, "measure_stddev": 0.0}, {"Month": "Aug", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 0.4612700529282115}, {"Month": "Aug", "VisitorType": "Returning_Visitor", "median_measure": 0.0, "measure_stddev": 1.320002004373224}, {"Month": "Dec", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 0.7194834908815818}, {"Month": "Dec", "VisitorType": "Other", "median_measure": 0.0, "measure_stddev": 0.5815405283006434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..432861812d196434c47c4f4ed04923d5591663d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/generated_sql.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_6630de20ac70756f +-- problem_id: v2p_m6_3230bbe9861155f5 +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "Month", + "VisitorType", + CAST("Informational" AS REAL) AS "measure" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "VisitorType" IS NOT NULL + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "VisitorType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "VisitorType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "VisitorType" + ) AS "cnt" + FROM "typed" +), +"median_calc" AS ( + SELECT + "Month", + "VisitorType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "VisitorType" +), +"stddev_calc" AS ( + SELECT + "Month", + "VisitorType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "Month", "VisitorType" +) +SELECT + m."Month", + m."VisitorType", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "stddev_calc" AS s + ON m."Month" = s."Month" + AND m."VisitorType" = s."VisitorType" +ORDER BY m."median_measure" DESC, m."Month", m."VisitorType"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30311f4e6a6dfb11cedbc9fb3ed69af10049c6e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"typed\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CAST(\"Informational\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"VisitorType\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"typed\"\n),\n\"median_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"VisitorType\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"typed\"\n GROUP BY \"Month\", \"VisitorType\"\n)\nSELECT\n m.\"Month\",\n m.\"VisitorType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_calc\" AS m\nJOIN \"stddev_calc\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"VisitorType\" = s.\"VisitorType\"\nORDER BY m.\"median_measure\" DESC, m.\"Month\", m.\"VisitorType\";", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"typed\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"typed\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"typed\\\"\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"VisitorType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\" AS m\\nJOIN \\\"stddev_calc\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"VisitorType\\\" = s.\\\"VisitorType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC, m.\\\"Month\\\", m.\\\"VisitorType\\\";\", \"columns\": [\"Month\", \"VisitorType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"June\", \"VisitorType\": \"Other\", \"median_measure\": 4.0, \"measure_stddev\": 0.0}, {\"Month\": \"Aug\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.4612700529282115}, {\"Month\": \"Aug\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.320002004373224}, {\"Month\": \"Dec\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7194834908815818}, {\"Month\": \"Dec\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.5815405283006434}, {\"Month\": \"Dec\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.4657998387498548}, {\"Month\": \"Feb\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Month\": \"Feb\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.42207588016016434}, {\"Month\": \"Jul\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7735777249705712}, {\"Month\": \"Jul\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2449950191192112}, {\"Month\": \"June\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.382831234179436}, {\"Month\": \"June\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.3204255933299611}, {\"Month\": \"Mar\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.351325757181222}, {\"Month\": \"Mar\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2048089577347953}, {\"Month\": \"May\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.9162725734720655}, {\"Month\": \"May\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2002217038284508}, {\"Month\": \"Nov\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7961851044137374}, {\"Month\": \"Nov\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.45681252823276774}, {\"Month\": \"Nov\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.4729604149427897}, {\"Month\": \"Oct\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7760394660464134}, {\"Month\": \"Oct\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.1346544982724156}, {\"Month\": \"Sep\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2653379971033747}, {\"Month\": \"Sep\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.3403861190332007}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 73.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b7e099f4b48ba9eef4717985b4cf7af86895cca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:17:41.839737+00:00", + "ended_at": "2026-05-04T07:18:04.731720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6630de20ac70756f", + "problem_id": "v2p_m6_3230bbe9861155f5", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "Month", + "group_col_2": "VisitorType", + "measure_col": "Informational", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6630de20ac70756f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6630de20ac70756f", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 775, + "total_tokens": 23767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 525, + "estimated_total_tokens": 3426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22767.35, + "sql_execution_elapsed_ms_total": 73.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6630de20ac70756f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45fe42b1a4f0681d0ebcaf4ea6433ff6e4882c81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:04.634912+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22767.35, "started_at": "2026-05-04T07:17:41.847029+00:00", "ended_at": "2026-05-04T07:18:04.614589+00:00", "prompt_metrics": {"chars": 10803, "bytes_utf8": 10803, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 1752, "bytes_utf8": 1752, "lines": 1, "estimated_tokens": 525}, "usage": {"input_tokens": 22992, "cached_input_tokens": 21888, "output_tokens": 775}, "stderr_preview": "2026-05-04T07:17:42.258279Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:46.497551Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") -"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..83780fd6800c420ba65d90951e82d1de540f3d2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6630de20ac70756f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6630de20ac70756f", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 21888, + "output_tokens": 775, + "total_tokens": 23767, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 525, + "estimated_total_tokens": 3426, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22767.35, + "sql_execution_elapsed_ms_total": 73.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6630de20ac70756f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd9bafa957d6cdfce5bf3f662b381352bd1ccd66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10922, "bytes_utf8": 10922, "lines": 317, "estimated_tokens": 2892}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1041, "bytes_utf8": 1041, "lines": 1, "estimated_tokens": 277}, "usage": {"input_tokens": 22983, "cached_input_tokens": 2432, "output_tokens": 432}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..285444452d8381532edb8fea658f83ebfb4d674f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_692f698cad0b838e", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 2432, + "output_tokens": 432, + "total_tokens": 23415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 277, + "estimated_total_tokens": 3169, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16729.06, + "sql_execution_elapsed_ms_total": 19.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_692f698cad0b838e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..78b7e9a81cb3322a06e7cf382170c139ab635fb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:03:56.665202+00:00", + "ended_at": "2026-05-04T07:04:13.394165+00:00", + "elapsed_ms": 16729.06, + "prompt_metrics": { + "chars": 10922, + "bytes_utf8": 10922, + "lines": 317, + "estimated_tokens": 2892 + }, + "stdout_metrics": { + "chars": 1452, + "bytes_utf8": 1452, + "lines": 4, + "estimated_tokens": 440 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13180 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "lines": 1, + "estimated_tokens": 277 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 2432, + "output_tokens": 432 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7335865466eaf67a5affda8c83a899e53c7cd50 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType, condition_col=OperatingSystems.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..14c55ee453f7a1f48dc382fbe8a783cba938c4b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-fe9d-7da3-ae7a-61b5d59585c2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"TrafficType_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"TrafficType_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY \\\"TrafficType_num\\\"\\n ) AS \\\"cd\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"TrafficType_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.9\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template bindings with group_col=\\\"VisitorType\\\", measure_col=\\\"TrafficType\\\", and condition_col=\\\"OperatingSystems\\\" filtered to value '2'. Because SQLite does not support PERCENTILE_CONT, the 0.9 quantile is approximated portably as the smallest value whose CUME_DIST is at least 0.9 within each VisitorType group. TrafficType is CAST to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":2432,"output_tokens":432}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..39827662427cc15adc2aa708f1171b1607280826 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"TrafficType\" AS REAL) AS \"TrafficType_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"TrafficType_num\",\n CUME_DIST() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY \"TrafficType_num\"\n ) AS \"cd\"\n FROM \"filtered\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"TrafficType_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.9\nGROUP BY \"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Used the planned template bindings with group_col=\"VisitorType\", measure_col=\"TrafficType\", and condition_col=\"OperatingSystems\" filtered to value '2'. Because SQLite does not support PERCENTILE_CONT, the 0.9 quantile is approximated portably as the smallest value whose CUME_DIST is at least 0.9 within each VisitorType group. TrafficType is CAST to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f8bb1e63669465b15ea1d144d390bfedfd02a4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:56.919480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:59.555201Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:04:12.721244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4a8a05f91bd48bc5ba61e1f03eaf7363166b165 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType, condition_col=OperatingSystems. +Result preview: [{"VisitorType": "Returning_Visitor", "conditional_percentile": 10.0}, {"VisitorType": "Other", "conditional_percentile": 10.0}, {"VisitorType": "New_Visitor", "conditional_percentile": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..11922ad772c70637e9d11afcd9e50bccebc2e447 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_692f698cad0b838e +-- problem_id: v2p_m6_142d6420f2e70107 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "VisitorType", + CAST("TrafficType" AS REAL) AS "TrafficType_num" + FROM "m6" + WHERE "OperatingSystems" = '2' +), +"ranked" AS ( + SELECT + "VisitorType", + "TrafficType_num", + CUME_DIST() OVER ( + PARTITION BY "VisitorType" + ORDER BY "TrafficType_num" + ) AS "cd" + FROM "filtered" +) +SELECT + "VisitorType", + MIN("TrafficType_num") AS "conditional_percentile" +FROM "ranked" +WHERE "cd" >= 0.9 +GROUP BY "VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e99df31afdf2861d6e746c65dd3dbae53738479d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"TrafficType\" AS REAL) AS \"TrafficType_num\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" = '2'\n),\n\"ranked\" AS (\n SELECT\n \"VisitorType\",\n \"TrafficType_num\",\n CUME_DIST() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY \"TrafficType_num\"\n ) AS \"cd\"\n FROM \"filtered\"\n)\nSELECT\n \"VisitorType\",\n MIN(\"TrafficType_num\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"cd\" >= 0.9\nGROUP BY \"VisitorType\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"TrafficType\\\" AS REAL) AS \\\"TrafficType_num\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" = '2'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n \\\"TrafficType_num\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY \\\"TrafficType_num\\\"\\n ) AS \\\"cd\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"TrafficType_num\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"cd\\\" >= 0.9\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"VisitorType\", \"conditional_percentile\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"conditional_percentile\": 10.0}, {\"VisitorType\": \"Other\", \"conditional_percentile\": 10.0}, {\"VisitorType\": \"New_Visitor\", \"conditional_percentile\": 8.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 19.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55a46227c8d5d14a7e0a4729c27d1028bf8ecd48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:03:56.662010+00:00", + "ended_at": "2026-05-04T07:04:13.445225+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_692f698cad0b838e", + "problem_id": "v2p_m6_142d6420f2e70107", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=TrafficType, condition_col=OperatingSystems.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "TrafficType", + "condition_col": "OperatingSystems", + "condition_value": "2", + "positive_value": "2", + "negative_value": "1", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_692f698cad0b838e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_692f698cad0b838e", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 2432, + "output_tokens": 432, + "total_tokens": 23415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 277, + "estimated_total_tokens": 3169, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16729.06, + "sql_execution_elapsed_ms_total": 19.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_692f698cad0b838e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21860e9a7c4e578b61dcd06eec2a66d9b17f8154 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:04:13.412271+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16729.06, "started_at": "2026-05-04T07:03:56.665202+00:00", "ended_at": "2026-05-04T07:04:13.394165+00:00", "prompt_metrics": {"chars": 10922, "bytes_utf8": 10922, "lines": 317, "estimated_tokens": 2892}, "response_metrics": {"chars": 1041, "bytes_utf8": 1041, "lines": 1, "estimated_tokens": 277}, "usage": {"input_tokens": 22983, "cached_input_tokens": 2432, "output_tokens": 432}, "stderr_preview": "2026-05-04T07:03:56.919480Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:59.555201Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Used the planned template bindings with group_col=\\\"VisitorType\\\", measure_col=\\\"TrafficType\\\", and condition_col=\\\"OperatingSystems\\\" filtered to value '2'. Because SQLite does not support PERCENTILE_CONT, the 0.9 quantile is approximated portably as the smallest value whose CUME_DIST is at least 0.9 within each VisitorType group. TrafficType is CAST to REA"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1df2e145aaa812a462d189161e6906956804d78e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_692f698cad0b838e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_692f698cad0b838e", + "api_calls": 0, + "input_tokens": 22983, + "cached_input_tokens": 2432, + "output_tokens": 432, + "total_tokens": 23415, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2892, + "estimated_output_tokens": 277, + "estimated_total_tokens": 3169, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16729.06, + "sql_execution_elapsed_ms_total": 19.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_692f698cad0b838e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afbfcd045ac76546af940edc3e94451c05b0729f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10706, "bytes_utf8": 10706, "lines": 316, "estimated_tokens": 2862}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22951, "cached_input_tokens": 19840, "output_tokens": 134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7384804223c6cf8d1bda86bf51eee463561c12c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6af9830b4dca92f1", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12489.76, + "sql_execution_elapsed_ms_total": 7.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6af9830b4dca92f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c106db029adf1308d2e82bb8b125353b7ec64c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:12:39.007314+00:00", + "ended_at": "2026-05-04T07:12:51.497510+00:00", + "elapsed_ms": 12489.76, + "prompt_metrics": { + "chars": 10706, + "bytes_utf8": 10706, + "lines": 316, + "estimated_tokens": 2862 + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 489, + "bytes_utf8": 489, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22951, + "cached_input_tokens": 19840, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96c13bcf2bfa04c125fdfa3bdec7cc4924ccc1a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ProductRelated", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23fcb2367ce23ae24965691527251d7a404e9c51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-f6e5-75e0-bfdc-7d76d9817919"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"VisitorType\\\", measure_col=\\\"ProductRelated\\\", predicate_col=\\\"BounceRates\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22951,"cached_input_tokens":19840,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad3601a949c9c842b359a0b5ef81876cd1529ef1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the required template with fixed bindings: group_col=\"VisitorType\", measure_col=\"ProductRelated\", predicate_col=\"BounceRates\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5b7c5442cb162202a9d6ff7b644ef97d458e85e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:39.232940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:41.697079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:50.721199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5164cbdcceb52445781900b360cf4421983ea3ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=ProductRelated. +Result preview: [{"VisitorType": "Returning_Visitor", "total_measure": 48933.0}, {"VisitorType": "New_Visitor", "total_measure": 440.0}, {"VisitorType": "Other", "total_measure": 238.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..326f0030fcec5be642f1574a7001bd7105d32a5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_6af9830b4dca92f1 +-- problem_id: v2p_m6_98a2289104afbe22 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8db986e4cc8a8145fe282d03c38e44a2b635871 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"VisitorType\", SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"VisitorType\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"VisitorType\\\", SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"VisitorType\", \"total_measure\"], \"rows\": [{\"VisitorType\": \"Returning_Visitor\", \"total_measure\": 48933.0}, {\"VisitorType\": \"New_Visitor\", \"total_measure\": 440.0}, {\"VisitorType\": \"Other\", \"total_measure\": 238.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3eeff9c1bb9397854bf7ee39948ae2ce7e7b11c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:12:39.003049+00:00", + "ended_at": "2026-05-04T07:12:51.554521+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6af9830b4dca92f1", + "problem_id": "v2p_m6_98a2289104afbe22", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=VisitorType, measure_col=ProductRelated.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ProductRelated", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6af9830b4dca92f1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6af9830b4dca92f1", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12489.76, + "sql_execution_elapsed_ms_total": 7.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6af9830b4dca92f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06ba20a084e586747fa07fd87854ade5f4e8f55b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:51.524169+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12489.76, "started_at": "2026-05-04T07:12:39.007314+00:00", "ended_at": "2026-05-04T07:12:51.497510+00:00", "prompt_metrics": {"chars": 10706, "bytes_utf8": 10706, "lines": 316, "estimated_tokens": 2862}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22951, "cached_input_tokens": 19840, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:12:39.232940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:41.697079Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"VisitorType\\\", measure_col=\\\"ProductRelated\\\", predicate_col=\\\"BounceRates\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8b05e24c6d0188b4a499f2ec55ccdc3e28f58a83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6af9830b4dca92f1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6af9830b4dca92f1", + "api_calls": 0, + "input_tokens": 22951, + "cached_input_tokens": 19840, + "output_tokens": 134, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2862, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12489.76, + "sql_execution_elapsed_ms_total": 7.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6af9830b4dca92f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..347e45970549da672b0c90022e40d8bf024358e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10408, "bytes_utf8": 10408, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..adefe2e701a2fbe14d458e2756b3fba07d64d429 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6ba967984e4c5362", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 109, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11681.85, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6ba967984e4c5362\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0b7956fe60a1773c2354d8f5c3f25d30bf934bc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:09:52.608708+00:00", + "ended_at": "2026-05-04T07:10:04.290815+00:00", + "elapsed_ms": 11681.85, + "prompt_metrics": { + "chars": 10408, + "bytes_utf8": 10408, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 708, + "bytes_utf8": 708, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 380, + "bytes_utf8": 380, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..225885a7dee927b44c627ac117053135d921591b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Weekend", + "measure_col": "PageValues", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfccce36105f15c962de2a5c4a07ea4709ce89c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-6d0a-7c61-b74a-c21da1681b3e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"PageValues\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"Weekend\\\" and measure_col=\\\"PageValues\\\". CAST to REAL is needed because the SQLite schema stores \\\"PageValues\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1207506f6d8e5895d8d4d1ed2326f9b5e6c542 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"PageValues\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"Weekend\" and measure_col=\"PageValues\". CAST to REAL is needed because the SQLite schema stores \"PageValues\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40003404a2f1241c22687f5911a3b12ce36402a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:52.895176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:55.350363Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:03.070672Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d457095ee5afd0999abfe3aa593eff6fa2eaa5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues. +Result preview: [{"Weekend": "TRUE", "avg_measure": 6.294020289637727}, {"Weekend": "FALSE", "avg_measure": 5.766571470759987}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f5932297f5117417b0aa4bb824ef2ad9174c700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_6ba967984e4c5362 +-- problem_id: v2p_m6_222398163b9b98b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("PageValues" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b9d36ac417228a613b30a86b3e2965ac1690506 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"PageValues\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"PageValues\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Weekend\", \"avg_measure\"], \"rows\": [{\"Weekend\": \"TRUE\", \"avg_measure\": 6.294020289637727}, {\"Weekend\": \"FALSE\", \"avg_measure\": 5.766571470759987}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fe89b5303db5c2fcd21123444053faba68c8cf98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:09:52.605976+00:00", + "ended_at": "2026-05-04T07:10:04.328182+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6ba967984e4c5362", + "problem_id": "v2p_m6_222398163b9b98b2", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues.", + "bindings": { + "group_col": "Weekend", + "measure_col": "PageValues", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6ba967984e4c5362.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6ba967984e4c5362", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 109, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11681.85, + "sql_execution_elapsed_ms_total": 8.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6ba967984e4c5362\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d6e49b434bde0e7eeb620fb97a319abe40546f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ba967984e4c5362/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:04.307803+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11681.85, "started_at": "2026-05-04T07:09:52.608708+00:00", "ended_at": "2026-05-04T07:10:04.290815+00:00", "prompt_metrics": {"chars": 10408, "bytes_utf8": 10408, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 380, "bytes_utf8": 380, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:09:52.895176Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:55.350363Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Administrative.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Browser", + "measure_col": "Administrative", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4760d7fa03ef6472686760df66f46edd96a9391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-984b-7870-9ff2-848a30d10b9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING SUM(CAST(\\\"Administrative\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Browser\\\" and measure_col=\\\"Administrative\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":21888,"output_tokens":191}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c2ce87652f4ab3295f309b73f08cbf6ea5f3d94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Browser\", SUM(CAST(\"Administrative\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING SUM(CAST(\"Administrative\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"Browser\" and measure_col=\"Administrative\". CAST to REAL is applied because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e568185e07243c3459095a1d8e689295336c4e02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:11.283535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:13.752802Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:24.708742Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d251c392a5cf3cdf13adb53899980e04b6bdead0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Administrative. +Result preview: [{"Browser": "2", "total_measure": 19345.0}, {"Browser": "1", "total_measure": 5376.0}, {"Browser": "4", "total_measure": 1460.0}, {"Browser": "5", "total_measure": 1056.0}, {"Browser": "10", "total_measure": 376.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dd3a4538c6c433cefa0f68fc15624eac032de03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_6e007a9a759729fb +-- problem_id: v2p_m6_a62a91188f086b80 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Administrative" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Browser" +HAVING SUM(CAST("Administrative" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f7881898767178a06baaf53b8dbbd4bc99bd0f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Browser\", SUM(CAST(\"Administrative\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING SUM(CAST(\"Administrative\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING SUM(CAST(\\\"Administrative\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 19345.0}, {\"Browser\": \"1\", \"total_measure\": 5376.0}, {\"Browser\": \"4\", \"total_measure\": 1460.0}, {\"Browser\": \"5\", \"total_measure\": 1056.0}, {\"Browser\": \"10\", \"total_measure\": 376.0}, {\"Browser\": \"6\", \"total_measure\": 334.0}, {\"Browser\": \"8\", \"total_measure\": 189.0}, {\"Browser\": \"3\", \"total_measure\": 141.0}, {\"Browser\": \"7\", \"total_measure\": 137.0}, {\"Browser\": \"13\", \"total_measure\": 107.0}, {\"Browser\": \"12\", \"total_measure\": 19.0}, {\"Browser\": \"11\", \"total_measure\": 4.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c4d936234822f258bc49597e97d138afdf951295 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:35:10.984932+00:00", + "ended_at": "2026-05-04T07:35:25.477920+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6e007a9a759729fb", + "problem_id": "v2p_m6_a62a91188f086b80", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Administrative.", + "bindings": { + "group_col": "Browser", + "measure_col": "Administrative", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6e007a9a759729fb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6e007a9a759729fb", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 23100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2930, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14449.95, + "sql_execution_elapsed_ms_total": 10.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6e007a9a759729fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9b8cba83d43444eb7baa2f1184f7d1fc24da84d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:25.458331+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14449.95, "started_at": "2026-05-04T07:35:10.988169+00:00", "ended_at": "2026-05-04T07:35:25.438178+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2820}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22909, "cached_input_tokens": 21888, "output_tokens": 191}, "stderr_preview": "2026-05-04T07:35:11.283535Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:13.752802Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Browser\\\" and measure_col=\\\"Administrative\\\". CAST to REAL is applied because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e7b9ef0ccc149fa2271b3795cfad70b4a2dbaba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6e007a9a759729fb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6e007a9a759729fb", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 21888, + "output_tokens": 191, + "total_tokens": 23100, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2930, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14449.95, + "sql_execution_elapsed_ms_total": 10.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6e007a9a759729fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8fc5607740b75bd461dfca3ccfdb8fd1ee199aab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10441, "bytes_utf8": 10441, "lines": 312, "estimated_tokens": 2783}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22874, "cached_input_tokens": 2432, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8861c3e1c6984aab6825d890c4b73eedcd486e39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6ff13be57f123eb7", + "api_calls": 0, + "input_tokens": 22874, + "cached_input_tokens": 2432, + "output_tokens": 112, + "total_tokens": 22986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2783, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11489.79, + "sql_execution_elapsed_ms_total": 9.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6ff13be57f123eb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9ab80feb0f1961641eec088edbfde97ac7d07637 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:08:41.785695+00:00", + "ended_at": "2026-05-04T07:08:53.274688+00:00", + "elapsed_ms": 11489.79, + "prompt_metrics": { + "chars": 10441, + "bytes_utf8": 10441, + "lines": 312, + "estimated_tokens": 2783 + }, + "stdout_metrics": { + "chars": 729, + "bytes_utf8": 729, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 406, + "bytes_utf8": 406, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22874, + "cached_input_tokens": 2432, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72090a3e507f8f653923412645bef06a0d327a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated_Duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..57259290e9383b01f0661e39f66f5514ca5060cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-5894-7683-a881-3d8b2eb17a18"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Region\\\" and measure_col=\\\"ProductRelated_Duration\\\". CAST to REAL is needed because the SQLite schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22874,"cached_input_tokens":2432,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5accae734e74e07f110c7d4fed520b2ca4962383 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"ProductRelated_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Region\" and measure_col=\"ProductRelated_Duration\". CAST to REAL is needed because the SQLite schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..334f1fe646a54cb786774f967c8d626a51c3d327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:42.093704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:44.386446Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:52.416342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ccaa6f53b97e4eb1fbe35fc9a07ae393367660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration. +Result preview: [{"Region": "1", "avg_measure": 1276.1073540241807}, {"Region": "3", "avg_measure": 1188.4084239221265}, {"Region": "2", "avg_measure": 1182.4450680974182}, {"Region": "5", "avg_measure": 1147.7629541485849}, {"Region": "7", "avg_measure": 1142.4885461818003}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2fa39f210b20b2133d9641bb5e9be85fdbed4de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_6ff13be57f123eb7 +-- problem_id: v2p_m6_891ad643e23e99e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("ProductRelated_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4878760074d2692e5473e215fd254843a7c39e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"ProductRelated_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Region\", \"avg_measure\"], \"rows\": [{\"Region\": \"1\", \"avg_measure\": 1276.1073540241807}, {\"Region\": \"3\", \"avg_measure\": 1188.4084239221265}, {\"Region\": \"2\", \"avg_measure\": 1182.4450680974182}, {\"Region\": \"5\", \"avg_measure\": 1147.7629541485849}, {\"Region\": \"7\", \"avg_measure\": 1142.4885461818003}, {\"Region\": \"9\", \"avg_measure\": 1120.934195828317}, {\"Region\": \"4\", \"avg_measure\": 1113.594595244055}, {\"Region\": \"8\", \"avg_measure\": 1095.784162377304}, {\"Region\": \"6\", \"avg_measure\": 1035.2369996949317}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e24596a3f45f4ec86483b5529163fd15c0c9e0fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:08:41.781446+00:00", + "ended_at": "2026-05-04T07:08:53.311012+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_6ff13be57f123eb7", + "problem_id": "v2p_m6_891ad643e23e99e7", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated_Duration", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_6ff13be57f123eb7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_6ff13be57f123eb7", + "api_calls": 0, + "input_tokens": 22874, + "cached_input_tokens": 2432, + "output_tokens": 112, + "total_tokens": 22986, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2783, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11489.79, + "sql_execution_elapsed_ms_total": 9.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_6ff13be57f123eb7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6fd180f50ccefd413bfea6ab8d7b6ec19356f6b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_6ff13be57f123eb7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:53.291694+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11489.79, "started_at": "2026-05-04T07:08:41.785695+00:00", "ended_at": "2026-05-04T07:08:53.274688+00:00", "prompt_metrics": {"chars": 10441, "bytes_utf8": 10441, "lines": 312, "estimated_tokens": 2783}, "response_metrics": {"chars": 406, "bytes_utf8": 406, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22874, "cached_input_tokens": 2432, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:08:42.093704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:44.386446Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Region", + "measure_col": "Informational", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..286bbd76f6fbd96cdea942aef4a947918f094671 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-0531-78e2-91d1-7c8dbc7adf87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"Administrative\\\", predicate_op=\\\">=\\\", predicate_value=4.0, top_k=12. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":145}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ff80823fda394a78a0822d2b0ad33a7891a716b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required template with fixed bindings: group_col=\"Region\", measure_col=\"Informational\", predicate_col=\"Administrative\", predicate_op=\">=\", predicate_value=4.0, top_k=12. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d524dfa15a9d2b677fac1f801f9a5c69f14d3106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:37.362643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:39.908394Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:47.513426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca811f9820117b64879daf3cf58acb20e32aac34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Informational. +Result preview: [{"Region": "1", "total_measure": 1465.0}, {"Region": "3", "total_measure": 729.0}, {"Region": "4", "total_measure": 349.0}, {"Region": "2", "total_measure": 344.0}, {"Region": "6", "total_measure": 230.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40279e89919adb5d4b2cfd775846ed20042e58a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7248f78c87278a8e +-- problem_id: v2p_m6_f01dd14bf1dbad8f +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fd60095104cc6c5c8f59eb43e030258f37bf990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 1465.0}, {\"Region\": \"3\", \"total_measure\": 729.0}, {\"Region\": \"4\", \"total_measure\": 349.0}, {\"Region\": \"2\", \"total_measure\": 344.0}, {\"Region\": \"6\", \"total_measure\": 230.0}, {\"Region\": \"7\", \"total_measure\": 193.0}, {\"Region\": \"8\", \"total_measure\": 111.0}, {\"Region\": \"9\", \"total_measure\": 106.0}, {\"Region\": \"5\", \"total_measure\": 73.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0811d10f1a76ff085ae051aae34b4ab6de9a8c85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:37.120111+00:00", + "ended_at": "2026-05-04T07:11:48.328871+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7248f78c87278a8e", + "problem_id": "v2p_m6_f01dd14bf1dbad8f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=Informational.", + "bindings": { + "group_col": "Region", + "measure_col": "Informational", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7248f78c87278a8e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7248f78c87278a8e", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11160.67, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7248f78c87278a8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2cc9a5bcf082586a09f1ffdcc83bad408626d95b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:48.302541+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11160.67, "started_at": "2026-05-04T07:11:37.123326+00:00", "ended_at": "2026-05-04T07:11:48.283916+00:00", "prompt_metrics": {"chars": 10688, "bytes_utf8": 10688, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 145}, "stderr_preview": "2026-05-04T07:11:37.362643Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:39.908394Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"Administrative\\\", predicate_op=\\\">=\\\", predicate_value=4.0, top_k=12. Cast numeric-text columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8dfa7496aa068aeb96c91d26c8c13269f4b30a0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7248f78c87278a8e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7248f78c87278a8e", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 145, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2986, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11160.67, + "sql_execution_elapsed_ms_total": 4.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7248f78c87278a8e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae803114007e2ac96292dcdf994ddd33e146349b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10831, "bytes_utf8": 10831, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22990, "cached_input_tokens": 19840, "output_tokens": 205}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..954eac6e4afaaebad1a10fd6c9804b382acdf989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_72ed4cfc7573dc2d", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12808.34, + "sql_execution_elapsed_ms_total": 24.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_72ed4cfc7573dc2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4efdae108de7b49dfca7b591bbcd9f537a5c16f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:59:02.899432+00:00", + "ended_at": "2026-05-04T06:59:15.708484+00:00", + "elapsed_ms": 12808.34, + "prompt_metrics": { + "chars": 10831, + "bytes_utf8": 10831, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 1000, + "bytes_utf8": 1000, + "lines": 4, + "estimated_tokens": 287 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13230 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 650, + "bytes_utf8": 650, + "lines": 1, + "estimated_tokens": 161 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 205 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2c05fc8986bc5d3fe4da795316b5dd0af2011303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "item_col": "BounceRates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e72dcae653d4b88901d3bcf039cfdee3b918a147 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-82f5-7560-9969-56a64e8b18f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Weekend\\\", item_col=\\\"BounceRates\\\", and measure_col=\\\"Informational_Duration\\\". Cast measure values to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":19840,"output_tokens":205}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1e79677c0f37dc6e489ddebe24b3d9629557fd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"BounceRates\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"BounceRates\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Weekend\", item_col=\"BounceRates\", and measure_col=\"Informational_Duration\". Cast measure values to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11e79b1fa218ae641915ac221be4f3f0c93f5f96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:03.144202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:05.445310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:14.671331Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8afc5728f89e847381a047ebc664cce27bdfbdbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration. +Result preview: [{"Weekend": "FALSE", "BounceRates": "0", "total_measure": 77039.49166673, "share_within_group": 24.970339699437414}, {"Weekend": "TRUE", "BounceRates": "0", "total_measure": 26529.27857144, "share_within_group": 22.767874679012014}, {"Weekend": "TRUE", "BounceRates": "0.009677419", "total_measure": 2252.033333, "share_within_group": 1.9327330202601358}, {"Weekend": "TRUE", "BounceRates": "0.003571429", "total_measure": 2208.9, "share_within_group": 1.895715265797362}, {"Weekend": "TRUE", "BounceRates": "0.004851285", "total_measure": 2050.433333, "share_within_group": 1.759716497291804}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..477e36a0c2bd6796b803864cb102d9c256ffa7d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_72ed4cfc7573dc2d +-- problem_id: v2p_m6_082eb0331420143a +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "BounceRates", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..927a452ff75ad671d0cc16cd8c9d39ae415571d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Weekend\", \"BounceRates\",\n SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Informational_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Informational_Duration\" AS REAL))) OVER (PARTITION BY \"Weekend\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Weekend\", \"BounceRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Weekend\\\", \\\"BounceRates\\\",\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Informational_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Weekend\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\", \\\"BounceRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Weekend\", \"BounceRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Weekend\": \"FALSE\", \"BounceRates\": \"0\", \"total_measure\": 77039.49166673, \"share_within_group\": 24.970339699437414}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0\", \"total_measure\": 26529.27857144, \"share_within_group\": 22.767874679012014}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009677419\", \"total_measure\": 2252.033333, \"share_within_group\": 1.9327330202601358}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003571429\", \"total_measure\": 2208.9, \"share_within_group\": 1.895715265797362}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.004851285\", \"total_measure\": 2050.433333, \"share_within_group\": 1.759716497291804}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006896552\", \"total_measure\": 1968.5, \"share_within_group\": 1.6893999278926646}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.015384615\", \"total_measure\": 1907.8, \"share_within_group\": 1.6373061632886083}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.002\", \"total_measure\": 1839.25, \"share_within_group\": 1.5784753961780968}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003294118\", \"total_measure\": 1830.5, \"share_within_group\": 1.5709659984798185}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.002883379\", \"total_measure\": 1778.0, \"share_within_group\": 1.5259096122901488}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008181818\", \"total_measure\": 1494.5, \"share_within_group\": 1.2826051268659322}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.016666667\", \"total_measure\": 1463.6, \"share_within_group\": 1.2560862252800122}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.005714286\", \"total_measure\": 3676.0333333, \"share_within_group\": 1.1914902226515744}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003125\", \"total_measure\": 1357.0833333, \"share_within_group\": 1.1646718239376972}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.001290323\", \"total_measure\": 1193.125, \"share_within_group\": 1.0239600147152328}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009530632\", \"total_measure\": 1174.0, \"share_within_group\": 1.007546616888996}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.004761905\", \"total_measure\": 1173.7166667000001, \"share_within_group\": 1.0073034554683256}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.02\", \"total_measure\": 3035.0, \"share_within_group\": 0.9837160052358027}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008\", \"total_measure\": 1135.725, \"share_within_group\": 0.974698365814527}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014285714\", \"total_measure\": 1133.9, \"share_within_group\": 0.9731321200088863}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014979592\", \"total_measure\": 1093.3, \"share_within_group\": 0.938288514688875}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.000980392\", \"total_measure\": 1069.5066667, \"share_within_group\": 0.9178686744240306}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.016666667\", \"total_measure\": 2749.6666667, \"share_within_group\": 0.8912326553858878}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.008844998\", \"total_measure\": 1024.25, \"share_within_group\": 0.8790286391384616}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.02173913\", \"total_measure\": 1009.733333, \"share_within_group\": 0.866570190480579}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.007542901\", \"total_measure\": 991.25, \"share_within_group\": 0.850707482104955}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006666667\", \"total_measure\": 972.48, \"share_within_group\": 0.8345987512710483}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.000764406\", \"total_measure\": 2549.375, \"share_within_group\": 0.8263133413008318}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003703704\", \"total_measure\": 942.9, \"share_within_group\": 0.8092126959664686}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.010869565\", \"total_measure\": 930.0, \"share_within_group\": 0.798141698217007}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014132104\", \"total_measure\": 886.5, \"share_within_group\": 0.7608092639455662}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.00376506\", \"total_measure\": 886.25, \"share_within_group\": 0.7605947097256155}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006451613\", \"total_measure\": 876.3333333, \"share_within_group\": 0.7520840589722929}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.000123762\", \"total_measure\": 853.75, \"share_within_group\": 0.7327026611320104}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.002988954\", \"total_measure\": 2256.916667, \"share_within_group\": 0.7315206088340502}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.02962963\", \"total_measure\": 2201.3, \"share_within_group\": 0.7134939183939285}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.003921569\", \"total_measure\": 802.5, \"share_within_group\": 0.6887190460420947}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.013131313\", \"total_measure\": 759.5, \"share_within_group\": 0.6518157202105557}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.014155251\", \"total_measure\": 759.0, \"share_within_group\": 0.651386611770654}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.010810811\", \"total_measure\": 742.0, \"share_within_group\": 0.6367969248139991}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.005315857\", \"total_measure\": 1949.166667, \"share_within_group\": 0.6317714817792501}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.006631763\", \"total_measure\": 733.8, \"share_within_group\": 0.6297595463996125}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.009444444\", \"total_measure\": 725.5, \"share_within_group\": 0.6226363462972457}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.008333333\", \"total_measure\": 1920.85, \"share_within_group\": 0.622593373527905}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.005882353\", \"total_measure\": 711.36666667, \"share_within_group\": 0.6105068810655541}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.014285714\", \"total_measure\": 1881.15, \"share_within_group\": 0.6097256551068634}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.02\", \"total_measure\": 707.4, \"share_within_group\": 0.6071026207728072}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.001869159\", \"total_measure\": 706.6, \"share_within_group\": 0.6064160472689646}, {\"Weekend\": \"FALSE\", \"BounceRates\": \"0.002857143\", \"total_measure\": 1867.95, \"share_within_group\": 0.6054472197628394}, {\"Weekend\": \"TRUE\", \"BounceRates\": \"0.012\", \"total_measure\": 704.25, \"share_within_group\": 0.604399237601427}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 24.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a84cbd0e60e8faa044468776a6fb67d86648c320 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:59:02.892330+00:00", + "ended_at": "2026-05-04T06:59:15.768843+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_72ed4cfc7573dc2d", + "problem_id": "v2p_m6_082eb0331420143a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, measure_col=Informational_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Informational_Duration", + "item_col": "BounceRates", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_72ed4cfc7573dc2d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_72ed4cfc7573dc2d", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3060, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12808.34, + "sql_execution_elapsed_ms_total": 24.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_72ed4cfc7573dc2d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..afd5c8eddd198408eb433b53505d67eae281a4c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_72ed4cfc7573dc2d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:15.726523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12808.34, "started_at": "2026-05-04T06:59:02.899432+00:00", "ended_at": "2026-05-04T06:59:15.708484+00:00", "prompt_metrics": {"chars": 10831, "bytes_utf8": 10831, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 650, "bytes_utf8": 650, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22990, "cached_input_tokens": 19840, "output_tokens": 205}, "stderr_preview": "2026-05-04T06:59:03.144202Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:05.445310Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated_Duration", + "item_col": "PageValues", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6778680a887ec5726651fd529e5d10403a83ee5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-4ecf-7512-9853-35dc8fc3e606"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with bound roles group_col=\\\"Administrative\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"ProductRelated_Duration\\\". Cast the measure to REAL because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22992,"cached_input_tokens":19840,"output_tokens":178}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6f1337488e65ccad2e3db27241c2409abadeae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"PageValues\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Used the required template with bound roles group_col=\"Administrative\", item_col=\"PageValues\", and measure_col=\"ProductRelated_Duration\". Cast the measure to REAL because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94890d7f9504c59e488e028560b77da0f02700db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:55.351904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:57.838836Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:06.979005Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc635c751b1d319a718ff57c88b60ab9b604ec40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated_Duration. +Result preview: [{"Administrative": "26", "PageValues": "19.56746389", "total_measure": 9676.09318, "share_within_group": 100.0}, {"Administrative": "27", "PageValues": "4.511100422", "total_measure": 24844.1562, "share_within_group": 100.0}, {"Administrative": "0", "PageValues": "0", "total_measure": 3282890.52148567, "share_within_group": 85.01719344023246}, {"Administrative": "1", "PageValues": "0", "total_measure": 1076049.15433132, "share_within_group": 66.33206550184016}, {"Administrative": "23", "PageValues": "6.277683942", "total_measure": 9100.402959, "share_within_group": 64.62233470061636}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcb501b82623a5bf4acb552d225584404af97cac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_73a3d9f8ef8c3239 +-- problem_id: v2p_m6_be2aaa2013a2ed66 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "PageValues", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e0a699a9f01f4c35e77e4d6960da4b2180177ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"PageValues\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Administrative\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Administrative\": \"26\", \"PageValues\": \"19.56746389\", \"total_measure\": 9676.09318, \"share_within_group\": 100.0}, {\"Administrative\": \"27\", \"PageValues\": \"4.511100422\", \"total_measure\": 24844.1562, \"share_within_group\": 100.0}, {\"Administrative\": \"0\", \"PageValues\": \"0\", \"total_measure\": 3282890.52148567, \"share_within_group\": 85.01719344023246}, {\"Administrative\": \"1\", \"PageValues\": \"0\", \"total_measure\": 1076049.15433132, \"share_within_group\": 66.33206550184016}, {\"Administrative\": \"23\", \"PageValues\": \"6.277683942\", \"total_measure\": 9100.402959, \"share_within_group\": 64.62233470061636}, {\"Administrative\": \"21\", \"PageValues\": \"0\", \"total_measure\": 3888.278636, \"share_within_group\": 64.25717797114109}, {\"Administrative\": \"3\", \"PageValues\": \"0\", \"total_measure\": 702776.949819873, \"share_within_group\": 63.223445718480676}, {\"Administrative\": \"4\", \"PageValues\": \"0\", \"total_measure\": 688724.53915296, \"share_within_group\": 62.23595050351241}, {\"Administrative\": \"2\", \"PageValues\": \"0\", \"total_measure\": 809324.03113548, \"share_within_group\": 61.39297506568158}, {\"Administrative\": \"5\", \"PageValues\": \"0\", \"total_measure\": 610223.17671851, \"share_within_group\": 56.35742018790208}, {\"Administrative\": \"20\", \"PageValues\": \"8.4031637\", \"total_measure\": 27009.85943, \"share_within_group\": 53.642140970330665}, {\"Administrative\": \"24\", \"PageValues\": \"2.613452922\", \"total_measure\": 8699.407065, \"share_within_group\": 48.17978380620415}, {\"Administrative\": \"20\", \"PageValues\": \"0.150650498\", \"total_measure\": 23342.08205, \"share_within_group\": 46.357859029669335}, {\"Administrative\": \"17\", \"PageValues\": \"0.763828956\", \"total_measure\": 43171.23338, \"share_within_group\": 44.17548680530772}, {\"Administrative\": \"6\", \"PageValues\": \"0\", \"total_measure\": 326379.14779088, \"share_within_group\": 42.4893024540693}, {\"Administrative\": \"7\", \"PageValues\": \"0\", \"total_measure\": 299588.38830853, \"share_within_group\": 41.5860084610487}, {\"Administrative\": \"8\", \"PageValues\": \"0\", \"total_measure\": 245103.30777867, \"share_within_group\": 40.1030280156494}, {\"Administrative\": \"18\", \"PageValues\": \"0\", \"total_measure\": 23317.4321534, \"share_within_group\": 39.77279791581366}, {\"Administrative\": \"22\", \"PageValues\": \"2.038399449\", \"total_measure\": 6241.687398, \"share_within_group\": 38.44627673607123}, {\"Administrative\": \"10\", \"PageValues\": \"0\", \"total_measure\": 160387.04025328, \"share_within_group\": 36.14022486467329}, {\"Administrative\": \"21\", \"PageValues\": \"0.548811351\", \"total_measure\": 2162.840879, \"share_within_group\": 35.742822028858896}, {\"Administrative\": \"16\", \"PageValues\": \"0\", \"total_measure\": 24592.9916096, \"share_within_group\": 31.905877870433635}, {\"Administrative\": \"15\", \"PageValues\": \"0\", \"total_measure\": 52273.514357, \"share_within_group\": 31.626857100061926}, {\"Administrative\": \"19\", \"PageValues\": \"3.459384236\", \"total_measure\": 9661.585763, \"share_within_group\": 31.12049362485979}, {\"Administrative\": \"9\", \"PageValues\": \"0\", \"total_measure\": 157354.90021043, \"share_within_group\": 31.07588487354116}, {\"Administrative\": \"11\", \"PageValues\": \"0\", \"total_measure\": 111547.8968598, \"share_within_group\": 30.606973025010284}, {\"Administrative\": \"19\", \"PageValues\": \"2.873954681\", \"total_measure\": 9487.639162, \"share_within_group\": 30.560202155087065}, {\"Administrative\": \"13\", \"PageValues\": \"0\", \"total_measure\": 52696.9188225, \"share_within_group\": 27.338410120453723}, {\"Administrative\": \"22\", \"PageValues\": \"177.5288252\", \"total_measure\": 4295.305066, \"share_within_group\": 26.457346660167474}, {\"Administrative\": \"12\", \"PageValues\": \"0\", \"total_measure\": 73142.2200288, \"share_within_group\": 24.659357794093523}, {\"Administrative\": \"17\", \"PageValues\": \"0\", \"total_measure\": 23662.363451999998, \"share_within_group\": 24.212799649603657}, {\"Administrative\": \"24\", \"PageValues\": \"6.149343862\", \"total_measure\": 4339.534423, \"share_within_group\": 24.03357249034775}, {\"Administrative\": \"23\", \"PageValues\": \"7.311892217\", \"total_measure\": 3142.941176, \"share_within_group\": 22.31815421084815}, {\"Administrative\": \"18\", \"PageValues\": \"7.231074783\", \"total_measure\": 12959.91515, \"share_within_group\": 22.105868385335132}, {\"Administrative\": \"22\", \"PageValues\": \"8.508237502\", \"total_measure\": 3373.015865, \"share_within_group\": 20.776417194892126}, {\"Administrative\": \"24\", \"PageValues\": \"0.870148477\", \"total_measure\": 3428.527381, \"share_within_group\": 18.988157095765388}, {\"Administrative\": \"14\", \"PageValues\": \"0\", \"total_measure\": 23688.07893117, \"share_within_group\": 15.22875817210999}, {\"Administrative\": \"22\", \"PageValues\": \"7.935285933\", \"total_measure\": 2324.820965, \"share_within_group\": 14.319959408869162}, {\"Administrative\": \"19\", \"PageValues\": \"8.466384757\", \"total_measure\": 4269.493146, \"share_within_group\": 13.752269812716413}, {\"Administrative\": \"18\", \"PageValues\": \"6.738395238\", \"total_measure\": 7706.546429, \"share_within_group\": 13.145140156642803}, {\"Administrative\": \"23\", \"PageValues\": \"0\", \"total_measure\": 1839.098106, \"share_within_group\": 13.059511088535485}, {\"Administrative\": \"14\", \"PageValues\": \"5.697658998\", \"total_measure\": 18171.79454, \"share_within_group\": 11.68241060860313}, {\"Administrative\": \"19\", \"PageValues\": \"0.447038663\", \"total_measure\": 3276.190541, \"share_within_group\": 10.552788056332286}, {\"Administrative\": \"19\", \"PageValues\": \"4.642\", \"total_measure\": 3179.354257, \"share_within_group\": 10.240873114748062}, {\"Administrative\": \"24\", \"PageValues\": \"0\", \"total_measure\": 1588.666667, \"share_within_group\": 8.798486607682719}, {\"Administrative\": \"16\", \"PageValues\": \"4.083948025\", \"total_measure\": 6606.726779, \"share_within_group\": 8.571280024826793}, {\"Administrative\": \"17\", \"PageValues\": \"13.91832377\", \"total_measure\": 8282.214508, \"share_within_group\": 8.474876186566856}, {\"Administrative\": \"18\", \"PageValues\": \"10.15064372\", \"total_measure\": 4948.398759, \"share_within_group\": 8.440537643844813}, {\"Administrative\": \"15\", \"PageValues\": \"45.15513521\", \"total_measure\": 13717.40205, \"share_within_group\": 8.299390614079705}, {\"Administrative\": \"14\", \"PageValues\": \"0.067049546\", \"total_measure\": 12166.69424, \"share_within_group\": 7.8218096483610475}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..982e0b85cb46248ce5b4ffa3b1799032cd21b960 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:59:55.032987+00:00", + "ended_at": "2026-05-04T07:00:07.968156+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_73a3d9f8ef8c3239", + "problem_id": "v2p_m6_be2aaa2013a2ed66", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated_Duration", + "item_col": "PageValues", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_73a3d9f8ef8c3239.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_73a3d9f8ef8c3239", + "api_calls": 0, + "input_tokens": 22992, + "cached_input_tokens": 19840, + "output_tokens": 178, + "total_tokens": 23170, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2901, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12868.04, + "sql_execution_elapsed_ms_total": 25.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_73a3d9f8ef8c3239\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99b1dc8879f05bea4ae6da8af8011bb38d94610b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_73a3d9f8ef8c3239/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:07.934122+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12868.04, "started_at": "2026-05-04T06:59:55.048530+00:00", "ended_at": "2026-05-04T07:00:07.917052+00:00", "prompt_metrics": {"chars": 10854, "bytes_utf8": 10854, "lines": 314, "estimated_tokens": 2901}, "response_metrics": {"chars": 681, "bytes_utf8": 681, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22992, "cached_input_tokens": 19840, "output_tokens": 178}, "stderr_preview": "2026-05-04T06:59:55.351904Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:57.838836Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "Revenue", + "measure_col": "ProductRelated", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a91f7f9ded956697c0a7be7ceae82d56413b0d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-686b-7990-969b-1377a35c4b52"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"median_per_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n),\\n\\\"stddev_per_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n SQRT(AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Revenue\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_per_group\\\" AS m\\nJOIN \\\"stddev_per_group\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Revenue\\\" = s.\\\"Revenue\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Used the bound roles Month, Revenue, and ProductRelated. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a population standard deviation formula over CAST(\\\"ProductRelated\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":562}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ad7ebf46c12ff427dacc868e507639849d9fcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"ProductRelated\" IS NOT NULL\n),\n\"median_per_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Revenue\"\n),\n\"stddev_per_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n SQRT(AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\")) AS \"measure_stddev\"\n FROM \"ranked\"\n GROUP BY \"Month\", \"Revenue\"\n)\nSELECT\n m.\"Month\",\n m.\"Revenue\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_per_group\" AS m\nJOIN \"stddev_per_group\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Revenue\" = s.\"Revenue\"\nORDER BY m.\"median_measure\" DESC;","notes":"Used the bound roles Month, Revenue, and ProductRelated. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a window-function median calculation and a population standard deviation formula over CAST(\"ProductRelated\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6996ec630f82e97e27fba6e12c864975a8a48a31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:36.667116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:39.179688Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:18:54.728798Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..429aa35078c7ff50a116b81c992e7ff905c4a268 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated. +Result preview: [{"Month": "Nov", "Revenue": "TRUE", "median_measure": 45.5, "measure_stddev": 76.30224562213493}, {"Month": "Feb", "Revenue": "TRUE", "median_measure": 27.0, "measure_stddev": 6.944222218666558}, {"Month": "Mar", "Revenue": "TRUE", "median_measure": 27.0, "measure_stddev": 27.968049727422102}, {"Month": "May", "Revenue": "TRUE", "median_measure": 24.0, "measure_stddev": 28.056118065954106}, {"Month": "Jul", "Revenue": "TRUE", "median_measure": 23.5, "measure_stddev": 52.91613684904284}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c115f775e8eacfa777fb04aaf0afa8f48e4e2a42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/generated_sql.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_7447ff04c928fead +-- problem_id: v2p_m6_42562cb3b7194b28 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Revenue", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Revenue" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "ProductRelated" IS NOT NULL +), +"median_per_group" AS ( + SELECT + "Month", + "Revenue", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Revenue" +), +"stddev_per_group" AS ( + SELECT + "Month", + "Revenue", + SQRT(AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value")) AS "measure_stddev" + FROM "ranked" + GROUP BY "Month", "Revenue" +) +SELECT + m."Month", + m."Revenue", + m."median_measure", + s."measure_stddev" +FROM "median_per_group" AS m +JOIN "stddev_per_group" AS s + ON m."Month" = s."Month" + AND m."Revenue" = s."Revenue" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b32dbb5a171459c692c42a326660d9051d69fb10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"ProductRelated\" IS NOT NULL\n),\n\"median_per_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Revenue\"\n),\n\"stddev_per_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n SQRT(AVG(\"measure_value\" * \"measure_value\") - AVG(\"measure_value\") * AVG(\"measure_value\")) AS \"measure_stddev\"\n FROM \"ranked\"\n GROUP BY \"Month\", \"Revenue\"\n)\nSELECT\n m.\"Month\",\n m.\"Revenue\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_per_group\" AS m\nJOIN \"stddev_per_group\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Revenue\" = s.\"Revenue\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"median_per_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n),\\n\\\"stddev_per_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n SQRT(AVG(\\\"measure_value\\\" * \\\"measure_value\\\") - AVG(\\\"measure_value\\\") * AVG(\\\"measure_value\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Revenue\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_per_group\\\" AS m\\nJOIN \\\"stddev_per_group\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Revenue\\\" = s.\\\"Revenue\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"Nov\", \"Revenue\": \"TRUE\", \"median_measure\": 45.5, \"measure_stddev\": 76.30224562213493}, {\"Month\": \"Feb\", \"Revenue\": \"TRUE\", \"median_measure\": 27.0, \"measure_stddev\": 6.944222218666558}, {\"Month\": \"Mar\", \"Revenue\": \"TRUE\", \"median_measure\": 27.0, \"measure_stddev\": 27.968049727422102}, {\"Month\": \"May\", \"Revenue\": \"TRUE\", \"median_measure\": 24.0, \"measure_stddev\": 28.056118065954106}, {\"Month\": \"Jul\", \"Revenue\": \"TRUE\", \"median_measure\": 23.5, \"measure_stddev\": 52.91613684904284}, {\"Month\": \"Aug\", \"Revenue\": \"FALSE\", \"median_measure\": 23.0, \"measure_stddev\": 53.860452978454354}, {\"Month\": \"Dec\", \"Revenue\": \"TRUE\", \"median_measure\": 22.0, \"measure_stddev\": 31.409840871397762}, {\"Month\": \"Aug\", \"Revenue\": \"TRUE\", \"median_measure\": 21.5, \"measure_stddev\": 50.20809018419839}, {\"Month\": \"Oct\", \"Revenue\": \"FALSE\", \"median_measure\": 21.0, \"measure_stddev\": 46.2801309679975}, {\"Month\": \"Sep\", \"Revenue\": \"FALSE\", \"median_measure\": 21.0, \"measure_stddev\": 51.602603974148366}, {\"Month\": \"Nov\", \"Revenue\": \"FALSE\", \"median_measure\": 20.0, \"measure_stddev\": 50.99333019190886}, {\"Month\": \"Jul\", \"Revenue\": \"FALSE\", \"median_measure\": 19.0, \"measure_stddev\": 53.77420657788741}, {\"Month\": \"Oct\", \"Revenue\": \"TRUE\", \"median_measure\": 18.0, \"measure_stddev\": 42.57367327298211}, {\"Month\": \"June\", \"Revenue\": \"FALSE\", \"median_measure\": 17.0, \"measure_stddev\": 52.02168939890745}, {\"Month\": \"June\", \"Revenue\": \"TRUE\", \"median_measure\": 17.0, \"measure_stddev\": 45.2037006682225}, {\"Month\": \"Sep\", \"Revenue\": \"TRUE\", \"median_measure\": 17.0, \"measure_stddev\": 24.27304344705875}, {\"Month\": \"May\", \"Revenue\": \"FALSE\", \"median_measure\": 16.0, \"measure_stddev\": 33.72425575034164}, {\"Month\": \"Dec\", \"Revenue\": \"FALSE\", \"median_measure\": 15.0, \"measure_stddev\": 36.02823471745722}, {\"Month\": \"Mar\", \"Revenue\": \"FALSE\", \"median_measure\": 12.0, \"measure_stddev\": 22.271727978475134}, {\"Month\": \"Feb\", \"Revenue\": \"FALSE\", \"median_measure\": 6.0, \"measure_stddev\": 14.798416539541499}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 107.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0e810207201315e6aecb51a5cb818d10e7f9b0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:18:35.753424+00:00", + "ended_at": "2026-05-04T07:18:55.603578+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7447ff04c928fead", + "problem_id": "v2p_m6_42562cb3b7194b28", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Month", + "group_col_2": "Revenue", + "measure_col": "ProductRelated", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7447ff04c928fead.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7447ff04c928fead", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 562, + "total_tokens": 23551, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 424, + "estimated_total_tokens": 3322, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19689.7, + "sql_execution_elapsed_ms_total": 107.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7447ff04c928fead\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a286ebbd232ace87eca642217e273162ac873d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7447ff04c928fead/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:18:55.472197+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19689.7, "started_at": "2026-05-04T07:18:35.758787+00:00", "ended_at": "2026-05-04T07:18:55.448494+00:00", "prompt_metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 1474, "bytes_utf8": 1474, "lines": 1, "estimated_tokens": 424}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 562}, "stderr_preview": "2026-05-04T07:18:36.667116Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:39.179688Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Informational.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Informational", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..699418b00530cfc4136019a53f1ddd7d75ee7f0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-38b0-7d13-8818-e7edb71dd23c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Informational\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Administrative\\\", \\\"Informational\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Administrative\\\", group_col_2=\\\"Informational\\\", and cast the predicate column to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22962,"cached_input_tokens":6528,"output_tokens":195}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bfd9bcb5b6f5cc80d492b2a6f2cfdee109660c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Informational\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Administrative\", \"Informational\"\nORDER BY row_count DESC;","notes":"Used the planned template with group_col=\"Administrative\", group_col_2=\"Informational\", and cast the predicate column to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe2676454b02165fae94d71627a3c5faba12798 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:49:59.826237Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:02.377770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:11.477239Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0c9e1d9b0f3c5d8abd50025315ca9c5cdffaa2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Informational. +Result preview: [{"Administrative": "4", "Informational": "0", "row_count": 543}, {"Administrative": "5", "Informational": "0", "row_count": 373}, {"Administrative": "6", "Informational": "0", "row_count": 257}, {"Administrative": "7", "Informational": "0", "row_count": 192}, {"Administrative": "8", "Informational": "0", "row_count": 139}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..832f5b0dff608f19a67080ce0319d8cd908d46dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_7490423ca0e9df68 +-- problem_id: v2p_m6_8d9cfa012aa1d2c0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Informational", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Administrative", "Informational" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b3c5b42e73e99dc10e9eba949aca4c7fab509ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Informational\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"Administrative\" AS REAL) >= 4.0\nGROUP BY \"Administrative\", \"Informational\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Informational\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Administrative\\\", \\\"Informational\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"Informational\", \"row_count\"], \"rows\": [{\"Administrative\": \"4\", \"Informational\": \"0\", \"row_count\": 543}, {\"Administrative\": \"5\", \"Informational\": \"0\", \"row_count\": 373}, {\"Administrative\": \"6\", \"Informational\": \"0\", \"row_count\": 257}, {\"Administrative\": \"7\", \"Informational\": \"0\", \"row_count\": 192}, {\"Administrative\": \"8\", \"Informational\": \"0\", \"row_count\": 139}, {\"Administrative\": \"9\", \"Informational\": \"0\", \"row_count\": 109}, {\"Administrative\": \"4\", \"Informational\": \"1\", \"row_count\": 98}, {\"Administrative\": \"5\", \"Informational\": \"1\", \"row_count\": 77}, {\"Administrative\": \"10\", \"Informational\": \"0\", \"row_count\": 66}, {\"Administrative\": \"4\", \"Informational\": \"2\", \"row_count\": 65}, {\"Administrative\": \"6\", \"Informational\": \"1\", \"row_count\": 63}, {\"Administrative\": \"5\", \"Informational\": \"2\", \"row_count\": 56}, {\"Administrative\": \"6\", \"Informational\": \"2\", \"row_count\": 53}, {\"Administrative\": \"8\", \"Informational\": \"1\", \"row_count\": 50}, {\"Administrative\": \"7\", \"Informational\": \"1\", \"row_count\": 46}, {\"Administrative\": \"11\", \"Informational\": \"0\", \"row_count\": 39}, {\"Administrative\": \"9\", \"Informational\": \"1\", \"row_count\": 39}, {\"Administrative\": \"12\", \"Informational\": \"0\", \"row_count\": 38}, {\"Administrative\": \"7\", \"Informational\": \"2\", \"row_count\": 34}, {\"Administrative\": \"8\", \"Informational\": \"2\", \"row_count\": 34}, {\"Administrative\": \"6\", \"Informational\": \"3\", \"row_count\": 32}, {\"Administrative\": \"9\", \"Informational\": \"2\", \"row_count\": 31}, {\"Administrative\": \"10\", \"Informational\": \"1\", \"row_count\": 30}, {\"Administrative\": \"4\", \"Informational\": \"3\", \"row_count\": 30}, {\"Administrative\": \"5\", \"Informational\": \"3\", \"row_count\": 30}, {\"Administrative\": \"7\", \"Informational\": \"3\", \"row_count\": 29}, {\"Administrative\": \"8\", \"Informational\": \"3\", \"row_count\": 25}, {\"Administrative\": \"5\", \"Informational\": \"4\", \"row_count\": 23}, {\"Administrative\": \"10\", \"Informational\": \"2\", \"row_count\": 20}, {\"Administrative\": \"13\", \"Informational\": \"0\", \"row_count\": 20}, {\"Administrative\": \"9\", \"Informational\": \"4\", \"row_count\": 20}, {\"Administrative\": \"11\", \"Informational\": \"2\", \"row_count\": 17}, {\"Administrative\": \"10\", \"Informational\": \"3\", \"row_count\": 16}, {\"Administrative\": \"7\", \"Informational\": \"4\", \"row_count\": 16}, {\"Administrative\": \"4\", \"Informational\": \"4\", \"row_count\": 15}, {\"Administrative\": \"8\", \"Informational\": \"4\", \"row_count\": 15}, {\"Administrative\": \"9\", \"Informational\": \"3\", \"row_count\": 15}, {\"Administrative\": \"11\", \"Informational\": \"1\", \"row_count\": 14}, {\"Administrative\": \"12\", \"Informational\": \"1\", \"row_count\": 13}, {\"Administrative\": \"11\", \"Informational\": \"3\", \"row_count\": 12}, {\"Administrative\": \"14\", \"Informational\": \"0\", \"row_count\": 12}, {\"Administrative\": \"15\", \"Informational\": \"0\", \"row_count\": 12}, {\"Administrative\": \"12\", \"Informational\": \"2\", \"row_count\": 11}, {\"Administrative\": \"14\", \"Informational\": \"2\", \"row_count\": 11}, {\"Administrative\": \"6\", \"Informational\": \"4\", \"row_count\": 11}, {\"Administrative\": \"12\", \"Informational\": \"4\", \"row_count\": 10}, {\"Administrative\": \"13\", \"Informational\": \"1\", \"row_count\": 10}, {\"Administrative\": \"16\", \"Informational\": \"0\", \"row_count\": 10}, {\"Administrative\": \"10\", \"Informational\": \"4\", \"row_count\": 9}, {\"Administrative\": \"11\", \"Informational\": \"4\", \"row_count\": 9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d33652bc49ecb33b01574958c5ebda90bb90ea0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:49:59.576365+00:00", + "ended_at": "2026-05-04T06:50:12.880114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7490423ca0e9df68", + "problem_id": "v2p_m6_8d9cfa012aa1d2c0", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Informational.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Informational", + "predicate_col": "Administrative", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7490423ca0e9df68.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7490423ca0e9df68", + "api_calls": 0, + "input_tokens": 22962, + "cached_input_tokens": 6528, + "output_tokens": 195, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2871, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12780.95, + "sql_execution_elapsed_ms_total": 26.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7490423ca0e9df68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..031b6b86164bf4f8761348e46b94067e6eeba08a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:12.843164+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12780.95, "started_at": "2026-05-04T06:49:59.579060+00:00", "ended_at": "2026-05-04T06:50:12.360477+00:00", "prompt_metrics": {"chars": 10735, "bytes_utf8": 10735, "lines": 316, "estimated_tokens": 2871}, "response_metrics": {"chars": 467, "bytes_utf8": 467, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22962, "cached_input_tokens": 6528, "output_tokens": 195}, "stderr_preview": "2026-05-04T06:49:59.826237Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:02.377770Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Administrative\\\", \\\"Informational\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Administrative\\\", group_col_2=\\\"Informational\\\", and cast the predicate column to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..afa12fead0caef8f99a0580161a145af7cd27928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7490423ca0e9df68/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7490423ca0e9df68", + "api_calls": 0, + "input_tokens": 22962, + "cached_input_tokens": 6528, + "output_tokens": 195, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2871, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12780.95, + "sql_execution_elapsed_ms_total": 26.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7490423ca0e9df68\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..347dda27f725ab3be2c2f82260609dc1a6f6d930 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22946, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1bdcbc834c5ca807beebc323fa3994d7ec4fee76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_761bca496462b231", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11435.94, + "sql_execution_elapsed_ms_total": 14.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_761bca496462b231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5440d7e059d83dd398e8b1de2ccf17e8ea0412d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:36:29.123602+00:00", + "ended_at": "2026-05-04T07:36:40.559185+00:00", + "elapsed_ms": 11435.94, + "prompt_metrics": { + "chars": 10573, + "bytes_utf8": 10573, + "lines": 312, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 830, + "bytes_utf8": 830, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13287 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 490, + "bytes_utf8": 490, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d30db4600acd6d27dbc86685cf372d69ed6ce97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be9a284518d29eac188fa09ea4772713f55ec7f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-c959-7811-9712-f00e8d9787a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 17;\",\"notes\":\"Applied the required Pairwise Sparse Slice Count template with fixed bindings group_col=\\\"SpecialDay\\\", group_col_2=\\\"Region\\\", and top_k=17. Used only the provided single table and SQLite-compatible syntax with double-quoted identifiers.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..516a76607d15c10c8b7143a98cb5a21108b4ecf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 17;","notes":"Applied the required Pairwise Sparse Slice Count template with fixed bindings group_col=\"SpecialDay\", group_col_2=\"Region\", and top_k=17. Used only the provided single table and SQLite-compatible syntax with double-quoted identifiers."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c27e9d859961aed42ba734db9643f5406bae80a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:29.322124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:31.769109Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:39.994450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e0f4663b2179c79c65bd8b7f1846fad377e01ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region. +Result preview: [{"SpecialDay": "0.2", "Region": "9", "support": 1}, {"SpecialDay": "1", "Region": "8", "support": 3}, {"SpecialDay": "0.2", "Region": "5", "support": 4}, {"SpecialDay": "0.2", "Region": "8", "support": 4}, {"SpecialDay": "1", "Region": "9", "support": 4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c345abad00f599d32bb5cc33851513f968f0b3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_761bca496462b231 +-- problem_id: v2p_m6_6522275cfa7164bf +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..abd2944d29055523579dac2471f2164d287cdb0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Region\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Region\"\nORDER BY support ASC, \"SpecialDay\", \"Region\"\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Region\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Region\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Region\\\"\\nLIMIT 17;\", \"columns\": [\"SpecialDay\", \"Region\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.2\", \"Region\": \"9\", \"support\": 1}, {\"SpecialDay\": \"1\", \"Region\": \"8\", \"support\": 3}, {\"SpecialDay\": \"0.2\", \"Region\": \"5\", \"support\": 4}, {\"SpecialDay\": \"0.2\", \"Region\": \"8\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"9\", \"support\": 4}, {\"SpecialDay\": \"1\", \"Region\": \"5\", \"support\": 5}, {\"SpecialDay\": \"0.4\", \"Region\": \"9\", \"support\": 6}, {\"SpecialDay\": \"0.2\", \"Region\": \"7\", \"support\": 7}, {\"SpecialDay\": \"0.4\", \"Region\": \"5\", \"support\": 7}, {\"SpecialDay\": \"0.8\", \"Region\": \"9\", \"support\": 7}, {\"SpecialDay\": \"1\", \"Region\": \"6\", \"support\": 7}, {\"SpecialDay\": \"0.6\", \"Region\": \"5\", \"support\": 8}, {\"SpecialDay\": \"0.8\", \"Region\": \"5\", \"support\": 9}, {\"SpecialDay\": \"0.6\", \"Region\": \"8\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"Region\": \"9\", \"support\": 11}, {\"SpecialDay\": \"0.8\", \"Region\": \"8\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Region\": \"7\", \"support\": 12}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dcfb7520bec6e5799fed10388eb8f3bf9b901d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:36:29.120286+00:00", + "ended_at": "2026-05-04T07:36:40.603937+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_761bca496462b231", + "problem_id": "v2p_m6_6522275cfa7164bf", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Region.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Region", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_761bca496462b231.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_761bca496462b231", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11435.94, + "sql_execution_elapsed_ms_total": 14.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_761bca496462b231\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9fb7bc46b01f5df166619f75b32333223b0ce576 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_761bca496462b231/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:40.581045+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11435.94, "started_at": "2026-05-04T07:36:29.123602+00:00", "ended_at": "2026-05-04T07:36:40.559185+00:00", "prompt_metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2857}, "response_metrics": {"chars": 490, "bytes_utf8": 490, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22946, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:36:29.322124Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:31.769109Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e47566b0ff9830e932a386fe015960cc15a6c55a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-5610-7fc1-88df-d9005d8894ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY \\\"support\\\" ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 19;\",\"notes\":\"Uses the provided Pairwise Sparse Slice Count template with group_col=\\\"SpecialDay\\\" and group_col_2=\\\"VisitorType\\\" on the single table \\\"m6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":19840,"output_tokens":168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bda2bcbfa6e2ce77e2c444553fd0e2731663543a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS \"support\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY \"support\" ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 19;","notes":"Uses the provided Pairwise Sparse Slice Count template with group_col=\"SpecialDay\" and group_col_2=\"VisitorType\" on the single table \"m6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8921002b66e8e92e573182c4eddf115a7df50093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:05.349703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:07.767104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:15.711076Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..26bc49dda664d1fbbe290f3e151966b292b62bd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType. +Result preview: [{"SpecialDay": "1", "VisitorType": "New_Visitor", "support": 8}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "support": 10}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "support": 22}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..673a0ff4c2c8381a43f798a9e488ab9405664758 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_76cc5f983435cb67 +-- problem_id: v2p_m6_c698a60ee8517da5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS "support" +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY "support" ASC, "SpecialDay", "VisitorType" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f32bcbbeea07a6a3fbdfd889882979004267cc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS \"support\"\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY \"support\" ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS \\\"support\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY \\\"support\\\" ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 19;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"support\": 8}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"support\": 22}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"support\": 85}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"support\": 146}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"support\": 169}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"support\": 233}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"support\": 316}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"support\": 329}, {\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"support\": 1636}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"support\": 9358}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c45aaf0ec0e1def4e10d613bac1644444262115a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:37:05.102175+00:00", + "ended_at": "2026-05-04T07:37:16.614481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_76cc5f983435cb67", + "problem_id": "v2p_m6_c698a60ee8517da5", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_76cc5f983435cb67.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_76cc5f983435cb67", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 19840, + "output_tokens": 168, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11471.21, + "sql_execution_elapsed_ms_total": 10.95, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_76cc5f983435cb67\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d347733ad758ed7cc7eb1d4416e22bdc532c6830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_76cc5f983435cb67/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:16.595508+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11471.21, "started_at": "2026-05-04T07:37:05.105939+00:00", "ended_at": "2026-05-04T07:37:16.577252+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2858}, "response_metrics": {"chars": 413, "bytes_utf8": 413, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22947, "cached_input_tokens": 19840, "output_tokens": 168}, "stderr_preview": "2026-05-04T07:37:05.349703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:07.767104Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Region", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcfa4cd6237783d15bef8b0497bd0e3e64f8bbd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-d622-70d0-904d-43d92a0888a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"SpecialDay\\\" and measure_col bound to \\\"Region\\\". CAST to REAL is needed because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f516f8e2d61dd1cd517f96e7f8b626140f64181e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"SpecialDay\" and measure_col bound to \"Region\". CAST to REAL is needed because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..595979fe62940b07e6cd4fde0a5f95e1a5d6f0ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:25.323053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:27.732632Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:36.212206Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc995af6c602eb5e2fea46645b113bb12b10e0e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region. +Result preview: [{"SpecialDay": "1", "avg_measure": 3.24025974025974}, {"SpecialDay": "0", "avg_measure": 3.1644552757469087}, {"SpecialDay": "0.4", "avg_measure": 3.1481481481481484}, {"SpecialDay": "0.8", "avg_measure": 2.9907692307692306}, {"SpecialDay": "0.6", "avg_measure": 2.8774928774928776}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a96a30f92a4c66677cfd4e6b602337955d0d7e43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_78b069d1a0ec8c60 +-- problem_id: v2p_m6_6a70483f0a4ac8af +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..333687bbb7ddd57e8354c29b4a402d31e184808c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"SpecialDay\", \"avg_measure\"], \"rows\": [{\"SpecialDay\": \"1\", \"avg_measure\": 3.24025974025974}, {\"SpecialDay\": \"0\", \"avg_measure\": 3.1644552757469087}, {\"SpecialDay\": \"0.4\", \"avg_measure\": 3.1481481481481484}, {\"SpecialDay\": \"0.8\", \"avg_measure\": 2.9907692307692306}, {\"SpecialDay\": \"0.6\", \"avg_measure\": 2.8774928774928776}, {\"SpecialDay\": \"0.2\", \"avg_measure\": 2.8202247191011236}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5d85bfe88ff371c1c98631d1a5a03b217145d42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:25.071264+00:00", + "ended_at": "2026-05-04T07:11:37.116541+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_78b069d1a0ec8c60", + "problem_id": "v2p_m6_6a70483f0a4ac8af", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Region", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_78b069d1a0ec8c60.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_78b069d1a0ec8c60", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 110, + "total_tokens": 22978, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2871, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12000.2, + "sql_execution_elapsed_ms_total": 7.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_78b069d1a0ec8c60\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bd1fe988776776d9387b98227d380537c1e3074 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_78b069d1a0ec8c60/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:37.093544+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12000.2, "started_at": "2026-05-04T07:11:25.074426+00:00", "ended_at": "2026-05-04T07:11:37.074363+00:00", "prompt_metrics": {"chars": 10406, "bytes_utf8": 10406, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 110}, "stderr_preview": "2026-05-04T07:11:25.323053Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:27.732632Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b866630e8f7c401a20780c6a2e874275059a722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_797e62764e4b5bca\n-- problem_id: v2p_m6_88c74754dcb03878\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_797e62764e4b5bca\\n-- problem_id: v2p_m6_88c74754dcb03878\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 2.042950344327655}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.02142857142857143}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 0.23134328358208955}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 0.8782608695652174}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 0.5132743362831859}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 1.108910891089109}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 0.97}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 1.5151515151515151}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.09183673469387756}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 0.6458333333333334}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 1.164835164835165}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 1.4204545454545454}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 2.011764705882353}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 1.6049382716049383}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 1.644736842105263}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 1.5068493150684932}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 2.375}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 2.0483870967741935}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 1.9508196721311475}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 2.2037037037037037}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 2.188679245283019}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 2.5686274509803924}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 1.8235294117647058}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 2.276595744680851}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 2.3333333333333335}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 3.227272727272727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 2.238095238095238}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 3.128205128205128}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 2.942857142857143}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 3.264705882352941}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 2.125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 3.193548387096774}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 2.8666666666666667}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 0.4666666666666667}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 4.068965517241379}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 3.3793103448275863}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 3.1379310344827585}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 2.0344827586206895}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 3.4285714285714284}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 0.8214285714285714}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 4.444444444444445}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 4.222222222222222}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 4.461538461538462}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 4.0}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 3.8846153846153846}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 2.769230769230769}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 1.1153846153846154}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 1.72}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 1.0}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.3333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..723064d894569871b733bbc52d700ae18a11ec78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.863979+00:00", + "ended_at": "2026-05-04T07:38:29.877690+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_797e62764e4b5bca", + "problem_id": "v2p_m6_88c74754dcb03878", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_797e62764e4b5bca.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_797e62764e4b5bca/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1b3a8d29ebba0daf7b85a858c39a5a87942479f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10586, "bytes_utf8": 10586, "lines": 312, "estimated_tokens": 2813}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1856, "bytes_utf8": 1856, "lines": 1, "estimated_tokens": 552}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 689}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f4e7474b432d950363b8a994e416a3fbeef08d6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7aadc366075f21e7", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 689, + "total_tokens": 23593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 552, + "estimated_total_tokens": 3365, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22217.43, + "sql_execution_elapsed_ms_total": 80.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7aadc366075f21e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..331a2d63601873edc900105a4155bec9c9875fce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:24:12.801303+00:00", + "ended_at": "2026-05-04T07:24:35.018626+00:00", + "elapsed_ms": 22217.43, + "prompt_metrics": { + "chars": 10586, + "bytes_utf8": 10586, + "lines": 312, + "estimated_tokens": 2813 + }, + "stdout_metrics": { + "chars": 2444, + "bytes_utf8": 2444, + "lines": 4, + "estimated_tokens": 836 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1856, + "bytes_utf8": 1856, + "lines": 1, + "estimated_tokens": 552 + }, + "usage": { + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 689 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6c18550bda48f191e146bc045ad47b545772fadc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..400468ced263ca4590bca0449d1958b1b85032c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1df-8d10-7cc1-abdb-d5517b6567e8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Revenue\\\",\\n \\\"cnt\\\",\\n (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"cnt\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n b.\\\"Revenue\\\",\\n CASE\\n WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) +\\n (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ordered\\\" AS o\\n ON o.\\\"Revenue\\\" = b.\\\"Revenue\\\"\\nGROUP BY b.\\\"Revenue\\\", b.\\\"cnt\\\", b.\\\"pos\\\", b.\\\"lower_rn\\\", b.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile template with group_col=\\\"Revenue\\\" and measure_col=\\\"Administrative\\\". Because SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 percentile with window functions and linear interpolation, casting \\\"Administrative\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22904,"cached_input_tokens":21888,"output_tokens":689}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8e282ea0378d1ee49b4d9318059345b9400c89a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Revenue\",\n \"cnt\",\n (0.95 * (\"cnt\" - 1) + 1.0) AS \"pos\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"Revenue\",\n \"cnt\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"positions\"\n)\nSELECT\n b.\"Revenue\",\n CASE\n WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END) +\n (b.\"pos\" - b.\"lower_rn\") * (\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_value\" END) -\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ordered\" AS o\n ON o.\"Revenue\" = b.\"Revenue\"\nGROUP BY b.\"Revenue\", b.\"cnt\", b.\"pos\", b.\"lower_rn\", b.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile template with group_col=\"Revenue\" and measure_col=\"Administrative\". Because SQLite does not support PERCENTILE_CONT, the query emulates the 0.95 percentile with window functions and linear interpolation, casting \"Administrative\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adf83e04a562e3a225d29358ee1eedbdcc3070a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:13.010261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:15.423151Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:24:34.218306Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ddaa16546ef2cccef6218d41c4cdfb141f4ce410 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative. +Result preview: [{"Revenue": "TRUE", "percentile_measure": 11.0}, {"Revenue": "FALSE", "percentile_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7084f43743dbb18cb7e8b9aaa48165a15db25a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/generated_sql.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_7aadc366075f21e7 +-- problem_id: v2p_m6_c7dc369002302aa1 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Administrative" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Revenue", + "cnt", + (0.95 * ("cnt" - 1) + 1.0) AS "pos" + FROM "ordered" +), +"bounds" AS ( + SELECT + "Revenue", + "cnt", + "pos", + CAST("pos" AS INTEGER) AS "lower_rn", + CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "upper_rn" + FROM "positions" +) +SELECT + b."Revenue", + CASE + WHEN b."lower_rn" = b."upper_rn" THEN MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + + (b."pos" - b."lower_rn") * ( + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + ) + END AS "percentile_measure" +FROM "bounds" AS b +JOIN "ordered" AS o + ON o."Revenue" = b."Revenue" +GROUP BY b."Revenue", b."cnt", b."pos", b."lower_rn", b."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6cd07e4ad480e3afd14da553462670de6bc2d863 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"Revenue\",\n CAST(\"Administrative\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Revenue\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"Revenue\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" IS NOT NULL\n AND \"Administrative\" IS NOT NULL\n),\n\"positions\" AS (\n SELECT DISTINCT\n \"Revenue\",\n \"cnt\",\n (0.95 * (\"cnt\" - 1) + 1.0) AS \"pos\"\n FROM \"ordered\"\n),\n\"bounds\" AS (\n SELECT\n \"Revenue\",\n \"cnt\",\n \"pos\",\n CAST(\"pos\" AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN \"pos\" = CAST(\"pos\" AS INTEGER) THEN CAST(\"pos\" AS INTEGER)\n ELSE CAST(\"pos\" AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"positions\"\n)\nSELECT\n b.\"Revenue\",\n CASE\n WHEN b.\"lower_rn\" = b.\"upper_rn\" THEN MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END)\n ELSE\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END) +\n (b.\"pos\" - b.\"lower_rn\") * (\n MAX(CASE WHEN o.\"rn\" = b.\"upper_rn\" THEN o.\"measure_value\" END) -\n MAX(CASE WHEN o.\"rn\" = b.\"lower_rn\" THEN o.\"measure_value\" END)\n )\n END AS \"percentile_measure\"\nFROM \"bounds\" AS b\nJOIN \"ordered\" AS o\n ON o.\"Revenue\" = b.\"Revenue\"\nGROUP BY b.\"Revenue\", b.\"cnt\", b.\"pos\", b.\"lower_rn\", b.\"upper_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Revenue\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"Revenue\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" IS NOT NULL\\n AND \\\"Administrative\\\" IS NOT NULL\\n),\\n\\\"positions\\\" AS (\\n SELECT DISTINCT\\n \\\"Revenue\\\",\\n \\\"cnt\\\",\\n (0.95 * (\\\"cnt\\\" - 1) + 1.0) AS \\\"pos\\\"\\n FROM \\\"ordered\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"Revenue\\\",\\n \\\"cnt\\\",\\n \\\"pos\\\",\\n CAST(\\\"pos\\\" AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN \\\"pos\\\" = CAST(\\\"pos\\\" AS INTEGER) THEN CAST(\\\"pos\\\" AS INTEGER)\\n ELSE CAST(\\\"pos\\\" AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"positions\\\"\\n)\\nSELECT\\n b.\\\"Revenue\\\",\\n CASE\\n WHEN b.\\\"lower_rn\\\" = b.\\\"upper_rn\\\" THEN MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n ELSE\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END) +\\n (b.\\\"pos\\\" - b.\\\"lower_rn\\\") * (\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"upper_rn\\\" THEN o.\\\"measure_value\\\" END) -\\n MAX(CASE WHEN o.\\\"rn\\\" = b.\\\"lower_rn\\\" THEN o.\\\"measure_value\\\" END)\\n )\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\" AS b\\nJOIN \\\"ordered\\\" AS o\\n ON o.\\\"Revenue\\\" = b.\\\"Revenue\\\"\\nGROUP BY b.\\\"Revenue\\\", b.\\\"cnt\\\", b.\\\"pos\\\", b.\\\"lower_rn\\\", b.\\\"upper_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Revenue\", \"percentile_measure\"], \"rows\": [{\"Revenue\": \"TRUE\", \"percentile_measure\": 11.0}, {\"Revenue\": \"FALSE\", \"percentile_measure\": 9.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 80.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aa8fbd10f81cd15e0b0751072c5918da1d4b5272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:24:12.797445+00:00", + "ended_at": "2026-05-04T07:24:35.129154+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7aadc366075f21e7", + "problem_id": "v2p_m6_c7dc369002302aa1", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=Administrative.", + "bindings": { + "group_col": "Revenue", + "measure_col": "Administrative", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7aadc366075f21e7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7aadc366075f21e7", + "api_calls": 0, + "input_tokens": 22904, + "cached_input_tokens": 21888, + "output_tokens": 689, + "total_tokens": 23593, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2813, + "estimated_output_tokens": 552, + "estimated_total_tokens": 3365, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22217.43, + "sql_execution_elapsed_ms_total": 80.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7aadc366075f21e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..76844e55f8c771cf2350b9b3de3f58da8a6cef28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7aadc366075f21e7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:24:35.039087+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22217.43, "started_at": "2026-05-04T07:24:12.801303+00:00", "ended_at": "2026-05-04T07:24:35.018626+00:00", "prompt_metrics": {"chars": 10586, "bytes_utf8": 10586, "lines": 312, "estimated_tokens": 2813}, "response_metrics": {"chars": 1856, "bytes_utf8": 1856, "lines": 1, "estimated_tokens": 552}, "usage": {"input_tokens": 22904, "cached_input_tokens": 21888, "output_tokens": 689}, "stderr_preview": "2026-05-04T07:24:13.010261Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:15.423151Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=ExitRates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Administrative", + "measure_col": "ExitRates", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8d0708813722b27def39214a00fd0ff3878aa25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-f169-7c81-877e-2666f7963eb4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bound roles exactly. Casted \\\"ExitRates\\\" and \\\"ProductRelated_Duration\\\" to REAL because the schema snapshot shows TEXT storage for numeric fields in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22952,"cached_input_tokens":22400,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5fa9634e06d76347e369d58c198e638eb99e74b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided template and bound roles exactly. Casted \"ExitRates\" and \"ProductRelated_Duration\" to REAL because the schema snapshot shows TEXT storage for numeric fields in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6d48c0f7e4a59b40ab8516f859eab03e6e3b870 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:43.364444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:46.485891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:54.542559Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ef1070a6695aba1c619740202aa13c04fb7e0fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=ExitRates. +Result preview: [{"Administrative": "0", "total_measure": 21.852001875}, {"Administrative": "1", "total_measure": 7.935444639}, {"Administrative": "2", "total_measure": 6.7987943269999995}, {"Administrative": "3", "total_measure": 5.296549356}, {"Administrative": "4", "total_measure": 4.848173724}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d2786fe024949e09629d307daefc11479280b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7b1c6f9387d112f8 +-- problem_id: v2p_m6_9de5b0d65969ff77 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("ExitRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2085a4d915fae313b0abc76b58b9f302a958e1b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 21.852001875}, {\"Administrative\": \"1\", \"total_measure\": 7.935444639}, {\"Administrative\": \"2\", \"total_measure\": 6.7987943269999995}, {\"Administrative\": \"3\", \"total_measure\": 5.296549356}, {\"Administrative\": \"4\", \"total_measure\": 4.848173724}, {\"Administrative\": \"5\", \"total_measure\": 4.262946765}, {\"Administrative\": \"6\", \"total_measure\": 3.821992171}, {\"Administrative\": \"7\", \"total_measure\": 3.010457621}, {\"Administrative\": \"8\", \"total_measure\": 2.434319203}, {\"Administrative\": \"9\", \"total_measure\": 2.275138387}, {\"Administrative\": \"10\", \"total_measure\": 1.729230898}, {\"Administrative\": \"11\", \"total_measure\": 1.171771191}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4733a3cffb3e671476f96cc9c85e92abce328ba3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:13:43.072792+00:00", + "ended_at": "2026-05-04T07:13:55.677689+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7b1c6f9387d112f8", + "problem_id": "v2p_m6_9de5b0d65969ff77", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=ExitRates.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ExitRates", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7b1c6f9387d112f8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7b1c6f9387d112f8", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 22400, + "output_tokens": 132, + "total_tokens": 23084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.83, + "sql_execution_elapsed_ms_total": 7.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7b1c6f9387d112f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bad926899ad29104f585dd1101e6104dfcafc305 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:55.656121+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12561.83, "started_at": "2026-05-04T07:13:43.076010+00:00", "ended_at": "2026-05-04T07:13:55.625940+00:00", "prompt_metrics": {"chars": 10715, "bytes_utf8": 10715, "lines": 316, "estimated_tokens": 2863}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22952, "cached_input_tokens": 22400, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:13:43.364444Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:46.485891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bound roles exactly. Casted \\\"ExitRates\\\" and \\\"ProductRelated_Duration\\\" to REAL because the schema snapshot shows TEXT storage for numeric fields in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02a01926d70dccafb8a047c5bfc684ecd0e6ff56 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b1c6f9387d112f8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7b1c6f9387d112f8", + "api_calls": 0, + "input_tokens": 22952, + "cached_input_tokens": 22400, + "output_tokens": 132, + "total_tokens": 23084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2863, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12561.83, + "sql_execution_elapsed_ms_total": 7.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7b1c6f9387d112f8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4fb4392fefc01ba3c541e12b0c314b26c0a45aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10919, "bytes_utf8": 10919, "lines": 317, "estimated_tokens": 2888}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1079, "bytes_utf8": 1079, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22979, "cached_input_tokens": 21888, "output_tokens": 553}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..039e5af0aba7f7a46cf7f10f1ec326aedf39b07e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7b613d1fd1669f20", + "api_calls": 0, + "input_tokens": 22979, + "cached_input_tokens": 21888, + "output_tokens": 553, + "total_tokens": 23532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2888, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3196, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19754.9, + "sql_execution_elapsed_ms_total": 38.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7b613d1fd1669f20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b2b38732e43f5949f55e6ff76643901461166e4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:02:00.804959+00:00", + "ended_at": "2026-05-04T07:02:20.559830+00:00", + "elapsed_ms": 19754.9, + "prompt_metrics": { + "chars": 10919, + "bytes_utf8": 10919, + "lines": 317, + "estimated_tokens": 2888 + }, + "stdout_metrics": { + "chars": 1515, + "bytes_utf8": 1515, + "lines": 4, + "estimated_tokens": 483 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13176 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1079, + "bytes_utf8": 1079, + "lines": 1, + "estimated_tokens": 308 + }, + "usage": { + "input_tokens": 22979, + "cached_input_tokens": 21888, + "output_tokens": 553 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3f30291df76ee2b96d77fc66547b114cb251c219 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7bad5aa15d40c8361fb5b9ee3fe77f0291a1d69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cb-39ec-7ff1-883a-5cdd9f03030b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MAX(\\n CASE\\n WHEN \\\"rn\\\" = (\\n CAST(0.95 * \\\"cnt\\\" AS INT) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n ) THEN \\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser after filtering Weekend = 'FALSE'. \\\"OperatingSystems\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22979,"cached_input_tokens":21888,"output_tokens":553}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5a157a73558f02d5fe14b6edbb147242bb00ded6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n MAX(\n CASE\n WHEN \"rn\" = (\n CAST(0.95 * \"cnt\" AS INT) +\n CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END\n ) THEN \"measure_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"Browser\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser after filtering Weekend = 'FALSE'. \"OperatingSystems\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f212f689731b7bc8a3bff5abbd076f705dc3358d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:02:01.042238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:02:03.557753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:02:19.712252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab530d7c4532c663ad28ed57859d5e861886fb6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend. +Result preview: [{"Browser": "13", "conditional_percentile": 8.0}, {"Browser": "11", "conditional_percentile": 5.0}, {"Browser": "5", "conditional_percentile": 4.0}, {"Browser": "1", "conditional_percentile": 4.0}, {"Browser": "9", "conditional_percentile": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9404dc5b8f08bb41353626fa8b945bd72d3ee8a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/generated_sql.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_7b613d1fd1669f20 +-- problem_id: v2p_m6_f24d895b3459ee66 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("OperatingSystems" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'FALSE' +), +"ranked" AS ( + SELECT + "Browser", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + MAX( + CASE + WHEN "rn" = ( + CAST(0.95 * "cnt" AS INT) + + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END + ) THEN "measure_value" + END + ) AS "conditional_percentile" +FROM "ranked" +GROUP BY "Browser" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba9c273adc47951790f6148130075d8914db9041 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Browser\",\n CAST(\"OperatingSystems\" AS REAL) AS \"measure_value\"\n FROM \"m6\"\n WHERE \"Weekend\" = 'FALSE'\n),\n\"ranked\" AS (\n SELECT\n \"Browser\",\n \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY \"measure_value\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Browser\",\n MAX(\n CASE\n WHEN \"rn\" = (\n CAST(0.95 * \"cnt\" AS INT) +\n CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INT) THEN 1\n ELSE 0\n END\n ) THEN \"measure_value\"\n END\n ) AS \"conditional_percentile\"\nFROM \"ranked\"\nGROUP BY \"Browser\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"OperatingSystems\\\" AS REAL) AS \\\"measure_value\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Weekend\\\" = 'FALSE'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY \\\"measure_value\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Browser\\\",\\n MAX(\\n CASE\\n WHEN \\\"rn\\\" = (\\n CAST(0.95 * \\\"cnt\\\" AS INT) +\\n CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n ) THEN \\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Browser\", \"conditional_percentile\"], \"rows\": [{\"Browser\": \"13\", \"conditional_percentile\": 8.0}, {\"Browser\": \"11\", \"conditional_percentile\": 5.0}, {\"Browser\": \"5\", \"conditional_percentile\": 4.0}, {\"Browser\": \"1\", \"conditional_percentile\": 4.0}, {\"Browser\": \"9\", \"conditional_percentile\": 3.0}, {\"Browser\": \"7\", \"conditional_percentile\": 3.0}, {\"Browser\": \"6\", \"conditional_percentile\": 3.0}, {\"Browser\": \"3\", \"conditional_percentile\": 3.0}, {\"Browser\": \"2\", \"conditional_percentile\": 3.0}, {\"Browser\": \"12\", \"conditional_percentile\": 3.0}, {\"Browser\": \"4\", \"conditional_percentile\": 2.0}, {\"Browser\": \"10\", \"conditional_percentile\": 2.0}, {\"Browser\": \"8\", \"conditional_percentile\": 1.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d20f89a001307bc9410c0d652ad5c8a034f159da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:02:00.799108+00:00", + "ended_at": "2026-05-04T07:02:20.628294+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7b613d1fd1669f20", + "problem_id": "v2p_m6_f24d895b3459ee66", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=OperatingSystems, condition_col=Weekend.", + "bindings": { + "group_col": "Browser", + "measure_col": "OperatingSystems", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7b613d1fd1669f20.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7b613d1fd1669f20", + "api_calls": 0, + "input_tokens": 22979, + "cached_input_tokens": 21888, + "output_tokens": 553, + "total_tokens": 23532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2888, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3196, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19754.9, + "sql_execution_elapsed_ms_total": 38.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7b613d1fd1669f20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cadc2eb465629cf6e460afded4b44b91b1c0def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:20.578292+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19754.9, "started_at": "2026-05-04T07:02:00.804959+00:00", "ended_at": "2026-05-04T07:02:20.559830+00:00", "prompt_metrics": {"chars": 10919, "bytes_utf8": 10919, "lines": 317, "estimated_tokens": 2888}, "response_metrics": {"chars": 1079, "bytes_utf8": 1079, "lines": 1, "estimated_tokens": 308}, "usage": {"input_tokens": 22979, "cached_input_tokens": 21888, "output_tokens": 553}, "stderr_preview": "2026-05-04T07:02:01.042238Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:02:03.557753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INT) THEN 1\\n ELSE 0\\n END\\n ) THEN \\\"measure_value\\\"\\n END\\n ) AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per Browser after filtering Weekend = "} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..577fe3b1c95c3f680160ffb062d247d5b93025a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7b613d1fd1669f20/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7b613d1fd1669f20", + "api_calls": 0, + "input_tokens": 22979, + "cached_input_tokens": 21888, + "output_tokens": 553, + "total_tokens": 23532, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2888, + "estimated_output_tokens": 308, + "estimated_total_tokens": 3196, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19754.9, + "sql_execution_elapsed_ms_total": 38.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7b613d1fd1669f20\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b751d67cec1a186791767d277ec9dcbba768de05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 312, "estimated_tokens": 2824}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 21888, "output_tokens": 174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..eb5c855b1e443adae8888ad1cc17c0a4efcedeef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7bb6e636399d3d3d", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.57, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7bb6e636399d3d3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3aaa982e265201a11ef07822d927fdfd3f112a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:33:18.198767+00:00", + "ended_at": "2026-05-04T07:33:30.131799+00:00", + "elapsed_ms": 11933.57, + "prompt_metrics": { + "chars": 10590, + "bytes_utf8": 10590, + "lines": 312, + "estimated_tokens": 2824 + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 174 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a9c72120ef79aad805db9cbc9339616e8a3a213 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Informational, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Informational", + "measure_col": "OperatingSystems", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cbd3eb2f8210fbe737a3c3625bec862a4997b3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-df70-7750-98e8-f660e3928f4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"Informational\\\" and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":21888,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df6e3e07861eb2d98a4ef15b93e328b4b1176172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Informational\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING SUM(CAST(\"OperatingSystems\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the required Thresholded Group Ranking template with group_col=\"Informational\" and measure_col=\"OperatingSystems\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a96dd76490379abfc42834073459f3de257fbb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:18.433032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:20.850273Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:29.453836Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..697f060f007247b21a91cb1e697f37eea5710bf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Informational, measure_col=OperatingSystems. +Result preview: [{"Informational": "0", "total_measure": 20646.0}, {"Informational": "1", "total_measure": 2204.0}, {"Informational": "2", "total_measure": 1547.0}, {"Informational": "3", "total_measure": 776.0}, {"Informational": "4", "total_measure": 472.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..27020c055f2d2bf820dccd1507d02fb2cb793306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_7bb6e636399d3d3d +-- problem_id: v2p_m6_92f59617a50eecd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Informational" +HAVING SUM(CAST("OperatingSystems" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2abd53556b3283e90833873ce6385ece48947d31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Informational\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING SUM(CAST(\"OperatingSystems\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"0\", \"total_measure\": 20646.0}, {\"Informational\": \"1\", \"total_measure\": 2204.0}, {\"Informational\": \"2\", \"total_measure\": 1547.0}, {\"Informational\": \"3\", \"total_measure\": 776.0}, {\"Informational\": \"4\", \"total_measure\": 472.0}, {\"Informational\": \"5\", \"total_measure\": 201.0}, {\"Informational\": \"6\", \"total_measure\": 167.0}, {\"Informational\": \"7\", \"total_measure\": 76.0}, {\"Informational\": \"9\", \"total_measure\": 35.0}, {\"Informational\": \"8\", \"total_measure\": 28.0}, {\"Informational\": \"10\", \"total_measure\": 13.0}, {\"Informational\": \"12\", \"total_measure\": 11.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5ba67761f2b1bac321ca5667d3e229761637c4fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:33:18.194684+00:00", + "ended_at": "2026-05-04T07:33:30.166470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7bb6e636399d3d3d", + "problem_id": "v2p_m6_92f59617a50eecd6", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Informational, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Informational", + "measure_col": "OperatingSystems", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7bb6e636399d3d3d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7bb6e636399d3d3d", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.57, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7bb6e636399d3d3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93c5e14b26153af3ebcd50b341d3903a201947bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:30.150531+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11933.57, "started_at": "2026-05-04T07:33:18.198767+00:00", "ended_at": "2026-05-04T07:33:30.131799+00:00", "prompt_metrics": {"chars": 10590, "bytes_utf8": 10590, "lines": 312, "estimated_tokens": 2824}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 21888, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:33:18.433032Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:20.850273Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"Informational\\\" and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56c486e97f34ba582787ffc04825920f3b6e1e76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7bb6e636399d3d3d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7bb6e636399d3d3d", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 174, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.57, + "sql_execution_elapsed_ms_total": 7.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7bb6e636399d3d3d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7752ab8c754ed0c179d6512da079e278e71ea37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10318, "bytes_utf8": 10318, "lines": 310, "estimated_tokens": 2750}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 2432, "output_tokens": 97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9e9cc70d32104c4ce63f1a0a6711b26e6f8de27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7d1876b27763b0ea", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 2432, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10511.04, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7d1876b27763b0ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b6620fbc4a35bbe861c6a8d3bd42081cd09c1b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:54.676173+00:00", + "ended_at": "2026-05-04T07:08:05.182867+00:00", + "elapsed_ms": 10511.04, + "prompt_metrics": { + "chars": 10318, + "bytes_utf8": 10318, + "lines": 310, + "estimated_tokens": 2750 + }, + "stdout_metrics": { + "chars": 678, + "bytes_utf8": 678, + "lines": 4, + "estimated_tokens": 185 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": 81 + }, + "usage": { + "input_tokens": 22841, + "cached_input_tokens": 2432, + "output_tokens": 97 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d4e7b4e76fee34cb9dd3b43829bd3915f7b13a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Administrative", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2d2d6bf0445c12892fe2c4a0aeeef5bddfa23ea1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-a058-7ea3-b9c0-7d9f64e82fe0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Administrative\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"Administrative\\\" on the single table \\\"m6\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":2432,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6091e8129fb75c5f35e71868bf64bac19fd54500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Administrative\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"Administrative\" on the single table \"m6\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6735200b1cff21393508637479af36aa7227edd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:54.942003Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:57.342233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:04.634741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8d5a2acf9430a9aa1206a9b9ab8a8aa1e5de10b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative. +Result preview: [{"Administrative": "0", "row_count": 5768}, {"Administrative": "1", "row_count": 1354}, {"Administrative": "2", "row_count": 1114}, {"Administrative": "3", "row_count": 915}, {"Administrative": "4", "row_count": 765}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f846ec92fcccc29ec0918e2e4a9de18af7182eca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_7d1876b27763b0ea +-- problem_id: v2p_m6_f16b66b1a37cde72 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Administrative" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bc6d5899982ae9fc4286f3c65d3376c957e1fd7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Administrative\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Administrative\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Administrative\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"row_count\": 5768}, {\"Administrative\": \"1\", \"row_count\": 1354}, {\"Administrative\": \"2\", \"row_count\": 1114}, {\"Administrative\": \"3\", \"row_count\": 915}, {\"Administrative\": \"4\", \"row_count\": 765}, {\"Administrative\": \"5\", \"row_count\": 575}, {\"Administrative\": \"6\", \"row_count\": 432}, {\"Administrative\": \"7\", \"row_count\": 338}, {\"Administrative\": \"8\", \"row_count\": 287}, {\"Administrative\": \"9\", \"row_count\": 225}, {\"Administrative\": \"10\", \"row_count\": 153}, {\"Administrative\": \"11\", \"row_count\": 105}, {\"Administrative\": \"12\", \"row_count\": 86}, {\"Administrative\": \"13\", \"row_count\": 56}, {\"Administrative\": \"14\", \"row_count\": 44}, {\"Administrative\": \"15\", \"row_count\": 38}, {\"Administrative\": \"16\", \"row_count\": 24}, {\"Administrative\": \"17\", \"row_count\": 16}, {\"Administrative\": \"18\", \"row_count\": 12}, {\"Administrative\": \"19\", \"row_count\": 6}, {\"Administrative\": \"24\", \"row_count\": 4}, {\"Administrative\": \"22\", \"row_count\": 4}, {\"Administrative\": \"23\", \"row_count\": 3}, {\"Administrative\": \"21\", \"row_count\": 2}, {\"Administrative\": \"20\", \"row_count\": 2}, {\"Administrative\": \"27\", \"row_count\": 1}, {\"Administrative\": \"26\", \"row_count\": 1}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..33df0f6f1ae9f1cf274b9068e6567e7019b66011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:07:54.672469+00:00", + "ended_at": "2026-05-04T07:08:05.232961+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7d1876b27763b0ea", + "problem_id": "v2p_m6_f16b66b1a37cde72", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Administrative.", + "bindings": { + "group_col": "Administrative", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7d1876b27763b0ea.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7d1876b27763b0ea", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 2432, + "output_tokens": 97, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2831, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10511.04, + "sql_execution_elapsed_ms_total": 6.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7d1876b27763b0ea\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a475208c790da1f06cb623d4f5d9f20d4400c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7d1876b27763b0ea/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:05.206581+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10511.04, "started_at": "2026-05-04T07:07:54.676173+00:00", "ended_at": "2026-05-04T07:08:05.182867+00:00", "prompt_metrics": {"chars": 10318, "bytes_utf8": 10318, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22841, "cached_input_tokens": 2432, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:07:54.942003Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:57.342233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "TrafficType", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed2b5fb4a3f0dc307709f1cbfe2451ef16461245 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-6925-7260-a230-d27cfa2d2ff5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"TrafficType\\\" and condition_col=\\\"Weekend\\\", measuring the within-group proportion of rows where Weekend = 'FALSE'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":22400,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80c2e0d21d0bf91f2ad296c2e076b0f4a93cfc10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"TrafficType\" and condition_col=\"Weekend\", measuring the within-group proportion of rows where Weekend = 'FALSE'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c5491b0791e0cdca16e2e38257f107e246681e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:34.335305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:36.745626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:45.213267Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b6cb8c4966afc161bf673b1100a73295de3739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=Weekend. +Result preview: [{"TrafficType": "16", "condition_rate": 1.0}, {"TrafficType": "12", "condition_rate": 1.0}, {"TrafficType": "13", "condition_rate": 0.8536585365853658}, {"TrafficType": "20", "condition_rate": 0.8535353535353535}, {"TrafficType": "3", "condition_rate": 0.8245614035087719}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..303db3e137fa3d266b94bfb63410b2c5be79bc0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_7ebfde13d39f5cad +-- problem_id: v2p_m6_e41e864759679940 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..20d4c344a94ceaf7525023dc9b143f0b952e9e60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"TrafficType\",\n AVG(CASE WHEN \"Weekend\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"TrafficType\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"TrafficType\", \"condition_rate\"], \"rows\": [{\"TrafficType\": \"16\", \"condition_rate\": 1.0}, {\"TrafficType\": \"12\", \"condition_rate\": 1.0}, {\"TrafficType\": \"13\", \"condition_rate\": 0.8536585365853658}, {\"TrafficType\": \"20\", \"condition_rate\": 0.8535353535353535}, {\"TrafficType\": \"3\", \"condition_rate\": 0.8245614035087719}, {\"TrafficType\": \"1\", \"condition_rate\": 0.7878416972664218}, {\"TrafficType\": \"6\", \"condition_rate\": 0.7747747747747747}, {\"TrafficType\": \"10\", \"condition_rate\": 0.7644444444444445}, {\"TrafficType\": \"5\", \"condition_rate\": 0.7615384615384615}, {\"TrafficType\": \"2\", \"condition_rate\": 0.7444416049067212}, {\"TrafficType\": \"4\", \"condition_rate\": 0.724976613657624}, {\"TrafficType\": \"19\", \"condition_rate\": 0.7058823529411765}, {\"TrafficType\": \"7\", \"condition_rate\": 0.7}, {\"TrafficType\": \"8\", \"condition_rate\": 0.6880466472303207}, {\"TrafficType\": \"11\", \"condition_rate\": 0.6072874493927125}, {\"TrafficType\": \"18\", \"condition_rate\": 0.6}, {\"TrafficType\": \"15\", \"condition_rate\": 0.5526315789473685}, {\"TrafficType\": \"14\", \"condition_rate\": 0.46153846153846156}, {\"TrafficType\": \"9\", \"condition_rate\": 0.07142857142857142}, {\"TrafficType\": \"17\", \"condition_rate\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e0cfcae0bf3a80a58ca1c6787882c5876b672d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:34.091279+00:00", + "ended_at": "2026-05-04T06:54:45.915369+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7ebfde13d39f5cad", + "problem_id": "v2p_m6_e41e864759679940", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, condition_col=Weekend.", + "bindings": { + "group_col": "TrafficType", + "condition_col": "Weekend", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7ebfde13d39f5cad.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7ebfde13d39f5cad", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 22400, + "output_tokens": 158, + "total_tokens": 23088, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2941, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11782.98, + "sql_execution_elapsed_ms_total": 9.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7ebfde13d39f5cad\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5bcdf6444197542b58ac34d370069302394f76eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7ebfde13d39f5cad/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:45.890995+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11782.98, "started_at": "2026-05-04T06:54:34.095319+00:00", "ended_at": "2026-05-04T06:54:45.874562+00:00", "prompt_metrics": {"chars": 10663, "bytes_utf8": 10663, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22930, "cached_input_tokens": 22400, "output_tokens": 158}, "stderr_preview": "2026-05-04T06:54:34.335305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:36.745626Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "VisitorType", + "measure_col": "Informational", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b830dca121fbf73b547aea6493787e7014e5626 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d9-45de-7352-a3a4-39db606f0542"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n SQRT(\\n AVG(CAST(\\\"Informational\\\" AS REAL) * CAST(\\\"Informational\\\" AS REAL)) -\\n AVG(CAST(\\\"Informational\\\" AS REAL)) * AVG(CAST(\\\"Informational\\\" AS REAL))\\n ) AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"median_calc\\\".\\\"Month\\\",\\n \\\"median_calc\\\".\\\"VisitorType\\\",\\n \\\"median_calc\\\".\\\"median_measure\\\",\\n \\\"stddev_calc\\\".\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\"\\nJOIN \\\"stddev_calc\\\"\\n ON \\\"median_calc\\\".\\\"Month\\\" = \\\"stddev_calc\\\".\\\"Month\\\"\\n AND \\\"median_calc\\\".\\\"VisitorType\\\" = \\\"stddev_calc\\\".\\\"VisitorType\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the requested template for SQLite by emulating median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Cast \\\"Informational\\\" from TEXT to REAL to ensure numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":607}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d4532df1fc662930016369223e54889661463b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"median_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"VisitorType\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n SQRT(\n AVG(CAST(\"Informational\" AS REAL) * CAST(\"Informational\" AS REAL)) -\n AVG(CAST(\"Informational\" AS REAL)) * AVG(CAST(\"Informational\" AS REAL))\n ) AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"Month\", \"VisitorType\"\n)\nSELECT\n \"median_calc\".\"Month\",\n \"median_calc\".\"VisitorType\",\n \"median_calc\".\"median_measure\",\n \"stddev_calc\".\"measure_stddev\"\nFROM \"median_calc\"\nJOIN \"stddev_calc\"\n ON \"median_calc\".\"Month\" = \"stddev_calc\".\"Month\"\n AND \"median_calc\".\"VisitorType\" = \"stddev_calc\".\"VisitorType\"\nORDER BY \"median_measure\" DESC;","notes":"Adapted the requested template for SQLite by emulating median with window functions and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)^2). Cast \"Informational\" from TEXT to REAL to ensure numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85045f0127451c62338095620e7df5bfad00e569 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:21.596879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:23.882904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:40.785665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99acbb211f3d1c0305289c098bcc541b2b47a6be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational. +Result preview: [{"Month": "June", "VisitorType": "Other", "median_measure": 4.0, "measure_stddev": 0.0}, {"Month": "Aug", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 0.4612700529282115}, {"Month": "Aug", "VisitorType": "Returning_Visitor", "median_measure": 0.0, "measure_stddev": 1.320002004373224}, {"Month": "Dec", "VisitorType": "New_Visitor", "median_measure": 0.0, "measure_stddev": 0.7194834908815818}, {"Month": "Dec", "VisitorType": "Other", "median_measure": 0.0, "measure_stddev": 0.5815405283006434}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2f4594ffbccc434704224407c746d39d64a62ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/generated_sql.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_7fee4141b2c32579 +-- problem_id: v2p_m6_2845c3869b384031 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "VisitorType", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "VisitorType" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "VisitorType" + ) AS "cnt" + FROM "m6" +), +"median_calc" AS ( + SELECT + "Month", + "VisitorType", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "VisitorType" +), +"stddev_calc" AS ( + SELECT + "Month", + "VisitorType", + SQRT( + AVG(CAST("Informational" AS REAL) * CAST("Informational" AS REAL)) - + AVG(CAST("Informational" AS REAL)) * AVG(CAST("Informational" AS REAL)) + ) AS "measure_stddev" + FROM "m6" + GROUP BY "Month", "VisitorType" +) +SELECT + "median_calc"."Month", + "median_calc"."VisitorType", + "median_calc"."median_measure", + "stddev_calc"."measure_stddev" +FROM "median_calc" +JOIN "stddev_calc" + ON "median_calc"."Month" = "stddev_calc"."Month" + AND "median_calc"."VisitorType" = "stddev_calc"."VisitorType" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8f1dfcd95f3c65144c4f0dd61565de2ce9093f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n CAST(\"Informational\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"VisitorType\"\n ) AS \"cnt\"\n FROM \"m6\"\n),\n\"median_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n AVG(\"measure_value\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"VisitorType\"\n),\n\"stddev_calc\" AS (\n SELECT\n \"Month\",\n \"VisitorType\",\n SQRT(\n AVG(CAST(\"Informational\" AS REAL) * CAST(\"Informational\" AS REAL)) -\n AVG(CAST(\"Informational\" AS REAL)) * AVG(CAST(\"Informational\" AS REAL))\n ) AS \"measure_stddev\"\n FROM \"m6\"\n GROUP BY \"Month\", \"VisitorType\"\n)\nSELECT\n \"median_calc\".\"Month\",\n \"median_calc\".\"VisitorType\",\n \"median_calc\".\"median_measure\",\n \"stddev_calc\".\"measure_stddev\"\nFROM \"median_calc\"\nJOIN \"stddev_calc\"\n ON \"median_calc\".\"Month\" = \"stddev_calc\".\"Month\"\n AND \"median_calc\".\"VisitorType\" = \"stddev_calc\".\"VisitorType\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"VisitorType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"median_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n AVG(\\\"measure_value\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n),\\n\\\"stddev_calc\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"VisitorType\\\",\\n SQRT(\\n AVG(CAST(\\\"Informational\\\" AS REAL) * CAST(\\\"Informational\\\" AS REAL)) -\\n AVG(CAST(\\\"Informational\\\" AS REAL)) * AVG(CAST(\\\"Informational\\\" AS REAL))\\n ) AS \\\"measure_stddev\\\"\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Month\\\", \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"median_calc\\\".\\\"Month\\\",\\n \\\"median_calc\\\".\\\"VisitorType\\\",\\n \\\"median_calc\\\".\\\"median_measure\\\",\\n \\\"stddev_calc\\\".\\\"measure_stddev\\\"\\nFROM \\\"median_calc\\\"\\nJOIN \\\"stddev_calc\\\"\\n ON \\\"median_calc\\\".\\\"Month\\\" = \\\"stddev_calc\\\".\\\"Month\\\"\\n AND \\\"median_calc\\\".\\\"VisitorType\\\" = \\\"stddev_calc\\\".\\\"VisitorType\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"VisitorType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"June\", \"VisitorType\": \"Other\", \"median_measure\": 4.0, \"measure_stddev\": 0.0}, {\"Month\": \"Aug\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.4612700529282115}, {\"Month\": \"Aug\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.320002004373224}, {\"Month\": \"Dec\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7194834908815818}, {\"Month\": \"Dec\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.5815405283006434}, {\"Month\": \"Dec\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.4657998387498548}, {\"Month\": \"Feb\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.0}, {\"Month\": \"Feb\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.42207588016016434}, {\"Month\": \"Jul\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7735777249705712}, {\"Month\": \"Jul\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2449950191192112}, {\"Month\": \"June\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.382831234179436}, {\"Month\": \"June\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.3204255933299611}, {\"Month\": \"Mar\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.351325757181222}, {\"Month\": \"Mar\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2048089577347953}, {\"Month\": \"May\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.9162725734720655}, {\"Month\": \"May\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2002217038284508}, {\"Month\": \"Nov\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7961851044137374}, {\"Month\": \"Nov\", \"VisitorType\": \"Other\", \"median_measure\": 0.0, \"measure_stddev\": 0.45681252823276774}, {\"Month\": \"Nov\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.4729604149427897}, {\"Month\": \"Oct\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 0.7760394660464134}, {\"Month\": \"Oct\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.1346544982724156}, {\"Month\": \"Sep\", \"VisitorType\": \"New_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.2653379971033747}, {\"Month\": \"Sep\", \"VisitorType\": \"Returning_Visitor\", \"median_measure\": 0.0, \"measure_stddev\": 1.3403861190332007}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 67.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f45d5a8d193d683b3ff725771bd7ee609840cd82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:17:21.330889+00:00", + "ended_at": "2026-05-04T07:17:41.837939+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_7fee4141b2c32579", + "problem_id": "v2p_m6_2845c3869b384031", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Month, group_col_2=VisitorType, measure_col=Informational.", + "bindings": { + "group_col": "Month", + "group_col_2": "VisitorType", + "measure_col": "Informational", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_7fee4141b2c32579.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_7fee4141b2c32579", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 607, + "total_tokens": 23598, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 470, + "estimated_total_tokens": 3370, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20389.65, + "sql_execution_elapsed_ms_total": 67.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_7fee4141b2c32579\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0805c390e99e9e2cef863da8fa507305a88e7c8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_7fee4141b2c32579/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:41.748538+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20389.65, "started_at": "2026-05-04T07:17:21.335391+00:00", "ended_at": "2026-05-04T07:17:41.724901+00:00", "prompt_metrics": {"chars": 10803, "bytes_utf8": 10803, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 1587, "bytes_utf8": 1587, "lines": 1, "estimated_tokens": 470}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 607}, "stderr_preview": "2026-05-04T07:17:21.596879Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:23.882904Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Revenue", + "measure_col": "SpecialDay", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef9f81f8dbb3c3ba0badad0476a6fc91b417b01c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-c4b5-7d73-9775-63369050bbc6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"Revenue\\\" and measure_col bound to \\\"SpecialDay\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..237e5de48ee26bdffd4cd876c808cc8c5b4d3522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"SpecialDay\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"Revenue\" and measure_col bound to \"SpecialDay\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ec46c9f2d358c0907abc9a4ba435b0e6c208d4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:15.317930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:17.638188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:24.728020Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9e05938b0b30a792f512cef2bb42db94728d6eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay. +Result preview: [{"Revenue": "FALSE", "avg_measure": 0.06843216273268087}, {"Revenue": "TRUE", "avg_measure": 0.023165618448637317}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8683f9b34d659377f95e9a89fa7a9a3e27655558 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_81fd8e5eaa4c94d1 +-- problem_id: v2p_m6_c2128f1705d172ed +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("SpecialDay" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ea8e7108cdb5fa0f6fb19f95ad1ce65efa54f7de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"SpecialDay\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Revenue\", \"avg_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"avg_measure\": 0.06843216273268087}, {\"Revenue\": \"TRUE\", \"avg_measure\": 0.023165618448637317}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4bba66e506eb2f0e8194e9430c6b65ead9d41839 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:10:15.064403+00:00", + "ended_at": "2026-05-04T07:10:25.522887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_81fd8e5eaa4c94d1", + "problem_id": "v2p_m6_c2128f1705d172ed", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay.", + "bindings": { + "group_col": "Revenue", + "measure_col": "SpecialDay", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_81fd8e5eaa4c94d1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_81fd8e5eaa4c94d1", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 113, + "total_tokens": 22981, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2874, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10413.37, + "sql_execution_elapsed_ms_total": 8.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_81fd8e5eaa4c94d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e88d808b1ed1cdbb7fadd407e79026b397e2ee5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_81fd8e5eaa4c94d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:25.501012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10413.37, "started_at": "2026-05-04T07:10:15.068359+00:00", "ended_at": "2026-05-04T07:10:25.481321+00:00", "prompt_metrics": {"chars": 10409, "bytes_utf8": 10409, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 408, "bytes_utf8": 408, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:10:15.317930Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:17.638188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9f0a2dfae688f88ee616770495de61f58c6ac3d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_827f75d4311b478b\n-- problem_id: v2p_m6_7a8b61825f3ed840\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_827f75d4311b478b\\n-- problem_id: v2p_m6_7a8b61825f3ed840\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 18.76925883257883}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.0}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 7.4888059701492535}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 5.745652173913044}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 8.605309734513273}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 7.9660066003267325}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 14.9225}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 42.55824915858586}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.0}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 3.59375}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 41.12527472527473}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 18.15284090909091}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 12.330588235294117}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 10.819753086419754}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 35.02697368421053}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 41.30205479452055}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 33.07013888888889}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 15.901881720967742}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 15.145901639344261}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 20.299470899444444}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 26.26933962264151}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 29.510065358823528}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 11.721241829411765}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 45.473404255319146}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 18.439999999999998}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 34.13181818022727}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 1.861904761904762}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 11.666666666666666}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 53.10523809428571}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 39.186519608823524}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 56.2875}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 20.206451612903226}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 46.69222222333334}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 9.546666666666665}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 86.26954023103448}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 30.491666666551726}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 11.63546798034483}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 9.53448275862069}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 71.40833333214286}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 21.21071428571429}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 25.1037037037037}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 21.219753086296297}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 144.79999999884615}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 87.8048076923077}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 58.05201465269231}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 10.11923076923077}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 1.9615384615384615}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 11.937999999999999}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 26.813194445833332}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..febfed1d7634fb69e60c6a1f55b47b32b97b4db9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.912934+00:00", + "ended_at": "2026-05-04T07:38:29.928657+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_827f75d4311b478b", + "problem_id": "v2p_m6_7a8b61825f3ed840", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_827f75d4311b478b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_827f75d4311b478b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa6306520d6c915c0fdd6d06d7b0c9c127da64b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10950, "bytes_utf8": 10950, "lines": 317, "estimated_tokens": 2895}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1003, "bytes_utf8": 1003, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59801b796c90f3bdeb196a82ac50adc607059d66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82bcc010f440824d", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 271, + "estimated_total_tokens": 3166, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17861.18, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_82bcc010f440824d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ba906fd5af98c4e1085ec4dbef1e81de7ce350af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:04:56.909605+00:00", + "ended_at": "2026-05-04T07:05:14.771887+00:00", + "elapsed_ms": 17861.18, + "prompt_metrics": { + "chars": 10950, + "bytes_utf8": 10950, + "lines": 317, + "estimated_tokens": 2895 + }, + "stdout_metrics": { + "chars": 1430, + "bytes_utf8": 1430, + "lines": 4, + "estimated_tokens": 439 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1003, + "bytes_utf8": 1003, + "lines": 1, + "estimated_tokens": 271 + }, + "usage": { + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 403 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f8c02d0f88a3806f1e8f683f994633d69017134 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f3eec328695b1523f9fb3acdcc4f2a142b147b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cd-e9f8-7c82-b44e-1c18567fa2fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'New_Visitor'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY \\\"Administrative\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"Administrative\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 0.9 quantile on \\\"Administrative\\\" within each \\\"Weekend\\\" group after filtering to \\\"VisitorType\\\" = 'New_Visitor'. Numeric values are cast from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":21888,"output_tokens":403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..439709b1ab66813ff0168c9a00e5de2b7da2296c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'New_Visitor'\n),\n\"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY \"Administrative\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MIN(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 0.9 quantile on \"Administrative\" within each \"Weekend\" group after filtering to \"VisitorType\" = 'New_Visitor'. Numeric values are cast from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d63c3510d8a845d45d3ba1075a2d6a50b99233c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:04:57.226830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:04:59.567871Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:13.994207Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b33cb436e191f7b23a2f7c2fc0cd1522552c5055 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType. +Result preview: [{"Weekend": "TRUE", "conditional_percentile": 6.0}, {"Weekend": "FALSE", "conditional_percentile": 6.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d8bc804c43348511085fd5f172b0a6a01a4439c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_82bcc010f440824d +-- problem_id: v2p_m6_d6a4b7d09b9a4104 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Weekend", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "VisitorType" = 'New_Visitor' +), +"ranked" AS ( + SELECT + "Weekend", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY "Administrative" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Weekend", + MIN("Administrative") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INT) +GROUP BY "Weekend" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a16fa0d0d998ca2a0823a262efc8ca20dcf2fa5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Weekend\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'New_Visitor'\n),\n\"ranked\" AS (\n SELECT\n \"Weekend\",\n \"Administrative\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Weekend\"\n ORDER BY \"Administrative\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Weekend\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Weekend\",\n MIN(\"Administrative\") AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" >= CAST((0.9 * \"cnt\") + 0.999999999 AS INT)\nGROUP BY \"Weekend\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'New_Visitor'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Weekend\\\",\\n \\\"Administrative\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ORDER BY \\\"Administrative\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Weekend\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Weekend\\\",\\n MIN(\\\"Administrative\\\") AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" >= CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Weekend\", \"conditional_percentile\"], \"rows\": [{\"Weekend\": \"TRUE\", \"conditional_percentile\": 6.0}, {\"Weekend\": \"FALSE\", \"conditional_percentile\": 6.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56b8835315509d2e2ea8712e6e28074cc4d6ef1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:04:56.907163+00:00", + "ended_at": "2026-05-04T07:05:14.819853+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_82bcc010f440824d", + "problem_id": "v2p_m6_d6a4b7d09b9a4104", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Weekend, measure_col=Administrative, condition_col=VisitorType.", + "bindings": { + "group_col": "Weekend", + "measure_col": "Administrative", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_82bcc010f440824d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82bcc010f440824d", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 271, + "estimated_total_tokens": 3166, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17861.18, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_82bcc010f440824d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb2a18272fe4abe39f24b734cb06b45c3d8cee5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:14.789742+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17861.18, "started_at": "2026-05-04T07:04:56.909605+00:00", "ended_at": "2026-05-04T07:05:14.771887+00:00", "prompt_metrics": {"chars": 10950, "bytes_utf8": 10950, "lines": 317, "estimated_tokens": 2895}, "response_metrics": {"chars": 1003, "bytes_utf8": 1003, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 403}, "stderr_preview": "2026-05-04T07:04:57.226830Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:04:59.567871Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INT)\\nGROUP BY \\\"Weekend\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation of the 0.9 quantile on \\\"Administrative\\\" within each \\\"Weekend\\\" group after filtering to \\\"VisitorType\\\" = 'New_Visitor'. Numeric values are cast from TEXT to REAL"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5cdef44ad5ebbc9f83af9601c0c8479176dd632c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82bcc010f440824d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82bcc010f440824d", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 271, + "estimated_total_tokens": 3166, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17861.18, + "sql_execution_elapsed_ms_total": 10.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_82bcc010f440824d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..527f78e2922e1fc0944dacb32a7934b00a69e525 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10795, "bytes_utf8": 10795, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1640, "bytes_utf8": 1640, "lines": 1, "estimated_tokens": 464}, "usage": {"input_tokens": 22988, "cached_input_tokens": 2432, "output_tokens": 673}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b5ab7214a07ad23316cbe9bf5488624c06face02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82fe99a568cebc01", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 2432, + "output_tokens": 673, + "total_tokens": 23661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 464, + "estimated_total_tokens": 3361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23053.99, + "sql_execution_elapsed_ms_total": 106.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_82fe99a568cebc01\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8e303db4be86ea4d287d8cf25ed5410a45763dd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:16:36.804965+00:00", + "ended_at": "2026-05-04T07:16:59.859243+00:00", + "elapsed_ms": 23053.99, + "prompt_metrics": { + "chars": 10795, + "bytes_utf8": 10795, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 2172, + "bytes_utf8": 2172, + "lines": 4, + "estimated_tokens": 698 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13168 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1640, + "bytes_utf8": 1640, + "lines": 1, + "estimated_tokens": 464 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 2432, + "output_tokens": 673 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e2b049ac441693bfc0fada8fb8776cc271e3685 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "Region", + "measure_col": "Administrative", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c64af8bd1b0e5a27a80b1cf3f712ae488b3b3f01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-97bf-7840-819b-e43f27d3d4fc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"Administrative\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"Administrative\\\" AS REAL) * CAST(\\\"Administrative\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"mean_square_value\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"Administrative_value\\\"\\n END) AS \\\"median_measure\\\",\\n CASE\\n WHEN (\\\"mean_square_value\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\")) < 0 THEN 0\\n ELSE SQRT(\\\"mean_square_value\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\"))\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"median_measure\\\" DESC;\",\"notes\":\"Used the planned template bindings exactly with group_col=\\\"Month\\\", group_col_2=\\\"Region\\\", and measure_col=\\\"Administrative\\\". Because SQLite does not support PERCENTILE_CONT or STDDEV, the query emulates median with window functions and computes standard deviation as SQRT(E[x^2] - E[x]^2) after casting the TEXT column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":2432,"output_tokens":673}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cdab673f6ff595347413c4908b6fac0b41fd3ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Region\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"cnt\",\n AVG(CAST(\"Administrative\" AS REAL)) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"mean_value\",\n AVG(CAST(\"Administrative\" AS REAL) * CAST(\"Administrative\" AS REAL)) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"mean_square_value\"\n FROM \"m6\"\n),\n\"grouped\" AS (\n SELECT\n \"Month\",\n \"Region\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"Administrative_value\"\n END) AS \"median_measure\",\n CASE\n WHEN (\"mean_square_value\" - (\"mean_value\" * \"mean_value\")) < 0 THEN 0\n ELSE SQRT(\"mean_square_value\" - (\"mean_value\" * \"mean_value\"))\n END AS \"measure_stddev\"\n FROM \"ranked\"\n GROUP BY \"Month\", \"Region\"\n)\nSELECT\n \"Month\",\n \"Region\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"grouped\"\nORDER BY \"median_measure\" DESC;","notes":"Used the planned template bindings exactly with group_col=\"Month\", group_col_2=\"Region\", and measure_col=\"Administrative\". Because SQLite does not support PERCENTILE_CONT or STDDEV, the query emulates median with window functions and computes standard deviation as SQRT(E[x^2] - E[x]^2) after casting the TEXT column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1b49e3e7bd88df6414ff199831cbeca0010b093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:37.039460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:39.553886Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:58.871398Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c336486d57c0be13b9780fb0ef64d4b10cd79d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative. +Result preview: [{"Month": "Oct", "Region": "4", "median_measure": 4.0, "measure_stddev": 3.745760047905355}, {"Month": "Oct", "Region": "8", "median_measure": 3.5, "measure_stddev": 3.841376425125006}, {"Month": "Aug", "Region": "5", "median_measure": 3.0, "measure_stddev": 2.6906633794452257}, {"Month": "Aug", "Region": "8", "median_measure": 3.0, "measure_stddev": 3.6932220616523863}, {"Month": "Oct", "Region": "1", "median_measure": 3.0, "measure_stddev": 3.9347737628267176}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b59961b55c8fa3d770e593992248b7fb62fe5321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/generated_sql.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_82fe99a568cebc01 +-- problem_id: v2p_m6_c757dea5a2ed5b2b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Region", + CAST("Administrative" AS REAL) AS "Administrative_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Region" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Region" + ) AS "cnt", + AVG(CAST("Administrative" AS REAL)) OVER ( + PARTITION BY "Month", "Region" + ) AS "mean_value", + AVG(CAST("Administrative" AS REAL) * CAST("Administrative" AS REAL)) OVER ( + PARTITION BY "Month", "Region" + ) AS "mean_square_value" + FROM "m6" +), +"grouped" AS ( + SELECT + "Month", + "Region", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "Administrative_value" + END) AS "median_measure", + CASE + WHEN ("mean_square_value" - ("mean_value" * "mean_value")) < 0 THEN 0 + ELSE SQRT("mean_square_value" - ("mean_value" * "mean_value")) + END AS "measure_stddev" + FROM "ranked" + GROUP BY "Month", "Region" +) +SELECT + "Month", + "Region", + "median_measure", + "measure_stddev" +FROM "grouped" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bf91e265ce580a5e6b56c24a4a023198ddf2598e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n \"Region\",\n CAST(\"Administrative\" AS REAL) AS \"Administrative_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Region\"\n ORDER BY CAST(\"Administrative\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"cnt\",\n AVG(CAST(\"Administrative\" AS REAL)) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"mean_value\",\n AVG(CAST(\"Administrative\" AS REAL) * CAST(\"Administrative\" AS REAL)) OVER (\n PARTITION BY \"Month\", \"Region\"\n ) AS \"mean_square_value\"\n FROM \"m6\"\n),\n\"grouped\" AS (\n SELECT\n \"Month\",\n \"Region\",\n AVG(CASE\n WHEN \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2) THEN \"Administrative_value\"\n END) AS \"median_measure\",\n CASE\n WHEN (\"mean_square_value\" - (\"mean_value\" * \"mean_value\")) < 0 THEN 0\n ELSE SQRT(\"mean_square_value\" - (\"mean_value\" * \"mean_value\"))\n END AS \"measure_stddev\"\n FROM \"ranked\"\n GROUP BY \"Month\", \"Region\"\n)\nSELECT\n \"Month\",\n \"Region\",\n \"median_measure\",\n \"measure_stddev\"\nFROM \"grouped\"\nORDER BY \"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n CAST(\\\"Administrative\\\" AS REAL) AS \\\"Administrative_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ORDER BY CAST(\\\"Administrative\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\",\\n AVG(CAST(\\\"Administrative\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"mean_value\\\",\\n AVG(CAST(\\\"Administrative\\\" AS REAL) * CAST(\\\"Administrative\\\" AS REAL)) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Region\\\"\\n ) AS \\\"mean_square_value\\\"\\n FROM \\\"m6\\\"\\n),\\n\\\"grouped\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n AVG(CASE\\n WHEN \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2) THEN \\\"Administrative_value\\\"\\n END) AS \\\"median_measure\\\",\\n CASE\\n WHEN (\\\"mean_square_value\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\")) < 0 THEN 0\\n ELSE SQRT(\\\"mean_square_value\\\" - (\\\"mean_value\\\" * \\\"mean_value\\\"))\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"Month\\\", \\\"Region\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"Region\\\",\\n \\\"median_measure\\\",\\n \\\"measure_stddev\\\"\\nFROM \\\"grouped\\\"\\nORDER BY \\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"Region\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"Oct\", \"Region\": \"4\", \"median_measure\": 4.0, \"measure_stddev\": 3.745760047905355}, {\"Month\": \"Oct\", \"Region\": \"8\", \"median_measure\": 3.5, \"measure_stddev\": 3.841376425125006}, {\"Month\": \"Aug\", \"Region\": \"5\", \"median_measure\": 3.0, \"measure_stddev\": 2.6906633794452257}, {\"Month\": \"Aug\", \"Region\": \"8\", \"median_measure\": 3.0, \"measure_stddev\": 3.6932220616523863}, {\"Month\": \"Oct\", \"Region\": \"1\", \"median_measure\": 3.0, \"measure_stddev\": 3.9347737628267176}, {\"Month\": \"Oct\", \"Region\": \"2\", \"median_measure\": 3.0, \"measure_stddev\": 4.017492615248999}, {\"Month\": \"Oct\", \"Region\": \"7\", \"median_measure\": 3.0, \"measure_stddev\": 3.9638405061487285}, {\"Month\": \"Sep\", \"Region\": \"6\", \"median_measure\": 3.0, \"measure_stddev\": 3.4331130817522983}, {\"Month\": \"Sep\", \"Region\": \"8\", \"median_measure\": 3.0, \"measure_stddev\": 3.832427429188973}, {\"Month\": \"Sep\", \"Region\": \"9\", \"median_measure\": 3.0, \"measure_stddev\": 4.470588235294118}, {\"Month\": \"Aug\", \"Region\": \"2\", \"median_measure\": 2.5, \"measure_stddev\": 3.4319887401917226}, {\"Month\": \"Aug\", \"Region\": \"9\", \"median_measure\": 2.5, \"measure_stddev\": 2.662092164797746}, {\"Month\": \"June\", \"Region\": \"5\", \"median_measure\": 2.5, \"measure_stddev\": 4.66476151587624}, {\"Month\": \"June\", \"Region\": \"8\", \"median_measure\": 2.5, \"measure_stddev\": 2.4899799195977463}, {\"Month\": \"Sep\", \"Region\": \"5\", \"median_measure\": 2.5, \"measure_stddev\": 3.484090826727812}, {\"Month\": \"Aug\", \"Region\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 3.5775999026910257}, {\"Month\": \"Aug\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 4.243667558891104}, {\"Month\": \"Aug\", \"Region\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 3.034495206294581}, {\"Month\": \"Aug\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 2.798844674165934}, {\"Month\": \"Aug\", \"Region\": \"7\", \"median_measure\": 2.0, \"measure_stddev\": 4.472833944643816}, {\"Month\": \"Jul\", \"Region\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 2.6976306056155543}, {\"Month\": \"Jul\", \"Region\": \"5\", \"median_measure\": 2.0, \"measure_stddev\": 2.8658363092611014}, {\"Month\": \"Jul\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 3.1259600601379818}, {\"Month\": \"Oct\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 3.6014988135821517}, {\"Month\": \"Oct\", \"Region\": \"6\", \"median_measure\": 2.0, \"measure_stddev\": 3.3846153846153846}, {\"Month\": \"Oct\", \"Region\": \"9\", \"median_measure\": 2.0, \"measure_stddev\": 3.2657205262477}, {\"Month\": \"Sep\", \"Region\": \"1\", \"median_measure\": 2.0, \"measure_stddev\": 3.876843371857384}, {\"Month\": \"Sep\", \"Region\": \"2\", \"median_measure\": 2.0, \"measure_stddev\": 3.084956108915033}, {\"Month\": \"Sep\", \"Region\": \"3\", \"median_measure\": 2.0, \"measure_stddev\": 3.265215841221878}, {\"Month\": \"Sep\", \"Region\": \"4\", \"median_measure\": 2.0, \"measure_stddev\": 3.2465620722937363}, {\"Month\": \"Feb\", \"Region\": \"8\", \"median_measure\": 1.5, \"measure_stddev\": 1.8708286933869707}, {\"Month\": \"June\", \"Region\": \"7\", \"median_measure\": 1.5, \"measure_stddev\": 2.4094720491334933}, {\"Month\": \"Sep\", \"Region\": \"7\", \"median_measure\": 1.5, \"measure_stddev\": 2.7488566746470213}, {\"Month\": \"Dec\", \"Region\": \"1\", \"median_measure\": 1.0, \"measure_stddev\": 3.315872226907628}, {\"Month\": \"Dec\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 3.044803639080104}, {\"Month\": \"Dec\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 2.9964088646042932}, {\"Month\": \"Dec\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 3.3949994657779}, {\"Month\": \"Dec\", \"Region\": \"7\", \"median_measure\": 1.0, \"measure_stddev\": 3.468929548493941}, {\"Month\": \"Dec\", \"Region\": \"8\", \"median_measure\": 1.0, \"measure_stddev\": 2.9432896370014316}, {\"Month\": \"Dec\", \"Region\": \"9\", \"median_measure\": 1.0, \"measure_stddev\": 2.8851992998751403}, {\"Month\": \"Jul\", \"Region\": \"1\", \"median_measure\": 1.0, \"measure_stddev\": 3.260203402169996}, {\"Month\": \"Jul\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 3.655155059969671}, {\"Month\": \"Jul\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 3.3712107907666504}, {\"Month\": \"Jul\", \"Region\": \"7\", \"median_measure\": 1.0, \"measure_stddev\": 3.114157766862245}, {\"Month\": \"Jul\", \"Region\": \"8\", \"median_measure\": 1.0, \"measure_stddev\": 4.228005801539449}, {\"Month\": \"Jul\", \"Region\": \"9\", \"median_measure\": 1.0, \"measure_stddev\": 2.6627053911388696}, {\"Month\": \"June\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 4.557420663324056}, {\"Month\": \"Mar\", \"Region\": \"2\", \"median_measure\": 1.0, \"measure_stddev\": 3.0851504024514087}, {\"Month\": \"Mar\", \"Region\": \"3\", \"median_measure\": 1.0, \"measure_stddev\": 3.165633298615248}, {\"Month\": \"Mar\", \"Region\": \"4\", \"median_measure\": 1.0, \"measure_stddev\": 2.3526252350053456}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 106.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c9ee5b5cb3bf9edb8c10c77ac2add373cd72e8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:16:36.800603+00:00", + "ended_at": "2026-05-04T07:17:00.000130+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_82fe99a568cebc01", + "problem_id": "v2p_m6_c757dea5a2ed5b2b", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Month", + "group_col_2": "Region", + "measure_col": "Administrative", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_82fe99a568cebc01.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_82fe99a568cebc01", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 2432, + "output_tokens": 673, + "total_tokens": 23661, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 464, + "estimated_total_tokens": 3361, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23053.99, + "sql_execution_elapsed_ms_total": 106.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_82fe99a568cebc01\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adeb2b7bcff53cde28c7d1129b736188c298db11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_82fe99a568cebc01/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:59.882615+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23053.99, "started_at": "2026-05-04T07:16:36.804965+00:00", "ended_at": "2026-05-04T07:16:59.859243+00:00", "prompt_metrics": {"chars": 10795, "bytes_utf8": 10795, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 1640, "bytes_utf8": 1640, "lines": 1, "estimated_tokens": 464}, "usage": {"input_tokens": 22988, "cached_input_tokens": 2432, "output_tokens": 673}, "stderr_preview": "2026-05-04T07:16:37.039460Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:39.553886Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Weekend", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..090df962c4dc3c95554b67f7178b35e30a9ee890 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-5ea5-7a63-805d-5561b7ec4abb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with bound roles group_col=\\\"Weekend\\\" and condition_col=\\\"SpecialDay\\\", comparing against the provided condition_value '0.6'. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22934,"cached_input_tokens":2432,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8fe149d189684dea72393c00231db51a3c7dcdd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with bound roles group_col=\"Weekend\" and condition_col=\"SpecialDay\", comparing against the provided condition_value '0.6'. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9be360b700b9c487aad0c633e91b6e5b9804e8de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:37.188798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:39.604428Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:50.067327Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..786ce88604116ab6050d9efd1f8dc3151b4d5fde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=SpecialDay. +Result preview: [{"Weekend": "FALSE", "condition_rate": 0.03709575142675967}, {"Weekend": "TRUE", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0547f07a2b06ffeeb717ca384dbc23682b36b871 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_83b2498b7c4a318b +-- problem_id: v2p_m6_e086adba4e67d5d2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e9b9c4e2b6a61dd69e4bea583a5040f965664147 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Weekend\", \"condition_rate\"], \"rows\": [{\"Weekend\": \"FALSE\", \"condition_rate\": 0.03709575142675967}, {\"Weekend\": \"TRUE\", \"condition_rate\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9cff9d34cb912969d9d37b2bbad311b3b1159022 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:55:36.983576+00:00", + "ended_at": "2026-05-04T06:55:51.159871+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_83b2498b7c4a318b", + "problem_id": "v2p_m6_e086adba4e67d5d2", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Weekend, condition_col=SpecialDay.", + "bindings": { + "group_col": "Weekend", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_83b2498b7c4a318b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_83b2498b7c4a318b", + "api_calls": 0, + "input_tokens": 22934, + "cached_input_tokens": 2432, + "output_tokens": 131, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2843, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14135.45, + "sql_execution_elapsed_ms_total": 8.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_83b2498b7c4a318b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e64c623435ecfba7d8b89761f5bdccf45309cb94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_83b2498b7c4a318b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:51.142688+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14135.45, "started_at": "2026-05-04T06:55:36.986813+00:00", "ended_at": "2026-05-04T06:55:51.122604+00:00", "prompt_metrics": {"chars": 10655, "bytes_utf8": 10655, "lines": 315, "estimated_tokens": 2843}, "response_metrics": {"chars": 475, "bytes_utf8": 475, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22934, "cached_input_tokens": 2432, "output_tokens": 131}, "stderr_preview": "2026-05-04T06:55:37.188798Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:39.604428Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2d36ce1e0eaa88677435b8243a5dfc52bf80256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-c59b-7d02-8bcf-ec713106f005"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"SpecialDay\\\" and condition_col=\\\"Weekend\\\", treating Weekend as text values 'TRUE'/'FALSE' per the schema samples.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22930,"cached_input_tokens":19840,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97b0bb7531d7d98290aac92a7113d527f55f5802 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"SpecialDay\" and condition_col=\"Weekend\", treating Weekend as text values 'TRUE'/'FALSE' per the schema samples."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..093419ee384d02914799c0bfe138aaa89da66d09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:46.935746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:49.271365Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:57.927730Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b825646984bd7187d48b454563cf2f2904b8a58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend. +Result preview: [{"SpecialDay": "1", "condition_rate": 1.0}, {"SpecialDay": "0", "condition_rate": 0.2444263922736709}, {"SpecialDay": "0.8", "condition_rate": 0.018461538461538463}, {"SpecialDay": "0.6", "condition_rate": 0.0}, {"SpecialDay": "0.4", "condition_rate": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db332e816be971f1444ac95700b6c8f4824f4961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_84287ad111f7fca5 +-- problem_id: v2p_m6_c78c2dea979bd161 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8ff5e66456539574d8598fbda95a57f58850f74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"SpecialDay\",\n AVG(CASE WHEN \"Weekend\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"SpecialDay\\\",\\n AVG(CASE WHEN \\\"Weekend\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"SpecialDay\", \"condition_rate\"], \"rows\": [{\"SpecialDay\": \"1\", \"condition_rate\": 1.0}, {\"SpecialDay\": \"0\", \"condition_rate\": 0.2444263922736709}, {\"SpecialDay\": \"0.8\", \"condition_rate\": 0.018461538461538463}, {\"SpecialDay\": \"0.6\", \"condition_rate\": 0.0}, {\"SpecialDay\": \"0.4\", \"condition_rate\": 0.0}, {\"SpecialDay\": \"0.2\", \"condition_rate\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f516bd52febfd31cd5283877f1c48d773357dfca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:52:46.748475+00:00", + "ended_at": "2026-05-04T06:52:58.640781+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_84287ad111f7fca5", + "problem_id": "v2p_m6_c78c2dea979bd161", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=SpecialDay, condition_col=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "condition_col": "Weekend", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_84287ad111f7fca5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_84287ad111f7fca5", + "api_calls": 0, + "input_tokens": 22930, + "cached_input_tokens": 19840, + "output_tokens": 167, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2839, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11857.76, + "sql_execution_elapsed_ms_total": 7.81, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_84287ad111f7fca5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a581973d08d7aa5c76cacf8827284c7f69b9083e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_84287ad111f7fca5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:58.626792+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11857.76, "started_at": "2026-05-04T06:52:46.751989+00:00", "ended_at": "2026-05-04T06:52:58.609664+00:00", "prompt_metrics": {"chars": 10652, "bytes_utf8": 10652, "lines": 315, "estimated_tokens": 2839}, "response_metrics": {"chars": 417, "bytes_utf8": 417, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22930, "cached_input_tokens": 19840, "output_tokens": 167}, "stderr_preview": "2026-05-04T06:52:46.935746Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:49.271365Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Weekend.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Weekend", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..548cfb80200afff5429c185b9c9acb4872768dae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-0bff-7291-ab21-b7b308754b99"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Weekend\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Weekend\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Administrative\\\", group_col_2=\\\"Weekend\\\", predicate_col=\\\"PageValues\\\", predicate_op=\\\">=\\\", predicate_value=0.0. Cast \\\"PageValues\\\" to REAL because the SQLite schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22961,"cached_input_tokens":21888,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a56f5873910272579320c7d37fd843ad236a326a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Weekend\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"Weekend\"\nORDER BY row_count DESC;","notes":"Used the required template with fixed bindings: group_col=\"Administrative\", group_col_2=\"Weekend\", predicate_col=\"PageValues\", predicate_op=\">=\", predicate_value=0.0. Cast \"PageValues\" to REAL because the SQLite schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6792c69ba93841dab548454365af17cdb333836b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:59.458091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:01.882873Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:09.832324Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f10105e59cf6f02fc24fe104b30cbdacec1af1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Weekend. +Result preview: [{"Administrative": "0", "Weekend": "FALSE", "row_count": 4545}, {"Administrative": "0", "Weekend": "TRUE", "row_count": 1223}, {"Administrative": "1", "Weekend": "FALSE", "row_count": 1015}, {"Administrative": "2", "Weekend": "FALSE", "row_count": 832}, {"Administrative": "3", "Weekend": "FALSE", "row_count": 678}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1714bf8b684657f393efe873119ee1a0918ba954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_857abcfe80c6a384 +-- problem_id: v2p_m6_bc27062bccc8b6a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Weekend", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Administrative", "Weekend" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd3a1f699602425bfa49a65b304f39c89d984248 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Weekend\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"Weekend\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Weekend\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Weekend\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"Weekend\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"Weekend\": \"FALSE\", \"row_count\": 4545}, {\"Administrative\": \"0\", \"Weekend\": \"TRUE\", \"row_count\": 1223}, {\"Administrative\": \"1\", \"Weekend\": \"FALSE\", \"row_count\": 1015}, {\"Administrative\": \"2\", \"Weekend\": \"FALSE\", \"row_count\": 832}, {\"Administrative\": \"3\", \"Weekend\": \"FALSE\", \"row_count\": 678}, {\"Administrative\": \"4\", \"Weekend\": \"FALSE\", \"row_count\": 570}, {\"Administrative\": \"5\", \"Weekend\": \"FALSE\", \"row_count\": 428}, {\"Administrative\": \"1\", \"Weekend\": \"TRUE\", \"row_count\": 339}, {\"Administrative\": \"6\", \"Weekend\": \"FALSE\", \"row_count\": 323}, {\"Administrative\": \"2\", \"Weekend\": \"TRUE\", \"row_count\": 282}, {\"Administrative\": \"7\", \"Weekend\": \"FALSE\", \"row_count\": 259}, {\"Administrative\": \"3\", \"Weekend\": \"TRUE\", \"row_count\": 237}, {\"Administrative\": \"8\", \"Weekend\": \"FALSE\", \"row_count\": 220}, {\"Administrative\": \"4\", \"Weekend\": \"TRUE\", \"row_count\": 195}, {\"Administrative\": \"9\", \"Weekend\": \"FALSE\", \"row_count\": 169}, {\"Administrative\": \"5\", \"Weekend\": \"TRUE\", \"row_count\": 147}, {\"Administrative\": \"10\", \"Weekend\": \"FALSE\", \"row_count\": 121}, {\"Administrative\": \"6\", \"Weekend\": \"TRUE\", \"row_count\": 109}, {\"Administrative\": \"11\", \"Weekend\": \"FALSE\", \"row_count\": 84}, {\"Administrative\": \"7\", \"Weekend\": \"TRUE\", \"row_count\": 79}, {\"Administrative\": \"8\", \"Weekend\": \"TRUE\", \"row_count\": 67}, {\"Administrative\": \"12\", \"Weekend\": \"FALSE\", \"row_count\": 62}, {\"Administrative\": \"9\", \"Weekend\": \"TRUE\", \"row_count\": 56}, {\"Administrative\": \"13\", \"Weekend\": \"FALSE\", \"row_count\": 43}, {\"Administrative\": \"10\", \"Weekend\": \"TRUE\", \"row_count\": 32}, {\"Administrative\": \"14\", \"Weekend\": \"FALSE\", \"row_count\": 31}, {\"Administrative\": \"15\", \"Weekend\": \"FALSE\", \"row_count\": 25}, {\"Administrative\": \"12\", \"Weekend\": \"TRUE\", \"row_count\": 24}, {\"Administrative\": \"11\", \"Weekend\": \"TRUE\", \"row_count\": 21}, {\"Administrative\": \"16\", \"Weekend\": \"FALSE\", \"row_count\": 18}, {\"Administrative\": \"13\", \"Weekend\": \"TRUE\", \"row_count\": 13}, {\"Administrative\": \"14\", \"Weekend\": \"TRUE\", \"row_count\": 13}, {\"Administrative\": \"15\", \"Weekend\": \"TRUE\", \"row_count\": 13}, {\"Administrative\": \"17\", \"Weekend\": \"FALSE\", \"row_count\": 12}, {\"Administrative\": \"18\", \"Weekend\": \"FALSE\", \"row_count\": 10}, {\"Administrative\": \"16\", \"Weekend\": \"TRUE\", \"row_count\": 6}, {\"Administrative\": \"19\", \"Weekend\": \"FALSE\", \"row_count\": 6}, {\"Administrative\": \"17\", \"Weekend\": \"TRUE\", \"row_count\": 4}, {\"Administrative\": \"22\", \"Weekend\": \"FALSE\", \"row_count\": 3}, {\"Administrative\": \"23\", \"Weekend\": \"TRUE\", \"row_count\": 3}, {\"Administrative\": \"24\", \"Weekend\": \"FALSE\", \"row_count\": 3}, {\"Administrative\": \"18\", \"Weekend\": \"TRUE\", \"row_count\": 2}, {\"Administrative\": \"20\", \"Weekend\": \"FALSE\", \"row_count\": 2}, {\"Administrative\": \"21\", \"Weekend\": \"FALSE\", \"row_count\": 1}, {\"Administrative\": \"21\", \"Weekend\": \"TRUE\", \"row_count\": 1}, {\"Administrative\": \"22\", \"Weekend\": \"TRUE\", \"row_count\": 1}, {\"Administrative\": \"24\", \"Weekend\": \"TRUE\", \"row_count\": 1}, {\"Administrative\": \"26\", \"Weekend\": \"FALSE\", \"row_count\": 1}, {\"Administrative\": \"27\", \"Weekend\": \"FALSE\", \"row_count\": 1}], \"row_count_returned\": 49, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.12}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3880a063c7097c65f82b92599e1a07295ef1f61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:51:59.213405+00:00", + "ended_at": "2026-05-04T06:52:10.716581+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_857abcfe80c6a384", + "problem_id": "v2p_m6_bc27062bccc8b6a3", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Weekend.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Weekend", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=8" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_857abcfe80c6a384.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_857abcfe80c6a384", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11452.12, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_857abcfe80c6a384\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d9543c0df71ba5abb239cdbbc6d40cec3b522ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:10.696819+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11452.12, "started_at": "2026-05-04T06:51:59.223374+00:00", "ended_at": "2026-05-04T06:52:10.674610+00:00", "prompt_metrics": {"chars": 10719, "bytes_utf8": 10719, "lines": 316, "estimated_tokens": 2870}, "response_metrics": {"chars": 505, "bytes_utf8": 505, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22961, "cached_input_tokens": 21888, "output_tokens": 141}, "stderr_preview": "2026-05-04T06:51:59.458091Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:01.882873Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Administrative\\\", \\\"Weekend\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Administrative\\\", group_col_2=\\\"Weekend\\\", predicate_col=\\\"PageValues\\\", predicate_op=\\\">=\\\", predicate_value=0.0. Cast \\\"PageValues\\\" to REAL because the SQLite schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b0bb62cd33ca5babc7381ca6dee96f1231ddd31b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_857abcfe80c6a384/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_857abcfe80c6a384", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11452.12, + "sql_execution_elapsed_ms_total": 14.12, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_857abcfe80c6a384\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ffe73d89c1557df3ff257d88309e6b168d90054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10691, "bytes_utf8": 10691, "lines": 316, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b601414023eb2a16e0b42c00904452e4af9648cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8966342dad7f163a", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11473.16, + "sql_execution_elapsed_ms_total": 4.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8966342dad7f163a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c05e99d8aa17f061d1c55c9edd995cdb76a04ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:14:24.829493+00:00", + "ended_at": "2026-05-04T07:14:36.300407+00:00", + "elapsed_ms": 11473.16, + "prompt_metrics": { + "chars": 10691, + "bytes_utf8": 10691, + "lines": 316, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 833, + "bytes_utf8": 833, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 499, + "bytes_utf8": 499, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44d2b2d2c905b8d9ea1452614c53de7bc58816ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Informational", + "measure_col": "PageValues", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Mar", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f21a7dc19b002fe1f81d53f574caa7ed4a2bf050 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-946e-7112-9fcc-584aa7605912"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Mar'\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the required template with bound roles group_col=\\\"Informational\\\", measure_col=\\\"PageValues\\\", predicate_col=\\\"Month\\\", predicate_value='Mar', and top_k=18. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":21888,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fdcdd52ff3bed2097ab7681ca1bf285e2be974e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Mar'\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the required template with bound roles group_col=\"Informational\", measure_col=\"PageValues\", predicate_col=\"Month\", predicate_value='Mar', and top_k=18. CAST to REAL is applied because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ae22fe8e611b2f01d1585c9c412f878e365e5cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:25.094334Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:27.934302Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:35.324820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85ccd67e219364671dc51e7bca37861b6713d540 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=PageValues. +Result preview: [{"Informational": "0", "total_measure": 4839.074971561}, {"Informational": "1", "total_measure": 1283.582349025}, {"Informational": "2", "total_measure": 600.068591994}, {"Informational": "3", "total_measure": 342.63177549}, {"Informational": "6", "total_measure": 202.689870858}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf2b8d9b902977d9f843f5382879b98195833334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_8966342dad7f163a +-- problem_id: v2p_m6_aa50493a9ef784ea +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE "Month" = 'Mar' +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c951c30574597c92daaf3a116cd16c526fe67ef1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Mar'\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Mar'\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"0\", \"total_measure\": 4839.074971561}, {\"Informational\": \"1\", \"total_measure\": 1283.582349025}, {\"Informational\": \"2\", \"total_measure\": 600.068591994}, {\"Informational\": \"3\", \"total_measure\": 342.63177549}, {\"Informational\": \"6\", \"total_measure\": 202.689870858}, {\"Informational\": \"4\", \"total_measure\": 192.672423683}, {\"Informational\": \"5\", \"total_measure\": 41.159780251}, {\"Informational\": \"8\", \"total_measure\": 22.925657166}, {\"Informational\": \"7\", \"total_measure\": 9.719877743}, {\"Informational\": \"12\", \"total_measure\": 8.833825926}, {\"Informational\": \"9\", \"total_measure\": 7.753880158}, {\"Informational\": \"16\", \"total_measure\": 0.0}, {\"Informational\": \"14\", \"total_measure\": 0.0}, {\"Informational\": \"10\", \"total_measure\": 0.0}], \"row_count_returned\": 14, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1421a276e9c664fb7f03bf2b97528d98a92bdb08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:14:24.826019+00:00", + "ended_at": "2026-05-04T07:14:36.336965+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8966342dad7f163a", + "problem_id": "v2p_m6_aa50493a9ef784ea", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=PageValues.", + "bindings": { + "group_col": "Informational", + "measure_col": "PageValues", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Mar", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8966342dad7f163a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8966342dad7f163a", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 21888, + "output_tokens": 139, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2980, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11473.16, + "sql_execution_elapsed_ms_total": 4.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8966342dad7f163a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bbec3e0c5c4e7959e6053a9beea741bbc575a8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966342dad7f163a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:36.320936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11473.16, "started_at": "2026-05-04T07:14:24.829493+00:00", "ended_at": "2026-05-04T07:14:36.300407+00:00", "prompt_metrics": {"chars": 10691, "bytes_utf8": 10691, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 499, "bytes_utf8": 499, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22946, "cached_input_tokens": 21888, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:14:25.094334Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:27.934302Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational_Duration", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..078c6bb0ac399dc044ed725ba5f982040325fd9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-a378-7590-b10c-49e266bdf4cd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with fixed bindings. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22957,"cached_input_tokens":2432,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbe270bc4bf892205f2389caa9cf6ad0f909f871 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the planned template with fixed bindings. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d2c47330f43d7d2e8690def43f84d9ff87ffb7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:17.886248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:20.188772Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:27.319575Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4054932e5b80cc683e97ba6a204ea7553dbc2903 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Informational_Duration. +Result preview: [{"TrafficType": "2", "total_measure": 138279.06407022}, {"TrafficType": "1", "total_measure": 36790.0841663}, {"TrafficType": "3", "total_measure": 27058.36666693}, {"TrafficType": "4", "total_measure": 16925.59571396}, {"TrafficType": "13", "total_measure": 13328.428968137}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da428a89a4b2f948b5a05ec701dc22a9fef4518b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_8966d21d051e37bb +-- problem_id: v2p_m6_b7a58293f3eaff62 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ef9bd9b2771376e5748554f9ca9d5c7c06fb9c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated_Duration\" AS REAL) >= 1464.157214\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated_Duration\\\" AS REAL) >= 1464.157214\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 138279.06407022}, {\"TrafficType\": \"1\", \"total_measure\": 36790.0841663}, {\"TrafficType\": \"3\", \"total_measure\": 27058.36666693}, {\"TrafficType\": \"4\", \"total_measure\": 16925.59571396}, {\"TrafficType\": \"13\", \"total_measure\": 13328.428968137}, {\"TrafficType\": \"10\", \"total_measure\": 9168.56666663}, {\"TrafficType\": \"8\", \"total_measure\": 8927.7500004}, {\"TrafficType\": \"6\", \"total_measure\": 8811.88182957}, {\"TrafficType\": \"20\", \"total_measure\": 2239.7400000000002}, {\"TrafficType\": \"14\", \"total_measure\": 2138.433333}, {\"TrafficType\": \"11\", \"total_measure\": 2081.3333333}, {\"TrafficType\": \"19\", \"total_measure\": 2024.0}, {\"TrafficType\": \"5\", \"total_measure\": 1769.9666667}, {\"TrafficType\": \"7\", \"total_measure\": 547.9666667}, {\"TrafficType\": \"9\", \"total_measure\": 230.0}, {\"TrafficType\": \"15\", \"total_measure\": 84.66666667}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a168008db90962890494b7f129c160ae6c8362e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:12:17.655334+00:00", + "ended_at": "2026-05-04T07:12:28.075041+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8966d21d051e37bb", + "problem_id": "v2p_m6_b7a58293f3eaff62", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=TrafficType, measure_col=Informational_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational_Duration", + "predicate_col": "ProductRelated_Duration", + "predicate_op": ">=", + "predicate_value": 1464.157214, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8966d21d051e37bb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8966d21d051e37bb", + "api_calls": 0, + "input_tokens": 22957, + "cached_input_tokens": 2432, + "output_tokens": 123, + "total_tokens": 23080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2868, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10378.71, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8966d21d051e37bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69d0f2fce8a632ec61fa6831c29be09d2aa6b44e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:28.055699+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10378.71, "started_at": "2026-05-04T07:12:17.660154+00:00", "ended_at": "2026-05-04T07:12:28.037403+00:00", "prompt_metrics": {"chars": 10735, "bytes_utf8": 10735, "lines": 316, "estimated_tokens": 2868}, "response_metrics": {"chars": 435, "bytes_utf8": 435, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22957, "cached_input_tokens": 2432, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:12:17.886248Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:20.188772Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 1464.157214\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the planned template with fixed bindings. Cast text-typed numeric columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..38e650577ae6a282483b72ab629a65c18e8170ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8966d21d051e37bb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8966d21d051e37bb", + "api_calls": 0, + "input_tokens": 22957, + "cached_input_tokens": 2432, + "output_tokens": 123, + "total_tokens": 23080, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2868, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10378.71, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8966d21d051e37bb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f5e6491761edd14bea9f25be36458c4d9094d85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 310, "estimated_tokens": 2832}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22923, "cached_input_tokens": 19840, "output_tokens": 240}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8015756cb2eabdfecb7972f7ec1c13672db60a2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_89c83f80634957b3", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 19840, + "output_tokens": 240, + "total_tokens": 23163, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2832, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13239.46, + "sql_execution_elapsed_ms_total": 32.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_89c83f80634957b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6dc0669e604ddc0698d5f3785fca1c2ec62df9fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:30:19.256364+00:00", + "ended_at": "2026-05-04T07:30:32.495824+00:00", + "elapsed_ms": 13239.46, + "prompt_metrics": { + "chars": 10584, + "bytes_utf8": 10584, + "lines": 310, + "estimated_tokens": 2832 + }, + "stdout_metrics": { + "chars": 911, + "bytes_utf8": 911, + "lines": 4, + "estimated_tokens": 264 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13246 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 565, + "bytes_utf8": 565, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22923, + "cached_input_tokens": 19840, + "output_tokens": 240 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2694b2fe1e8e3ddb810e7940be01e1b0d9c4aebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=OperatingSystems.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e91093e5aef8dfa1cc48d43db66fc1b59ddbe4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-2488-7b00-ad34-1d33982bd9f8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"OperatingSystems\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"OperatingSystems\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"OperatingSystems\\\" and num_tiles=10. CAST to REAL is applied because the schema stores this numeric-discrete field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":19840,"output_tokens":240}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f37e83fecd8cb6869d6db9891d929634d6168ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"OperatingSystems\",\n NTILE(10) OVER (ORDER BY CAST(\"OperatingSystems\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m6\"\n)\nSELECT \"OperatingSystems\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"OperatingSystems\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"OperatingSystems\" and num_tiles=10. CAST to REAL is applied because the schema stores this numeric-discrete field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7785fcfe49ea2ff53972fdf05bce3eae947cfdf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:19.522402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:21.947515Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:31.640579Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fab22a2aed637456f11ff95873a169c1d2305086 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=OperatingSystems. +Result preview: [{"OperatingSystems": "8"}, {"OperatingSystems": "8"}, {"OperatingSystems": "8"}, {"OperatingSystems": "8"}, {"OperatingSystems": "8"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ccf3e4771de900050b0a7b315ac0d751127237c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_89c83f80634957b3 +-- problem_id: v2p_m6_e8dfc75ba5ca36ff +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "OperatingSystems", + NTILE(10) OVER (ORDER BY CAST("OperatingSystems" AS REAL) DESC) AS "tail_bucket" + FROM "m6" +) +SELECT "OperatingSystems" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("OperatingSystems" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..96c10e7c790e5b4c30a095aa4564597b1b79692b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"OperatingSystems\",\n NTILE(10) OVER (ORDER BY CAST(\"OperatingSystems\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m6\"\n)\nSELECT \"OperatingSystems\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"OperatingSystems\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"OperatingSystems\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"OperatingSystems\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"OperatingSystems\\\" AS REAL) DESC;\", \"columns\": [\"OperatingSystems\"], \"rows\": [{\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}, {\"OperatingSystems\": \"8\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 32.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1c11668e2836232c7f50b18d4b090a496503089 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:30:19.251805+00:00", + "ended_at": "2026-05-04T07:30:32.558655+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_89c83f80634957b3", + "problem_id": "v2p_m6_e8dfc75ba5ca36ff", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=OperatingSystems.", + "bindings": { + "measure_col": "OperatingSystems", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_89c83f80634957b3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_89c83f80634957b3", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 19840, + "output_tokens": 240, + "total_tokens": 23163, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2832, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13239.46, + "sql_execution_elapsed_ms_total": 32.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_89c83f80634957b3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..95a6d887fde5c192ccbf6095f08a9982c818ddad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_89c83f80634957b3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:32.515857+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13239.46, "started_at": "2026-05-04T07:30:19.256364+00:00", "ended_at": "2026-05-04T07:30:32.495824+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 310, "estimated_tokens": 2832}, "response_metrics": {"chars": 565, "bytes_utf8": 565, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22923, "cached_input_tokens": 19840, "output_tokens": 240}, "stderr_preview": "2026-05-04T07:30:19.522402Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:21.947515Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "TrafficType", + "measure_col": "BounceRates", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5125ed3793e8c94ade88ba1090ef86f3dc67ce70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-858a-7a81-8fb2-3422016bf0b1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"BounceRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided grouped numeric mean template with group_col bound to \\\"TrafficType\\\" and measure_col bound to \\\"BounceRates\\\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22871,"cached_input_tokens":21888,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..504706004d5fe362bb04589adcb7c0ab6f84b015 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"BounceRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;","notes":"Used the provided grouped numeric mean template with group_col bound to \"TrafficType\" and measure_col bound to \"BounceRates\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..926c83d537fc7d77736726f98d9b1e650c7a1503 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:53.593824Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:55.967999Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:03.083967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e986433d8f1e77b6f840ee8cd22cca58a60ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates. +Result preview: [{"TrafficType": "15", "avg_measure": 0.06992155889473685}, {"TrafficType": "17", "avg_measure": 0.05}, {"TrafficType": "13", "avg_measure": 0.048708069957994586}, {"TrafficType": "3", "avg_measure": 0.03331397882992203}, {"TrafficType": "18", "avg_measure": 0.0331283423}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1755e6fa43c7383ebc1982b32cf1debb1d459535 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8bfab698db0ae713 +-- problem_id: v2p_m6_5128415b6a36ca4b +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("BounceRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b0a3df3a5401e1eb49d54cac61c8df7c3f58fe6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"BounceRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"BounceRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"TrafficType\", \"avg_measure\"], \"rows\": [{\"TrafficType\": \"15\", \"avg_measure\": 0.06992155889473685}, {\"TrafficType\": \"17\", \"avg_measure\": 0.05}, {\"TrafficType\": \"13\", \"avg_measure\": 0.048708069957994586}, {\"TrafficType\": \"3\", \"avg_measure\": 0.03331397882992203}, {\"TrafficType\": \"18\", \"avg_measure\": 0.0331283423}, {\"TrafficType\": \"1\", \"avg_measure\": 0.03234639681844145}, {\"TrafficType\": \"20\", \"avg_measure\": 0.027533968171717174}, {\"TrafficType\": \"9\", \"avg_measure\": 0.026341180928571434}, {\"TrafficType\": \"19\", \"avg_measure\": 0.025750814352941177}, {\"TrafficType\": \"11\", \"avg_measure\": 0.02221049375303644}, {\"TrafficType\": \"6\", \"avg_measure\": 0.022103455583333334}, {\"TrafficType\": \"10\", \"avg_measure\": 0.016633320835555555}, {\"TrafficType\": \"4\", \"avg_measure\": 0.016261300659494854}, {\"TrafficType\": \"8\", \"avg_measure\": 0.011499247069970846}, {\"TrafficType\": \"5\", \"avg_measure\": 0.009450601403846154}, {\"TrafficType\": \"2\", \"avg_measure\": 0.008454780435982624}, {\"TrafficType\": \"7\", \"avg_measure\": 0.00782240575}, {\"TrafficType\": \"14\", \"avg_measure\": 0.0024338006923076924}, {\"TrafficType\": \"16\", \"avg_measure\": 0.0}, {\"TrafficType\": \"12\", \"avg_measure\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 14.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c59e5cc400368ccde1606469e4e9ae8afe62f54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:08:53.314693+00:00", + "ended_at": "2026-05-04T07:09:03.899757+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8bfab698db0ae713", + "problem_id": "v2p_m6_5128415b6a36ca4b", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "BounceRates", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8bfab698db0ae713.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8bfab698db0ae713", + "api_calls": 0, + "input_tokens": 22871, + "cached_input_tokens": 21888, + "output_tokens": 114, + "total_tokens": 22985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2780, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10531.23, + "sql_execution_elapsed_ms_total": 14.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8bfab698db0ae713\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d98736c09346c6f19699cfe2a199ac4c7d52768e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8bfab698db0ae713/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:03.867657+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10531.23, "started_at": "2026-05-04T07:08:53.318007+00:00", "ended_at": "2026-05-04T07:09:03.849380+00:00", "prompt_metrics": {"chars": 10422, "bytes_utf8": 10422, "lines": 312, "estimated_tokens": 2780}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22871, "cached_input_tokens": 21888, "output_tokens": 114}, "stderr_preview": "2026-05-04T07:08:53.593824Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:55.967999Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31dc317416109cd127ee4336bbed8ed8d0a42959 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-b147-7fb3-b76d-aab5417f2a78"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 11;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Revenue, and top_k=11. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22945,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3e06b916d5cc48fbaac391903baefda9ca83673 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 11;","notes":"Uses the required Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Revenue, and top_k=11. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..386a70dca04b71a3c783aa8a7a35048c566deb23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:28.701888Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:31.111406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:39.394812Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c83452afab509b24d12d813139ffd694499ccfea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue. +Result preview: [{"SpecialDay": "1", "Revenue": "TRUE", "support": 10}, {"SpecialDay": "0.8", "Revenue": "TRUE", "support": 11}, {"SpecialDay": "0.4", "Revenue": "TRUE", "support": 13}, {"SpecialDay": "0.2", "Revenue": "TRUE", "support": 14}, {"SpecialDay": "0.6", "Revenue": "TRUE", "support": 29}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a426b424c5381bbbdff78478e748412b3b75179c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_8d8003197b4db653 +-- problem_id: v2p_m6_3897018247a3e7b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..988cb6522067d4731e718e291d4e36df62701ac8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Revenue\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Revenue\"\nORDER BY support ASC, \"SpecialDay\", \"Revenue\"\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Revenue\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Revenue\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Revenue\\\"\\nLIMIT 11;\", \"columns\": [\"SpecialDay\", \"Revenue\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"Revenue\": \"TRUE\", \"support\": 10}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"TRUE\", \"support\": 11}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"TRUE\", \"support\": 13}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"TRUE\", \"support\": 14}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"TRUE\", \"support\": 29}, {\"SpecialDay\": \"1\", \"Revenue\": \"FALSE\", \"support\": 144}, {\"SpecialDay\": \"0.2\", \"Revenue\": \"FALSE\", \"support\": 164}, {\"SpecialDay\": \"0.4\", \"Revenue\": \"FALSE\", \"support\": 230}, {\"SpecialDay\": \"0.8\", \"Revenue\": \"FALSE\", \"support\": 314}, {\"SpecialDay\": \"0.6\", \"Revenue\": \"FALSE\", \"support\": 322}, {\"SpecialDay\": \"0\", \"Revenue\": \"TRUE\", \"support\": 1831}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4181fd0a617823156f74b0f38442ceb25901be32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:37:28.511600+00:00", + "ended_at": "2026-05-04T07:37:40.413222+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8d8003197b4db653", + "problem_id": "v2p_m6_3897018247a3e7b7", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=Revenue.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Revenue", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8d8003197b4db653.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8d8003197b4db653", + "api_calls": 0, + "input_tokens": 22945, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2856, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11858.57, + "sql_execution_elapsed_ms_total": 12.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8d8003197b4db653\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ba80dcbf4b1c6f58762803add00cf1dbcd09312c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8d8003197b4db653/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:40.392501+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11858.57, "started_at": "2026-05-04T07:37:28.514404+00:00", "ended_at": "2026-05-04T07:37:40.372923+00:00", "prompt_metrics": {"chars": 10566, "bytes_utf8": 10566, "lines": 312, "estimated_tokens": 2856}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22945, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:37:28.701888Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:31.111406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ExitRates", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..272a14fd4b333d2e4e0d2dd19d71496eef15b8cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-e580-7f83-940d-0416a6cd0840"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"ExitRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col bound to \\\"VisitorType\\\" and measure_col bound to \\\"ExitRates\\\". Cast \\\"ExitRates\\\" from TEXT to REAL for a correct SQLite numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a2b5c00b34166dbc20bdd30c5356470b966753a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"ExitRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col bound to \"VisitorType\" and measure_col bound to \"ExitRates\". Cast \"ExitRates\" from TEXT to REAL for a correct SQLite numeric average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02619c328b4ce172c82a44ed80f60fad3d4e6a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:18.176672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:20.768857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:29.392868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a896641fad9184dcedecabd5a054b087de70c9c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates. +Result preview: [{"VisitorType": "Other", "avg_measure": 0.06334867188235294}, {"VisitorType": "Returning_Visitor", "avg_measure": 0.04650461152923893}, {"VisitorType": "New_Visitor", "avg_measure": 0.02068052131404959}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b73914b091269bb8244b2e1ccd3878a308078e70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8db02e9f3b37cf9c +-- problem_id: v2p_m6_ced07c0f8894bd0e +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("ExitRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5d80c45fa768ca3ae31a449c70d12a1b3fb83a8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"VisitorType\", AVG(CAST(\"ExitRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"VisitorType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"VisitorType\\\", AVG(CAST(\\\"ExitRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"VisitorType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"VisitorType\", \"avg_measure\"], \"rows\": [{\"VisitorType\": \"Other\", \"avg_measure\": 0.06334867188235294}, {\"VisitorType\": \"Returning_Visitor\", \"avg_measure\": 0.04650461152923893}, {\"VisitorType\": \"New_Visitor\", \"avg_measure\": 0.02068052131404959}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f65c85c62d3c89ffee8038b2014352709cb7e09b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:09:17.933121+00:00", + "ended_at": "2026-05-04T07:09:30.370208+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8db02e9f3b37cf9c", + "problem_id": "v2p_m6_ced07c0f8894bd0e", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=VisitorType, measure_col=ExitRates.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "ExitRates", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8db02e9f3b37cf9c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8db02e9f3b37cf9c", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22985, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2878, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12391.79, + "sql_execution_elapsed_ms_total": 11.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8db02e9f3b37cf9c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..da053ec21eb84992fe7d13696327d07e9d0cfa84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8db02e9f3b37cf9c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:30.345283+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12391.79, "started_at": "2026-05-04T07:09:17.936396+00:00", "ended_at": "2026-05-04T07:09:30.328262+00:00", "prompt_metrics": {"chars": 10413, "bytes_utf8": 10413, "lines": 312, "estimated_tokens": 2779}, "response_metrics": {"chars": 403, "bytes_utf8": 403, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:09:18.176672Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:20.768857Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Browser", + "measure_col": "ProductRelated", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..914e7ba2e112921b1a59433de61075c90c1343ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-c9bb-7a31-ac1b-998c56c1cf67"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"Browser\\\" and measure_col=\\\"ProductRelated\\\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":19840,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9733f0d05a25779c8d150cc8bf79908fe5f65eea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"Browser\" and measure_col=\"ProductRelated\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53da5ed20fffaf5b5fe4663bd79357e0feb5bfbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:05.518055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:07.914430Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:16.907102Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f1cf7235b1cdca85248e64b27bf6b09a081d463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated. +Result preview: [{"Browser": "2", "avg_measure": 34.79273960557719}, {"Browser": "10", "avg_measure": 32.86503067484663}, {"Browser": "5", "avg_measure": 31.33404710920771}, {"Browser": "4", "avg_measure": 30.449728260869566}, {"Browser": "6", "avg_measure": 29.873563218390803}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97886c4d2d82be3a5e974c236411099d5397739f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8fc384e0725513ba +-- problem_id: v2p_m6_8e2ea2e09f5f61d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b172470833e740a50b51e3fbe1565ab5977cfa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Browser\", AVG(CAST(\"ProductRelated\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Browser\\\", AVG(CAST(\\\"ProductRelated\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Browser\", \"avg_measure\"], \"rows\": [{\"Browser\": \"2\", \"avg_measure\": 34.79273960557719}, {\"Browser\": \"10\", \"avg_measure\": 32.86503067484663}, {\"Browser\": \"5\", \"avg_measure\": 31.33404710920771}, {\"Browser\": \"4\", \"avg_measure\": 30.449728260869566}, {\"Browser\": \"6\", \"avg_measure\": 29.873563218390803}, {\"Browser\": \"7\", \"avg_measure\": 25.693877551020407}, {\"Browser\": \"1\", \"avg_measure\": 24.40536149471974}, {\"Browser\": \"8\", \"avg_measure\": 18.022222222222222}, {\"Browser\": \"12\", \"avg_measure\": 17.2}, {\"Browser\": \"3\", \"avg_measure\": 16.419047619047618}, {\"Browser\": \"13\", \"avg_measure\": 14.885245901639344}, {\"Browser\": \"11\", \"avg_measure\": 12.166666666666666}, {\"Browser\": \"9\", \"avg_measure\": 10.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.85}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1612e9989d3b825bec425a72f0dd903930ccebfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:08:05.241165+00:00", + "ended_at": "2026-05-04T07:08:17.818251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_8fc384e0725513ba", + "problem_id": "v2p_m6_8e2ea2e09f5f61d1", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Browser, measure_col=ProductRelated.", + "bindings": { + "group_col": "Browser", + "measure_col": "ProductRelated", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_8fc384e0725513ba.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_8fc384e0725513ba", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12533.42, + "sql_execution_elapsed_ms_total": 7.85, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_8fc384e0725513ba\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..905bf36ed4e7ae71383f6651ca4bff7e6f9f680a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_8fc384e0725513ba/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:17.793710+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12533.42, "started_at": "2026-05-04T07:08:05.244614+00:00", "ended_at": "2026-05-04T07:08:17.778131+00:00", "prompt_metrics": {"chars": 10416, "bytes_utf8": 10416, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 402, "bytes_utf8": 402, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 19840, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:08:05.518055Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:07.914430Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d9146c2ad6ae213f81d87dee931e548a029e9ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-37be-7622-bfa7-629d09deb1a1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 13;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=13. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22943,"cached_input_tokens":22400,"output_tokens":142}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..528216f72c1b2f2444af5963d5dc1bbf2174a730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 13;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=13. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7172aac575088c037d84a8bab8846226d67c5e09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:03.137042Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:05.509460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:15.810332Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e92a9a8e1e190575fecf54e6b5e0569c082112f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser. +Result preview: [{"Month": "Dec", "Browser": "11", "support": 1}, {"Month": "Feb", "Browser": "7", "support": 1}, {"Month": "Jul", "Browser": "11", "support": 1}, {"Month": "Jul", "Browser": "12", "support": 1}, {"Month": "June", "Browser": "13", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6d567ecb3cac95470e311451d836ea813999d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_9070e8c97a71a326 +-- problem_id: v2p_m6_b90a156a26f16e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68d2fa061b832c3df92f625a14558240652e945b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 13;\", \"columns\": [\"Month\", \"Browser\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Feb\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"13\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Mar\", \"Browser\": \"9\", \"support\": 1}, {\"Month\": \"May\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"Oct\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"Aug\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"June\", \"Browser\": \"6\", \"support\": 2}, {\"Month\": \"Nov\", \"Browser\": \"11\", \"support\": 2}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c530a10ea064d5b8cce24282cc2f463628cb9bee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:02.924676+00:00", + "ended_at": "2026-05-04T07:38:16.730486+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9070e8c97a71a326", + "problem_id": "v2p_m6_b90a156a26f16e15", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, group_col_2=Browser.", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9070e8c97a71a326.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9070e8c97a71a326", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 22400, + "output_tokens": 142, + "total_tokens": 23085, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2966, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13762.77, + "sql_execution_elapsed_ms_total": 13.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9070e8c97a71a326\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f32696ae572edb75297a6629b431a42a7ff2d322 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9070e8c97a71a326/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:16.709629+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13762.77, "started_at": "2026-05-04T07:38:02.928193+00:00", "ended_at": "2026-05-04T07:38:16.691293+00:00", "prompt_metrics": {"chars": 10556, "bytes_utf8": 10556, "lines": 312, "estimated_tokens": 2854}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22943, "cached_input_tokens": 22400, "output_tokens": 142}, "stderr_preview": "2026-05-04T07:38:03.137042Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:05.509460Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, condition_col=Revenue.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Month", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..84d236c8b0d61fdb23cfa4b95c343381158b7c3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-1e45-73f2-91d4-13584aad1005"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Month\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"Month\\\" and condition_col=\\\"Revenue\\\", treating 'TRUE' as the condition value. Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22927,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e56999f52734fd687e96423897292b7de206037 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Month\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"Month\" and condition_col=\"Revenue\", treating 'TRUE' as the condition value. Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..91d4c676cd8d7aae9288c71c6888aa72b0f64b74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:09.648989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:12.198828Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:19.894345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb5bfcbb8caedb97766241600a52459f7dbce82e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, condition_col=Revenue. +Result preview: [{"Month": "Nov", "condition_rate": 0.25350233488992663}, {"Month": "Oct", "condition_rate": 0.20947176684881602}, {"Month": "Sep", "condition_rate": 0.19196428571428573}, {"Month": "Aug", "condition_rate": 0.17551963048498845}, {"Month": "Jul", "condition_rate": 0.1527777777777778}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..38844367c3dba173c818ee4096e43ba8317297ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_91cbd79ec1b4858e +-- problem_id: v2p_m6_8c2c168dfcd30630 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e8378f5409f4311a1b85f01390199944ca51c52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Month\",\n AVG(CASE WHEN \"Revenue\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Month\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Month\\\",\\n AVG(CASE WHEN \\\"Revenue\\\" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Month\", \"condition_rate\"], \"rows\": [{\"Month\": \"Nov\", \"condition_rate\": 0.25350233488992663}, {\"Month\": \"Oct\", \"condition_rate\": 0.20947176684881602}, {\"Month\": \"Sep\", \"condition_rate\": 0.19196428571428573}, {\"Month\": \"Aug\", \"condition_rate\": 0.17551963048498845}, {\"Month\": \"Jul\", \"condition_rate\": 0.1527777777777778}, {\"Month\": \"Dec\", \"condition_rate\": 0.1250723798494499}, {\"Month\": \"May\", \"condition_rate\": 0.10850178359096314}, {\"Month\": \"June\", \"condition_rate\": 0.10069444444444445}, {\"Month\": \"Mar\", \"condition_rate\": 0.10068169900367069}, {\"Month\": \"Feb\", \"condition_rate\": 0.016304347826086956}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff162588d03c974d40f7d6ec4ab08905a42e66a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:53:09.428848+00:00", + "ended_at": "2026-05-04T06:53:20.729162+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_91cbd79ec1b4858e", + "problem_id": "v2p_m6_8c2c168dfcd30630", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, condition_col=Revenue.", + "bindings": { + "group_col": "Month", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_91cbd79ec1b4858e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_91cbd79ec1b4858e", + "api_calls": 0, + "input_tokens": 22927, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 23060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2836, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2943, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11259.8, + "sql_execution_elapsed_ms_total": 8.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_91cbd79ec1b4858e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a014f78d3bdf0e14bca9285e40f38d242dd251f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_91cbd79ec1b4858e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:20.711883+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11259.8, "started_at": "2026-05-04T06:53:09.432428+00:00", "ended_at": "2026-05-04T06:53:20.691971+00:00", "prompt_metrics": {"chars": 10646, "bytes_utf8": 10646, "lines": 315, "estimated_tokens": 2836}, "response_metrics": {"chars": 438, "bytes_utf8": 438, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22927, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T06:53:09.648989Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:12.198828Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ad86193f97925178fabc440764fb1beaaeac709 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9317f5990c6460e4\n-- problem_id: v2p_m6_27d7af892a0feb8c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9317f5990c6460e4\\n-- problem_id: v2p_m6_27d7af892a0feb8c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 1.7118387909319899}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 4.666666666666667}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 5.1923076923076925}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 3.423076923076923}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 3.076923076923077}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 4.043478260869565}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 3.782608695652174}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 4.2727272727272725}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 3.772727272727273}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 5.0476190476190474}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 3.7222222222222223}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 3.6666666666666665}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 2.888888888888889}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 5.647058823529412}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 3.588235294117647}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 3.411764705882353}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 3.1176470588235294}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 4.4375}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 4.928571428571429}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 3.142857142857143}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 3.0833333333333335}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 3.0}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 2.909090909090909}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 2.5454545454545454}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 2.7}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 2.4}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 4.555555555555555}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 4.222222222222222}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 3.6666666666666665}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 3.5555555555555554}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 3.111111111111111}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 4.75}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 4.375}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 3.375}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 3.25}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 2.75}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 2.5}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 2.0}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 2.0}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 6.714285714285714}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 6.285714285714286}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 5.285714285714286}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 5.285714285714286}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 5.142857142857143}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 3.7142857142857144}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 3.2857142857142856}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 1.5714285714285714}, {\"Informational_Duration\": \"60.5\", \"support\": 6, \"avg_response\": 7.166666666666667}, {\"Informational_Duration\": \"46.5\", \"support\": 6, \"avg_response\": 5.833333333333333}, {\"Informational_Duration\": \"21.2\", \"support\": 6, \"avg_response\": 5.333333333333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a052ae20c03397d98fe2b8c2310e87f00042fd87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.665438+00:00", + "ended_at": "2026-05-04T07:38:29.677005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9317f5990c6460e4", + "problem_id": "v2p_m6_27d7af892a0feb8c", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9317f5990c6460e4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9317f5990c6460e4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ab992a39f7d27419c406f8d142cfbee71c80a41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ExitRates": "0.2", "support": 710, "avg_response": 0.02112676056338028}, {"ExitRates": "0.1", "support": 338, "avg_response": 0.07988165680473373}, {"ExitRates": "0.05", "support": 329, "avg_response": 0.49848024316109424}, {"ExitRates": "0.033333333", "support": 291, "avg_response": 0.9381443298969072}, {"ExitRates": "0.066666667", "support": 267, "avg_response": 0.24719101123595505}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8f3551119e17352b1c8d44f320ec8e552f8c68a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_940fdbe034ff5be2 +-- problem_id: v2p_m6_9f626e0928ddf28b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6937999caf0decfaec0c83da2de883a5e3ce973f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_940fdbe034ff5be2\n-- problem_id: v2p_m6_9f626e0928ddf28b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_940fdbe034ff5be2\\n-- problem_id: v2p_m6_9f626e0928ddf28b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.02112676056338028}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 0.07988165680473373}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 0.49848024316109424}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 0.9381443298969072}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 0.24719101123595505}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 1.1428571428571428}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 0.9065420560747663}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 1.6243093922651934}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 1.8802395209580838}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 1.4013157894736843}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 1.4933333333333334}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 1.8220338983050848}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 2.080357142857143}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 2.2718446601941746}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 2.32183908045977}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 2.1494252873563218}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 2.4096385542168677}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 1.8974358974358974}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 1.105263157894737}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 2.2857142857142856}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.014925373134328358}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.03333333333333333}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 0.7758620689655172}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 2.388888888888889}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 0.3333333333333333}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 0.2962962962962963}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 2.2549019607843137}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 0.15217391304347827}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 2.933333333333333}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 2.111111111111111}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 1.4222222222222223}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 2.022727272727273}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 1.5909090909090908}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 1.853658536585366}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 0.7804878048780488}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 3.026315789473684}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 2.1842105263157894}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 2.1315789473684212}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 1.162162162162162}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 2.6944444444444446}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 2.611111111111111}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 1.7352941176470589}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 0.8709677419354839}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 1.7333333333333334}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 3.0344827586206895}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 1.2413793103448276}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 0.8620689655172413}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 2.0}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 3.6296296296296298}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 1.6923076923076923}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2636ac1d6dfd6525859affb924814f863ae8ae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.930706+00:00", + "ended_at": "2026-05-04T07:38:29.945571+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_940fdbe034ff5be2", + "problem_id": "v2p_m6_9f626e0928ddf28b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_940fdbe034ff5be2.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_940fdbe034ff5be2/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..008c86ba91c9abf853daef66837a2d96982d14f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2902}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 2020, "bytes_utf8": 2020, "lines": 1, "estimated_tokens": 594}, "usage": {"input_tokens": 22993, "cached_input_tokens": 19840, "output_tokens": 781}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4cc016c087337e81c11514a35e3acc8d1671a52e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_94d83e29571c6880", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 19840, + "output_tokens": 781, + "total_tokens": 23774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 594, + "estimated_total_tokens": 3496, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23516.13, + "sql_execution_elapsed_ms_total": 82.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_94d83e29571c6880\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fd9c6af17375cdd283e337c1904aa2ece40c7f6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:20:02.199795+00:00", + "ended_at": "2026-05-04T07:20:25.711176+00:00", + "elapsed_ms": 23516.13, + "prompt_metrics": { + "chars": 10816, + "bytes_utf8": 10816, + "lines": 314, + "estimated_tokens": 2902 + }, + "stdout_metrics": { + "chars": 2642, + "bytes_utf8": 2642, + "lines": 4, + "estimated_tokens": 890 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13169 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 2020, + "bytes_utf8": 2020, + "lines": 1, + "estimated_tokens": 594 + }, + "usage": { + "input_tokens": 22993, + "cached_input_tokens": 19840, + "output_tokens": 781 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b72253c673467146bb51b6271ff0882c04df6876 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Region", + "measure_col": "BounceRates", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e453abcf16b0731e8b8b70d0333d176d811374a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1db-ba21-7b40-ad5e-1f0dbcb4ad36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n AND TRIM(\\\"OperatingSystems\\\") <> ''\\n AND TRIM(\\\"Region\\\") <> ''\\n AND TRIM(\\\"BounceRates\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n),\\n\\\"agg\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n AVG(\\\"measure\\\" * \\\"measure\\\") AS \\\"avg_sq\\\",\\n AVG(\\\"measure\\\") AS \\\"avg_measure\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n)\\nSELECT\\n a.\\\"OperatingSystems\\\",\\n a.\\\"Region\\\",\\n m.\\\"median_measure\\\",\\n CASE\\n WHEN a.\\\"avg_sq\\\" - a.\\\"avg_measure\\\" * a.\\\"avg_measure\\\" > 0\\n THEN SQRT(a.\\\"avg_sq\\\" - a.\\\"avg_measure\\\" * a.\\\"avg_measure\\\")\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"agg\\\" AS a\\nJOIN \\\"medians\\\" AS m\\n ON a.\\\"OperatingSystems\\\" = m.\\\"OperatingSystems\\\"\\n AND a.\\\"Region\\\" = m.\\\"Region\\\"\\nWHERE a.\\\"group_size\\\" >= 5\\nORDER BY m.\\\"median_measure\\\" DESC\\nLIMIT 15;\",\"notes\":\"Replaced unsupported SQLite functions with a median-by-window calculation and stddev as SQRT(AVG(x*x) - AVG(x)^2). Cast \\\"BounceRates\\\" from TEXT to REAL and filtered out null/empty values; enforced minimum group size 5 and limited results to 15 using provided bindings.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22993,"cached_input_tokens":19840,"output_tokens":781}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50da7e9a3d623044c2fbf93d857fe226563e85f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n AND TRIM(\"OperatingSystems\") <> ''\n AND TRIM(\"Region\") <> ''\n AND TRIM(\"BounceRates\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Region\"\n),\n\"agg\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n COUNT(*) AS \"group_size\",\n AVG(\"measure\" * \"measure\") AS \"avg_sq\",\n AVG(\"measure\") AS \"avg_measure\"\n FROM \"filtered\"\n GROUP BY \"OperatingSystems\", \"Region\"\n)\nSELECT\n a.\"OperatingSystems\",\n a.\"Region\",\n m.\"median_measure\",\n CASE\n WHEN a.\"avg_sq\" - a.\"avg_measure\" * a.\"avg_measure\" > 0\n THEN SQRT(a.\"avg_sq\" - a.\"avg_measure\" * a.\"avg_measure\")\n ELSE 0.0\n END AS \"measure_stddev\"\nFROM \"agg\" AS a\nJOIN \"medians\" AS m\n ON a.\"OperatingSystems\" = m.\"OperatingSystems\"\n AND a.\"Region\" = m.\"Region\"\nWHERE a.\"group_size\" >= 5\nORDER BY m.\"median_measure\" DESC\nLIMIT 15;","notes":"Replaced unsupported SQLite functions with a median-by-window calculation and stddev as SQRT(AVG(x*x) - AVG(x)^2). Cast \"BounceRates\" from TEXT to REAL and filtered out null/empty values; enforced minimum group size 5 and limited results to 15 using provided bindings."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d55859ed246fa6cd34e9ed5ee02b5c466a12d86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:20:02.430352Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:20:04.959883Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:20:24.771499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..60260de75a8f8c3f0da3e2b7b2ffbebdec0bc2f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates. +Result preview: [{"OperatingSystems": "6", "Region": "3", "median_measure": 0.0277777775, "measure_stddev": 0.08690439069998436}, {"OperatingSystems": "3", "Region": "2", "median_measure": 0.014208908999999999, "measure_stddev": 0.05437038001869261}, {"OperatingSystems": "3", "Region": "3", "median_measure": 0.012422839500000001, "measure_stddev": 0.05952030175888069}, {"OperatingSystems": "3", "Region": "6", "median_measure": 0.012304031, "measure_stddev": 0.05499819147744388}, {"OperatingSystems": "3", "Region": "1", "median_measure": 0.010769231, "measure_stddev": 0.05130056862829407}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a413663f91cc56b8428b46ba3a48bbba373800ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/generated_sql.sql @@ -0,0 +1,75 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_94d83e29571c6880 +-- problem_id: v2p_m6_5efe785244d04b67 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + "Region", + CAST("BounceRates" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Region" IS NOT NULL + AND "BounceRates" IS NOT NULL + AND TRIM("OperatingSystems") <> '' + AND TRIM("Region") <> '' + AND TRIM("BounceRates") <> '' +), +"ranked" AS ( + SELECT + "OperatingSystems", + "Region", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Region" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Region" + ) AS "cnt" + FROM "filtered" +), +"medians" AS ( + SELECT + "OperatingSystems", + "Region", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Region" +), +"agg" AS ( + SELECT + "OperatingSystems", + "Region", + COUNT(*) AS "group_size", + AVG("measure" * "measure") AS "avg_sq", + AVG("measure") AS "avg_measure" + FROM "filtered" + GROUP BY "OperatingSystems", "Region" +) +SELECT + a."OperatingSystems", + a."Region", + m."median_measure", + CASE + WHEN a."avg_sq" - a."avg_measure" * a."avg_measure" > 0 + THEN SQRT(a."avg_sq" - a."avg_measure" * a."avg_measure") + ELSE 0.0 + END AS "measure_stddev" +FROM "agg" AS a +JOIN "medians" AS m + ON a."OperatingSystems" = m."OperatingSystems" + AND a."Region" = m."Region" +WHERE a."group_size" >= 5 +ORDER BY m."median_measure" DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c0a2472e0c7781ea22bd97cf6fe520887e02f41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n CAST(\"BounceRates\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n AND TRIM(\"OperatingSystems\") <> ''\n AND TRIM(\"Region\") <> ''\n AND TRIM(\"BounceRates\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\", \"Region\"\n ) AS \"cnt\"\n FROM \"filtered\"\n),\n\"medians\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"OperatingSystems\", \"Region\"\n),\n\"agg\" AS (\n SELECT\n \"OperatingSystems\",\n \"Region\",\n COUNT(*) AS \"group_size\",\n AVG(\"measure\" * \"measure\") AS \"avg_sq\",\n AVG(\"measure\") AS \"avg_measure\"\n FROM \"filtered\"\n GROUP BY \"OperatingSystems\", \"Region\"\n)\nSELECT\n a.\"OperatingSystems\",\n a.\"Region\",\n m.\"median_measure\",\n CASE\n WHEN a.\"avg_sq\" - a.\"avg_measure\" * a.\"avg_measure\" > 0\n THEN SQRT(a.\"avg_sq\" - a.\"avg_measure\" * a.\"avg_measure\")\n ELSE 0.0\n END AS \"measure_stddev\"\nFROM \"agg\" AS a\nJOIN \"medians\" AS m\n ON a.\"OperatingSystems\" = m.\"OperatingSystems\"\n AND a.\"Region\" = m.\"Region\"\nWHERE a.\"group_size\" >= 5\nORDER BY m.\"median_measure\" DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n AND TRIM(\\\"OperatingSystems\\\") <> ''\\n AND TRIM(\\\"Region\\\") <> ''\\n AND TRIM(\\\"BounceRates\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n),\\n\\\"agg\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n COUNT(*) AS \\\"group_size\\\",\\n AVG(\\\"measure\\\" * \\\"measure\\\") AS \\\"avg_sq\\\",\\n AVG(\\\"measure\\\") AS \\\"avg_measure\\\"\\n FROM \\\"filtered\\\"\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n)\\nSELECT\\n a.\\\"OperatingSystems\\\",\\n a.\\\"Region\\\",\\n m.\\\"median_measure\\\",\\n CASE\\n WHEN a.\\\"avg_sq\\\" - a.\\\"avg_measure\\\" * a.\\\"avg_measure\\\" > 0\\n THEN SQRT(a.\\\"avg_sq\\\" - a.\\\"avg_measure\\\" * a.\\\"avg_measure\\\")\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\nFROM \\\"agg\\\" AS a\\nJOIN \\\"medians\\\" AS m\\n ON a.\\\"OperatingSystems\\\" = m.\\\"OperatingSystems\\\"\\n AND a.\\\"Region\\\" = m.\\\"Region\\\"\\nWHERE a.\\\"group_size\\\" >= 5\\nORDER BY m.\\\"median_measure\\\" DESC\\nLIMIT 15;\", \"columns\": [\"OperatingSystems\", \"Region\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"OperatingSystems\": \"6\", \"Region\": \"3\", \"median_measure\": 0.0277777775, \"measure_stddev\": 0.08690439069998436}, {\"OperatingSystems\": \"3\", \"Region\": \"2\", \"median_measure\": 0.014208908999999999, \"measure_stddev\": 0.05437038001869261}, {\"OperatingSystems\": \"3\", \"Region\": \"3\", \"median_measure\": 0.012422839500000001, \"measure_stddev\": 0.05952030175888069}, {\"OperatingSystems\": \"3\", \"Region\": \"6\", \"median_measure\": 0.012304031, \"measure_stddev\": 0.05499819147744388}, {\"OperatingSystems\": \"3\", \"Region\": \"1\", \"median_measure\": 0.010769231, \"measure_stddev\": 0.05130056862829407}, {\"OperatingSystems\": \"3\", \"Region\": \"4\", \"median_measure\": 0.010526316, \"measure_stddev\": 0.05616805946020323}, {\"OperatingSystems\": \"3\", \"Region\": \"9\", \"median_measure\": 0.010526316, \"measure_stddev\": 0.07081271968048931}, {\"OperatingSystems\": \"3\", \"Region\": \"7\", \"median_measure\": 0.009090909, \"measure_stddev\": 0.06450341812327441}, {\"OperatingSystems\": \"3\", \"Region\": \"5\", \"median_measure\": 0.008712121, \"measure_stddev\": 0.05201031289656547}, {\"OperatingSystems\": \"3\", \"Region\": \"8\", \"median_measure\": 0.008247423, \"measure_stddev\": 0.03493220713265739}, {\"OperatingSystems\": \"1\", \"Region\": \"3\", \"median_measure\": 0.005882353, \"measure_stddev\": 0.054803220914867466}, {\"OperatingSystems\": \"1\", \"Region\": \"1\", \"median_measure\": 0.0052457675, \"measure_stddev\": 0.053213411016024774}, {\"OperatingSystems\": \"1\", \"Region\": \"2\", \"median_measure\": 0.005128205, \"measure_stddev\": 0.05151569921189624}, {\"OperatingSystems\": \"1\", \"Region\": \"8\", \"median_measure\": 0.004255319, \"measure_stddev\": 0.05583128867580617}, {\"OperatingSystems\": \"1\", \"Region\": \"4\", \"median_measure\": 0.0042147295, \"measure_stddev\": 0.060474099909306314}], \"row_count_returned\": 15, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 82.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c1fe43c6de412fd869e139614ec06a60f037e63f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:20:02.195966+00:00", + "ended_at": "2026-05-04T07:20:25.826380+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_94d83e29571c6880", + "problem_id": "v2p_m6_5efe785244d04b67", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, group_col_2=Region, measure_col=BounceRates.", + "bindings": { + "group_col": "OperatingSystems", + "group_col_2": "Region", + "measure_col": "BounceRates", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_94d83e29571c6880.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_94d83e29571c6880", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 19840, + "output_tokens": 781, + "total_tokens": 23774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 594, + "estimated_total_tokens": 3496, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23516.13, + "sql_execution_elapsed_ms_total": 82.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_94d83e29571c6880\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aa7c4494ad90aa142fe7be5bee846f0f2ab7f2ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:20:25.735224+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23516.13, "started_at": "2026-05-04T07:20:02.199795+00:00", "ended_at": "2026-05-04T07:20:25.711176+00:00", "prompt_metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2902}, "response_metrics": {"chars": 2020, "bytes_utf8": 2020, "lines": 1, "estimated_tokens": 594}, "usage": {"input_tokens": 22993, "cached_input_tokens": 19840, "output_tokens": 781}, "stderr_preview": "2026-05-04T07:20:02.430352Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:20:04.959883Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n AND TRIM(\\\"Region\\\") <> ''\\n AND TRIM(\\\"BounceRates\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\", \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"medians\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"Region\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"OperatingSystems\\\", \\\"Region\\\"\\"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e3fc55974326ae1951cf3ea913458fb4bb815cbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_94d83e29571c6880/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_94d83e29571c6880", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 19840, + "output_tokens": 781, + "total_tokens": 23774, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 594, + "estimated_total_tokens": 3496, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23516.13, + "sql_execution_elapsed_ms_total": 82.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_94d83e29571c6880\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41e7e0d37e912df7ea45dbf03669013374e56955 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 902, "bytes_utf8": 902, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3456, "output_tokens": 433}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..70cc34c439a08f12aaa93054bd75753107f45505 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_95559d313aedd28e", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3456, + "output_tokens": 433, + "total_tokens": 23339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18658.57, + "sql_execution_elapsed_ms_total": 36.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_95559d313aedd28e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ef8ad1e02f38b6b92c6d2c394c477569378060f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:23:11.285058+00:00", + "ended_at": "2026-05-04T07:23:29.944138+00:00", + "elapsed_ms": 18658.57, + "prompt_metrics": { + "chars": 10578, + "bytes_utf8": 10578, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 1314, + "bytes_utf8": 1314, + "lines": 4, + "estimated_tokens": 411 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13191 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 902, + "bytes_utf8": 902, + "lines": 1, + "estimated_tokens": 252 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 3456, + "output_tokens": 433 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ded7255abc9ec9cc4a3732a048178313a24e2bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=Region.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b7d78d199510f2eac92b5be1638f8aaf50cb88a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1de-9cb4-7650-8139-a1921f52971b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cd\\\" >= 0.9\\n GROUP BY \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the 90th-percentile point per \\\"VisitorType\\\" as the smallest casted numeric \\\"Region\\\" value whose cumulative distribution reaches at least 0.9.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":3456,"output_tokens":433}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7da7b3f73f99eeb3a3950650c234dc8062d16e37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n CUME_DIST() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"cd\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"VisitorType\",\n MIN(\"Region_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cd\" >= 0.9\n GROUP BY \"VisitorType\"\n)\nSELECT\n \"VisitorType\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the 90th-percentile point per \"VisitorType\" as the smallest casted numeric \"Region\" value whose cumulative distribution reaches at least 0.9."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a810c8f8ab322fc142b2897ba54081ec3afb678a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:23:11.454626Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:23:13.876710Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:23:29.042714Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a299d08da8b8a5c51e4844f976a97784239ccb7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=Region. +Result preview: [{"VisitorType": "Other", "percentile_measure": 9.0}, {"VisitorType": "New_Visitor", "percentile_measure": 7.0}, {"VisitorType": "Returning_Visitor", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1721e53a6b6406e7497f90acb654211540fe8736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_95559d313aedd28e +-- problem_id: v2p_m6_f688843135e8b8c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region_value", + CUME_DIST() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "cd" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Region" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "VisitorType", + MIN("Region_value") AS "percentile_measure" + FROM "ranked" + WHERE "cd" >= 0.9 + GROUP BY "VisitorType" +) +SELECT + "VisitorType", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c384ce7ff98412ae132cebace96d7f03f1757fba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"VisitorType\",\n CAST(\"Region\" AS REAL) AS \"Region_value\",\n CUME_DIST() OVER (\n PARTITION BY \"VisitorType\"\n ORDER BY CAST(\"Region\" AS REAL)\n ) AS \"cd\"\n FROM \"m6\"\n WHERE \"VisitorType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"VisitorType\",\n MIN(\"Region_value\") AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cd\" >= 0.9\n GROUP BY \"VisitorType\"\n)\nSELECT\n \"VisitorType\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region_value\\\",\\n CUME_DIST() OVER (\\n PARTITION BY \\\"VisitorType\\\"\\n ORDER BY CAST(\\\"Region\\\" AS REAL)\\n ) AS \\\"cd\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"VisitorType\\\",\\n MIN(\\\"Region_value\\\") AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cd\\\" >= 0.9\\n GROUP BY \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"VisitorType\", \"percentile_measure\"], \"rows\": [{\"VisitorType\": \"Other\", \"percentile_measure\": 9.0}, {\"VisitorType\": \"New_Visitor\", \"percentile_measure\": 7.0}, {\"VisitorType\": \"Returning_Visitor\", \"percentile_measure\": 7.0}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e52058e183d2da7386a2c4349e349f1c77575700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:23:11.281391+00:00", + "ended_at": "2026-05-04T07:23:30.010874+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_95559d313aedd28e", + "problem_id": "v2p_m6_f688843135e8b8c3", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType, measure_col=Region.", + "bindings": { + "group_col": "VisitorType", + "measure_col": "Region", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_95559d313aedd28e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_95559d313aedd28e", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3456, + "output_tokens": 433, + "total_tokens": 23339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18658.57, + "sql_execution_elapsed_ms_total": 36.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_95559d313aedd28e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e073af2d00165d7cee869444d6ea1f845fff46e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:23:29.964178+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18658.57, "started_at": "2026-05-04T07:23:11.285058+00:00", "ended_at": "2026-05-04T07:23:29.944138+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 902, "bytes_utf8": 902, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22906, "cached_input_tokens": 3456, "output_tokens": 433}, "stderr_preview": "2026-05-04T07:23:11.454626Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:23:13.876710Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.9\\n GROUP BY \\\"VisitorType\\\"\\n)\\nSELECT\\n \\\"VisitorType\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses CUME_DIST to return the 90th-percentile point per \\\"VisitorType\\\" as the smallest casted numeric \\\"Region\\\" value whose cumulative distribution reaches at least 0.9.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2c2aef1b85acdd478bd3322da30b6f31a821fb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_95559d313aedd28e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_95559d313aedd28e", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 3456, + "output_tokens": 433, + "total_tokens": 23339, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 252, + "estimated_total_tokens": 3067, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18658.57, + "sql_execution_elapsed_ms_total": 36.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_95559d313aedd28e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..111a6854d491e2ab801f6509eedcd831484f274a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10697, "bytes_utf8": 10697, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22948, "cached_input_tokens": 22400, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2ab6ca7b21da9fdaee27ce51a3968219546f93ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96390e5b77229814", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 136, + "total_tokens": 23084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13673.71, + "sql_execution_elapsed_ms_total": 11.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_96390e5b77229814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7debc6d795d3a6d83819851d5e22b3b25ba05c11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:13:55.684836+00:00", + "ended_at": "2026-05-04T07:14:09.358142+00:00", + "elapsed_ms": 13673.71, + "prompt_metrics": { + "chars": 10697, + "bytes_utf8": 10697, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 840, + "bytes_utf8": 840, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 506, + "bytes_utf8": 506, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04ea89d99631450599889c074218dd8c758f92d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=ExitRates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Administrative", + "measure_col": "ExitRates", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b1ebde900b8a62e861e3799957da0d14cc860e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-2288-7333-9a1e-2dd70bcb0bf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Administrative\\\", measure_col=\\\"ExitRates\\\", and predicate_col=\\\"SpecialDay\\\". Cast text-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":22400,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34515e1cb3b0c7d1a87fbb83114fcdee2f358f7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"Administrative\", measure_col=\"ExitRates\", and predicate_col=\"SpecialDay\". Cast text-typed numeric fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73b81df5675bbc4523809960c7739de6a04294df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:55.945843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:59.760210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:08.167350Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc5b7daca3abf2640d9c928e55e915bb7df5298 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=ExitRates. +Result preview: [{"Administrative": "0", "total_measure": 377.09616953700004}, {"Administrative": "1", "total_measure": 39.081811544}, {"Administrative": "2", "total_measure": 29.482435916}, {"Administrative": "3", "total_measure": 21.272302792}, {"Administrative": "4", "total_measure": 16.906143051}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df5af5272823ef3daf7f0afdb2c10db209ff093f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_96390e5b77229814 +-- problem_id: v2p_m6_1255c41506902f05 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("ExitRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f95dbfcb6c8f4773490261d1c111ffde708103c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Administrative\", SUM(CAST(\"ExitRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"SpecialDay\" AS REAL) >= 0.0\nGROUP BY \"Administrative\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"ExitRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"SpecialDay\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 377.09616953700004}, {\"Administrative\": \"1\", \"total_measure\": 39.081811544}, {\"Administrative\": \"2\", \"total_measure\": 29.482435916}, {\"Administrative\": \"3\", \"total_measure\": 21.272302792}, {\"Administrative\": \"4\", \"total_measure\": 16.906143051}, {\"Administrative\": \"5\", \"total_measure\": 12.143749108}, {\"Administrative\": \"6\", \"total_measure\": 8.454581945}, {\"Administrative\": \"7\", \"total_measure\": 6.677200366}, {\"Administrative\": \"8\", \"total_measure\": 5.379580728}, {\"Administrative\": \"9\", \"total_measure\": 4.306735746}, {\"Administrative\": \"10\", \"total_measure\": 2.673108034}, {\"Administrative\": \"11\", \"total_measure\": 1.855290027}, {\"Administrative\": \"12\", \"total_measure\": 1.74609254}, {\"Administrative\": \"13\", \"total_measure\": 1.04856936}, {\"Administrative\": \"14\", \"total_measure\": 0.859374504}, {\"Administrative\": \"15\", \"total_measure\": 0.694851885}, {\"Administrative\": \"16\", \"total_measure\": 0.417900156}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81f474ca9598ac8c717e488a85bafc68b1226928 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:13:55.680747+00:00", + "ended_at": "2026-05-04T07:14:09.402507+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_96390e5b77229814", + "problem_id": "v2p_m6_1255c41506902f05", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=ExitRates.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ExitRates", + "predicate_col": "SpecialDay", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0375, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_96390e5b77229814.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96390e5b77229814", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 136, + "total_tokens": 23084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13673.71, + "sql_execution_elapsed_ms_total": 11.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_96390e5b77229814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a687849e56ede8f6e7986ab265fb1a4253eea173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:09.377054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13673.71, "started_at": "2026-05-04T07:13:55.684836+00:00", "ended_at": "2026-05-04T07:14:09.358142+00:00", "prompt_metrics": {"chars": 10697, "bytes_utf8": 10697, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22948, "cached_input_tokens": 22400, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:13:55.945843Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:59.760210Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Administrative\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Administrative\\\", measure_col=\\\"ExitRates\\\", and predicate_col=\\\"SpecialDay\\\". Cast text-typed numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..91f619877e09d07aaeaadb819d43b7c9c488c834 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_96390e5b77229814/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_96390e5b77229814", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 22400, + "output_tokens": 136, + "total_tokens": 23084, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13673.71, + "sql_execution_elapsed_ms_total": 11.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_96390e5b77229814\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7c9be354a85861cd14fe4d52d09771bcdd740c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2896}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22987, "cached_input_tokens": 2432, "output_tokens": 209}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6f29f5b4596d7cff64df5a97a762b9a53423d653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_976abcd39e204928", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 2432, + "output_tokens": 209, + "total_tokens": 23196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 154, + "estimated_total_tokens": 3050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12545.42, + "sql_execution_elapsed_ms_total": 40.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_976abcd39e204928\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..965461fd5dfa565bcac4fa02d224d359c38b9e3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:59:28.879530+00:00", + "ended_at": "2026-05-04T06:59:41.424932+00:00", + "elapsed_ms": 12545.42, + "prompt_metrics": { + "chars": 10819, + "bytes_utf8": 10819, + "lines": 314, + "estimated_tokens": 2896 + }, + "stdout_metrics": { + "chars": 962, + "bytes_utf8": 962, + "lines": 4, + "estimated_tokens": 276 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13176 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 613, + "bytes_utf8": 613, + "lines": 1, + "estimated_tokens": 154 + }, + "usage": { + "input_tokens": 22987, + "cached_input_tokens": 2432, + "output_tokens": 209 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4f8191216b39ebcf7b7a8ddf9125dafc494daa7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "item_col": "ExitRates", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..67d47e1753d552938d938a2a993e163f6ecf38e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c8-e88d-7842-bf96-273ff3ed366d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Revenue\\\", item_col=\\\"ExitRates\\\", and measure_col=\\\"ProductRelated\\\". CAST to REAL was added because the schema snapshot shows these fields stored as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":2432,"output_tokens":209}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..872867ecf4cdcb30f74917dc77f3d020a79f0c86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"ExitRates\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"ExitRates\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Revenue\", item_col=\"ExitRates\", and measure_col=\"ProductRelated\". CAST to REAL was added because the schema snapshot shows these fields stored as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd19bdfb7b0491fe8049db66c33268947b84ac2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:29.115724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:31.542726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:40.385897Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df581f9b05d84a13c3f7fc5f0d78e3f6cafbbdb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=ProductRelated. +Result preview: [{"Revenue": "FALSE", "ExitRates": "0.033333333", "total_measure": 2149.0, "share_within_group": 0.7180950598802395}, {"Revenue": "FALSE", "ExitRates": "0.025", "total_measure": 1901.0, "share_within_group": 0.6352250855431993}, {"Revenue": "FALSE", "ExitRates": "0.05", "total_measure": 1885.0, "share_within_group": 0.6298786355859709}, {"Revenue": "FALSE", "ExitRates": "0.016666667", "total_measure": 1840.0, "share_within_group": 0.614841745081266}, {"Revenue": "TRUE", "ExitRates": "0.0125", "total_measure": 556.0, "share_within_group": 0.6044463771267055}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f03a3e9322dd6759e43d15edc495503bd2f31848 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_976abcd39e204928 +-- problem_id: v2p_m6_58e7708a7e3fdc41 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "ExitRates", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f11e445703894e47cff58a5d3ff369da5d3ba3f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"ExitRates\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"ExitRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Revenue\", \"ExitRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Revenue\": \"FALSE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 2149.0, \"share_within_group\": 0.7180950598802395}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.025\", \"total_measure\": 1901.0, \"share_within_group\": 0.6352250855431993}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.05\", \"total_measure\": 1885.0, \"share_within_group\": 0.6298786355859709}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 1840.0, \"share_within_group\": 0.614841745081266}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.0125\", \"total_measure\": 556.0, \"share_within_group\": 0.6044463771267055}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.023309001\", \"total_measure\": 534.0, \"share_within_group\": 0.5805294341468717}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014593571\", \"total_measure\": 517.0, \"share_within_group\": 0.5620481600260913}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014292461\", \"total_measure\": 501.0, \"share_within_group\": 0.5446540196771212}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.02\", \"total_measure\": 1598.0, \"share_within_group\": 0.5339766894781864}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.00362107\", \"total_measure\": 470.0, \"share_within_group\": 0.510952872750992}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 455.0, \"share_within_group\": 0.4946458661738327}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0\", \"total_measure\": 448.0, \"share_within_group\": 0.48703592977115834}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 445.0, \"share_within_group\": 0.4837745284557265}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.04\", \"total_measure\": 1445.0, \"share_within_group\": 0.4828512617621899}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018437701\", \"total_measure\": 439.0, \"share_within_group\": 0.47725172582486275}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 422.0, \"share_within_group\": 0.4587704517040822}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 1317.0, \"share_within_group\": 0.4400796621043627}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.066666667\", \"total_measure\": 1316.0, \"share_within_group\": 0.4397455089820359}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.020148947\", \"total_measure\": 401.0, \"share_within_group\": 0.4359406424960591}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022322606\", \"total_measure\": 401.0, \"share_within_group\": 0.4359406424960591}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.009804129\", \"total_measure\": 397.0, \"share_within_group\": 0.43159210740881665}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.008333333\", \"total_measure\": 376.0, \"share_within_group\": 0.40876229820079363}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 376.0, \"share_within_group\": 0.40876229820079363}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.0125\", \"total_measure\": 1189.0, \"share_within_group\": 0.3973080624465355}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.008975428\", \"total_measure\": 359.0, \"share_within_group\": 0.39028102408001303}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.007310889\", \"total_measure\": 357.0, \"share_within_group\": 0.3881067565363918}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.015384615\", \"total_measure\": 352.0, \"share_within_group\": 0.3826710876773387}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.006473478\", \"total_measure\": 346.0, \"share_within_group\": 0.37614828504647496}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 346.0, \"share_within_group\": 0.37614828504647496}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.025\", \"total_measure\": 341.0, \"share_within_group\": 0.37071261618742185}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 1101.0, \"share_within_group\": 0.3679025876817793}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018855633\", \"total_measure\": 338.0, \"share_within_group\": 0.36745121487199}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.012143626\", \"total_measure\": 336.0, \"share_within_group\": 0.36527694732836874}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.01331553\", \"total_measure\": 336.0, \"share_within_group\": 0.36527694732836874}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.013333333\", \"total_measure\": 332.0, \"share_within_group\": 0.36092841224112626}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.028571429\", \"total_measure\": 1080.0, \"share_within_group\": 0.36088537211291705}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022913324\", \"total_measure\": 330.0, \"share_within_group\": 0.35875414469750505}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.017527555\", \"total_measure\": 326.0, \"share_within_group\": 0.3544056096102625}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.010072239\", \"total_measure\": 324.0, \"share_within_group\": 0.3522313420666413}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.028571429\", \"total_measure\": 319.0, \"share_within_group\": 0.3467956732075882}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.015642808\", \"total_measure\": 318.0, \"share_within_group\": 0.34570853943577756}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.1\", \"total_measure\": 1025.0, \"share_within_group\": 0.3425069503849444}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 1020.0, \"share_within_group\": 0.3408361847733105}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.01\", \"total_measure\": 1010.0, \"share_within_group\": 0.33749465355004277}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.00751105\", \"total_measure\": 310.0, \"share_within_group\": 0.3370114692612926}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.025532176\", \"total_measure\": 309.0, \"share_within_group\": 0.335924335489482}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018717242\", \"total_measure\": 304.0, \"share_within_group\": 0.33048866663042886}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.2\", \"total_measure\": 968.0, \"share_within_group\": 0.3234602224123182}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.013333333\", \"total_measure\": 965.0, \"share_within_group\": 0.3224577630453379}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 296.0, \"share_within_group\": 0.3217915964559439}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 40.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52a08701ffb396140870243ad31a76021f5f937f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:59:28.875767+00:00", + "ended_at": "2026-05-04T06:59:41.491766+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_976abcd39e204928", + "problem_id": "v2p_m6_58e7708a7e3fdc41", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "item_col": "ExitRates", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_976abcd39e204928.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_976abcd39e204928", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 2432, + "output_tokens": 209, + "total_tokens": 23196, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 154, + "estimated_total_tokens": 3050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12545.42, + "sql_execution_elapsed_ms_total": 40.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_976abcd39e204928\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69ae4d623e63b67e77bf4acf9a85de5b396ec838 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_976abcd39e204928/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:41.442655+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12545.42, "started_at": "2026-05-04T06:59:28.879530+00:00", "ended_at": "2026-05-04T06:59:41.424932+00:00", "prompt_metrics": {"chars": 10819, "bytes_utf8": 10819, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 613, "bytes_utf8": 613, "lines": 1, "estimated_tokens": 154}, "usage": {"input_tokens": 22987, "cached_input_tokens": 2432, "output_tokens": 209}, "stderr_preview": "2026-05-04T06:59:29.115724Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:31.542726Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3b9108e5b06cfa91fd44e0e8cee6741b5a95b5d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_979a339a80ac5e6c\n-- problem_id: v2p_m6_89e4c300aa7c5e80\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_979a339a80ac5e6c\\n-- problem_id: v2p_m6_89e4c300aa7c5e80\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 0.02367758186397985}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 1.6363636363636365}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 1.6538461538461537}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 1.5384615384615385}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 1.3461538461538463}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 1.608695652173913}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 1.4782608695652173}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 1.6363636363636365}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 1.5454545454545454}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 1.5238095238095237}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 1.6666666666666667}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 1.5}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 1.3333333333333333}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 1.9411764705882353}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 1.7058823529411764}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 1.4705882352941178}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 1.1764705882352942}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 1.375}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 1.5714285714285714}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 1.4285714285714286}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 1.9166666666666667}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 1.5833333333333333}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 2.1818181818181817}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 1.0}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 1.9}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 1.7}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 2.0}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 2.0}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 1.7777777777777777}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 1.6666666666666667}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 1.4444444444444444}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 2.75}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 2.25}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 1.875}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 1.625}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 1.5}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 1.5}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 1.375}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 1.375}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 2.4285714285714284}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 2.2857142857142856}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 2.2857142857142856}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 2.142857142857143}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 1.7142857142857142}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 1.7142857142857142}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 1.2857142857142858}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 1.1428571428571428}, {\"Informational_Duration\": \"172\", \"support\": 6, \"avg_response\": 3.3333333333333335}, {\"Informational_Duration\": \"106\", \"support\": 6, \"avg_response\": 2.8333333333333335}, {\"Informational_Duration\": \"60\", \"support\": 6, \"avg_response\": 2.6666666666666665}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..81da0e1de95e3a92df2cdcea1acce999ae9a6f88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.696923+00:00", + "ended_at": "2026-05-04T07:38:29.709171+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_979a339a80ac5e6c", + "problem_id": "v2p_m6_89e4c300aa7c5e80", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_979a339a80ac5e6c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_979a339a80ac5e6c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4d3a9c2ad2ca311787245e2f0bdec21ed97266a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9699, "support_share": 0.78661800486618, "support_rank": 1}, {"value_label": "1", "support": 1041, "support_share": 0.08442822384428224, "support_rank": 2}, {"value_label": "2", "support": 728, "support_share": 0.059042984590429844, "support_rank": 3}, {"value_label": "3", "support": 380, "support_share": 0.030819140308191405, "support_rank": 4}, {"value_label": "4", "support": 222, "support_share": 0.01800486618004866, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..347707af037a3f5b19a6393b392493e2e3ea8603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_98309a01a25338ef +-- problem_id: v2p_m6_344cba76d309ed70 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d300b57cee731c9361498131951bea4cf33ab911 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_98309a01a25338ef\n-- problem_id: v2p_m6_344cba76d309ed70\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Informational\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Informational\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_98309a01a25338ef\\n-- problem_id: v2p_m6_344cba76d309ed70\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Informational\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Informational\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 9699, \"support_share\": 0.78661800486618, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 1041, \"support_share\": 0.08442822384428224, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 728, \"support_share\": 0.059042984590429844, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 380, \"support_share\": 0.030819140308191405, \"support_rank\": 4}, {\"value_label\": \"4\", \"support\": 222, \"support_share\": 0.01800486618004866, \"support_rank\": 5}, {\"value_label\": \"5\", \"support\": 99, \"support_share\": 0.008029197080291971, \"support_rank\": 6}, {\"value_label\": \"6\", \"support\": 78, \"support_share\": 0.006326034063260341, \"support_rank\": 7}, {\"value_label\": \"7\", \"support\": 36, \"support_share\": 0.00291970802919708, \"support_rank\": 8}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0012165450121654502, \"support_rank\": 9}, {\"value_label\": \"8\", \"support\": 14, \"support_share\": 0.0011354420113544202, \"support_rank\": 10}, {\"value_label\": \"10\", \"support\": 7, \"support_share\": 0.0005677210056772101, \"support_rank\": 11}, {\"value_label\": \"12\", \"support\": 5, \"support_share\": 0.00040551500405515005, \"support_rank\": 12}, {\"value_label\": \"14\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"support_rank\": 13}, {\"value_label\": \"11\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 14}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 15}, {\"value_label\": \"16\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 16}, {\"value_label\": \"24\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"support_rank\": 17}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3391198d89bf092720836443f66bb2cd31f0f7d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.437627+00:00", + "ended_at": "2026-05-04T07:38:29.448684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98309a01a25338ef", + "problem_id": "v2p_m6_344cba76d309ed70", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_98309a01a25338ef.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98309a01a25338ef/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..72a11ed8de3add87e721bf374c0302828792c80d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2815}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 908, "bytes_utf8": 908, "lines": 1, "estimated_tokens": 262}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 452}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b7e9779e71f6f677adf07fe8260e04965141e909 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98383117d6c23981", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 452, + "total_tokens": 23358, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 262, + "estimated_total_tokens": 3077, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17916.4, + "sql_execution_elapsed_ms_total": 57.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_98383117d6c23981\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f277b511aea4da4eb09f04f8216173fb7a6931ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:29:26.240015+00:00", + "ended_at": "2026-05-04T07:29:44.156925+00:00", + "elapsed_ms": 17916.4, + "prompt_metrics": { + "chars": 10573, + "bytes_utf8": 10573, + "lines": 312, + "estimated_tokens": 2815 + }, + "stdout_metrics": { + "chars": 1327, + "bytes_utf8": 1327, + "lines": 4, + "estimated_tokens": 428 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 908, + "bytes_utf8": 908, + "lines": 1, + "estimated_tokens": 262 + }, + "usage": { + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 452 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f6e8d236131f027d01eac33d8d1d2a79f937fdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ExitRates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..176949567b6fcaf184d6112094f928363f464766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e4-5569-7411-87e2-bad3967b59f7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"ExitRates_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ExitRates\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"ExitRates_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"ExitRates_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation with window functions and CAST(\\\"ExitRates\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":22400,"output_tokens":452}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..07921f53ad95e75c2299ca9582a19341e02de06a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"ExitRates_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ExitRates\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"Region\",\n \"ExitRates_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Region\",\n \"ExitRates_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation with window functions and CAST(\"ExitRates\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..11c8a44d63c0fe28ad503af5f0c837260c8933e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:29:26.417509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:29:29.002558Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:43.508810Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..99c3bcca198b6e9692c7bb6c52a1b6cc528923ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ExitRates. +Result preview: [{"Region": "1", "percentile_measure": 0.1}, {"Region": "2", "percentile_measure": 0.1}, {"Region": "3", "percentile_measure": 0.1}, {"Region": "4", "percentile_measure": 0.1}, {"Region": "5", "percentile_measure": 0.1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..579c36b1cb134402e3f446778f77ee1842c60ed9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_98383117d6c23981 +-- problem_id: v2p_m6_f4a69f47b72fa42c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "ExitRates_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ExitRates" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "Region", + "ExitRates_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Region", + "ExitRates_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fe42e138d8bcb70143bad6fa493c6470f9b54281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Region\",\n CAST(\"ExitRates\" AS REAL) AS \"ExitRates_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Region\"\n ORDER BY CAST(\"ExitRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Region\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Region\" IS NOT NULL\n AND \"ExitRates\" IS NOT NULL\n),\n\"percentile_rows\" AS (\n SELECT\n \"Region\",\n \"ExitRates_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"Region\",\n \"ExitRates_value\" AS \"percentile_measure\"\nFROM \"percentile_rows\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n CAST(\\\"ExitRates\\\" AS REAL) AS \\\"ExitRates_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Region\\\"\\n ORDER BY CAST(\\\"ExitRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Region\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Region\\\" IS NOT NULL\\n AND \\\"ExitRates\\\" IS NOT NULL\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"Region\\\",\\n \\\"ExitRates_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"Region\\\",\\n \\\"ExitRates_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Region\", \"percentile_measure\"], \"rows\": [{\"Region\": \"1\", \"percentile_measure\": 0.1}, {\"Region\": \"2\", \"percentile_measure\": 0.1}, {\"Region\": \"3\", \"percentile_measure\": 0.1}, {\"Region\": \"4\", \"percentile_measure\": 0.1}, {\"Region\": \"5\", \"percentile_measure\": 0.1}, {\"Region\": \"6\", \"percentile_measure\": 0.1}, {\"Region\": \"9\", \"percentile_measure\": 0.1}, {\"Region\": \"7\", \"percentile_measure\": 0.085714286}, {\"Region\": \"8\", \"percentile_measure\": 0.081481481}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f848993c2762d78affc76490c16b45218c2c5dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:29:26.236449+00:00", + "ended_at": "2026-05-04T07:29:44.253813+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98383117d6c23981", + "problem_id": "v2p_m6_f4a69f47b72fa42c", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Region, measure_col=ExitRates.", + "bindings": { + "group_col": "Region", + "measure_col": "ExitRates", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=105" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_98383117d6c23981.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98383117d6c23981", + "api_calls": 0, + "input_tokens": 22906, + "cached_input_tokens": 22400, + "output_tokens": 452, + "total_tokens": 23358, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2815, + "estimated_output_tokens": 262, + "estimated_total_tokens": 3077, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17916.4, + "sql_execution_elapsed_ms_total": 57.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_98383117d6c23981\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75e61bb39a72033ad082c5efcad02f3db6e787cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98383117d6c23981/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:44.183304+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17916.4, "started_at": "2026-05-04T07:29:26.240015+00:00", "ended_at": "2026-05-04T07:29:44.156925+00:00", "prompt_metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 908, "bytes_utf8": 908, "lines": 1, "estimated_tokens": 262}, "usage": {"input_tokens": 22906, "cached_input_tokens": 22400, "output_tokens": 452}, "stderr_preview": "2026-05-04T07:29:26.417509Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:29:29.002558Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d0e277e898a34ac366d5729b486ec3ec60a4580c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-d0ac-7712-ae31-b26975718733"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) > 93.25625\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Region\\\" and measure_col=\\\"Administrative_Duration\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29cd726bcb255e41ba5043e237cdd0201fa389b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Region\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING SUM(CAST(\"Administrative_Duration\" AS REAL)) > 93.25625\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"Region\" and measure_col=\"Administrative_Duration\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf5bd86efe3c392b64e5859ab25b02426c5b76df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:25.679429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:28.428406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:38.914339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..402c935029315d52185d54ef581d03fcb581cf7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Administrative_Duration. +Result preview: [{"Region": "1", "total_measure": 380717.241113413}, {"Region": "3", "total_measure": 199534.7439281}, {"Region": "2", "total_measure": 98697.58005032}, {"Region": "4", "total_measure": 98157.16159399}, {"Region": "7", "total_measure": 59945.43647476}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3bde3bede97e215df71e8cfe0d84f6190cd5861 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_987401c3e9d500ce +-- problem_id: v2p_m6_ca14365123b29518 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Region" +HAVING SUM(CAST("Administrative_Duration" AS REAL)) > 93.25625 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cde4f640d53d5c635d41286e7cf6db3e888e70d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Region\", SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nHAVING SUM(CAST(\"Administrative_Duration\" AS REAL)) > 93.25625\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nHAVING SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) > 93.25625\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 380717.241113413}, {\"Region\": \"3\", \"total_measure\": 199534.7439281}, {\"Region\": \"2\", \"total_measure\": 98697.58005032}, {\"Region\": \"4\", \"total_measure\": 98157.16159399}, {\"Region\": \"7\", \"total_measure\": 59945.43647476}, {\"Region\": \"6\", \"total_measure\": 55216.176133849}, {\"Region\": \"8\", \"total_measure\": 38878.39930855}, {\"Region\": \"9\", \"total_measure\": 37300.24534778}, {\"Region\": \"5\", \"total_measure\": 28046.48399925}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..10c0860f3e3177feb9cc1af0d68115b54b378823 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:35:25.480635+00:00", + "ended_at": "2026-05-04T07:35:39.953510+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_987401c3e9d500ce", + "problem_id": "v2p_m6_ca14365123b29518", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_987401c3e9d500ce.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_987401c3e9d500ce", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14432.48, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_987401c3e9d500ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3951fe0da057998e66570ae4bdf01b61a121436e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:39.936407+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14432.48, "started_at": "2026-05-04T07:35:25.484699+00:00", "ended_at": "2026-05-04T07:35:39.917021+00:00", "prompt_metrics": {"chars": 10597, "bytes_utf8": 10597, "lines": 312, "estimated_tokens": 2824}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22913, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:35:25.679429Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:28.428406Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 93.25625\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Region\\\" and measure_col=\\\"Administrative_Duration\\\". CAST to REAL was added because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..196cf662823d7e3a6e0f2c497df4ce44bfa05777 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_987401c3e9d500ce/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_987401c3e9d500ce", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23072, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14432.48, + "sql_execution_elapsed_ms_total": 9.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_987401c3e9d500ce\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fcada4df5d02ca5aa917cdd7155d5dbec0d5ce6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "Returning_Visitor", "support": 10551, "support_share": 0.8557177615571776, "cumulative_support": 10551}, {"value_label": "New_Visitor", "support": 1694, "support_share": 0.13738848337388485, "cumulative_support": 12245}, {"value_label": "Other", "support": 85, "support_share": 0.006893755068937551, "cumulative_support": 12330}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad5f150a5540b6bdec9c7a6085e8670b2abb5c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_98e11186cd02f76c +-- problem_id: v2p_m6_5f63b8eef8d5a2fd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6beccc7c0d29dfe8e41870796ebf6fd52be7fa57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_98e11186cd02f76c\n-- problem_id: v2p_m6_5f63b8eef8d5a2fd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"VisitorType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"VisitorType\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_98e11186cd02f76c\\n-- problem_id: v2p_m6_5f63b8eef8d5a2fd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"VisitorType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"VisitorType\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"Returning_Visitor\", \"support\": 10551, \"support_share\": 0.8557177615571776, \"cumulative_support\": 10551}, {\"value_label\": \"New_Visitor\", \"support\": 1694, \"support_share\": 0.13738848337388485, \"cumulative_support\": 12245}, {\"value_label\": \"Other\", \"support\": 85, \"support_share\": 0.006893755068937551, \"cumulative_support\": 12330}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e04c806612c3abcfa23873e90b1763ecf4f4236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.384754+00:00", + "ended_at": "2026-05-04T07:38:29.397033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98e11186cd02f76c", + "problem_id": "v2p_m6_5f63b8eef8d5a2fd", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=VisitorType.", + "bindings": { + "group_col": "VisitorType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_98e11186cd02f76c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98e11186cd02f76c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8512c519e48ecabfd4e44fad0c7de9e0a328efd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2816}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 901, "bytes_utf8": 901, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22907, "cached_input_tokens": 22400, "output_tokens": 757}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fdbbb9605feab4ad16a0f77a789b6a52e1515894 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98fda30abe245310", + "api_calls": 0, + "input_tokens": 22907, + "cached_input_tokens": 22400, + "output_tokens": 757, + "total_tokens": 23664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2816, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3077, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21968.71, + "sql_execution_elapsed_ms_total": 49.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_98fda30abe245310\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2895df326b6699649ec6e4d1fe8481b47d3a1da4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:47.657534+00:00", + "ended_at": "2026-05-04T07:29:09.626187+00:00", + "elapsed_ms": 21968.71, + "prompt_metrics": { + "chars": 10585, + "bytes_utf8": 10585, + "lines": 312, + "estimated_tokens": 2816 + }, + "stdout_metrics": { + "chars": 1320, + "bytes_utf8": 1320, + "lines": 4, + "estimated_tokens": 421 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 901, + "bytes_utf8": 901, + "lines": 1, + "estimated_tokens": 261 + }, + "usage": { + "input_tokens": 22907, + "cached_input_tokens": 22400, + "output_tokens": 757 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36af8210feef3af6bc53eb33025cea824d3e4389 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17c50a031fd9f1b261ee34e54a2c13454baaa413 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-bebb-7653-b451-daf3bf05dc25"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"bounce_rate\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"pct\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"bounce_rate\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INT)\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"pct\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each Browser group, casting \\\"BounceRates\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22907,"cached_input_tokens":22400,"output_tokens":757}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03e7099316005304b92fccdcf16c636e75773b70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"bounce_rate\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"pct\" AS (\n SELECT\n \"Browser\",\n \"bounce_rate\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((\"cnt\" * 95) + 99) / 100) AS INT)\n)\nSELECT\n \"Browser\",\n \"percentile_measure\"\nFROM \"pct\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank approximation of the 95th percentile within each Browser group, casting \"BounceRates\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9927e2eb1be8b2c4654fc0dcdd5437623c8b8ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:47.870845Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:50.189648Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:29:08.974629Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1aec49c1c3191ade71c25fe5bfe2c927a9903b99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates. +Result preview: [{"Browser": "1", "percentile_measure": 0.2}, {"Browser": "13", "percentile_measure": 0.2}, {"Browser": "2", "percentile_measure": 0.2}, {"Browser": "3", "percentile_measure": 0.2}, {"Browser": "4", "percentile_measure": 0.2}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65f1060369476b07086a56bae0323dd4916c3a75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_98fda30abe245310 +-- problem_id: v2p_m6_a3f8969a604db6c6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "bounce_rate", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"pct" AS ( + SELECT + "Browser", + "bounce_rate" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((("cnt" * 95) + 99) / 100) AS INT) +) +SELECT + "Browser", + "percentile_measure" +FROM "pct" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4550cbd38735a407e7bc222d3d99692b6fb51984 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Browser\",\n CAST(\"BounceRates\" AS REAL) AS \"bounce_rate\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Browser\"\n ORDER BY CAST(\"BounceRates\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Browser\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Browser\" IS NOT NULL\n AND \"BounceRates\" IS NOT NULL\n),\n\"pct\" AS (\n SELECT\n \"Browser\",\n \"bounce_rate\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((((\"cnt\" * 95) + 99) / 100) AS INT)\n)\nSELECT\n \"Browser\",\n \"percentile_measure\"\nFROM \"pct\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n CAST(\\\"BounceRates\\\" AS REAL) AS \\\"bounce_rate\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Browser\\\"\\n ORDER BY CAST(\\\"BounceRates\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Browser\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Browser\\\" IS NOT NULL\\n AND \\\"BounceRates\\\" IS NOT NULL\\n),\\n\\\"pct\\\" AS (\\n SELECT\\n \\\"Browser\\\",\\n \\\"bounce_rate\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((((\\\"cnt\\\" * 95) + 99) / 100) AS INT)\\n)\\nSELECT\\n \\\"Browser\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"pct\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Browser\", \"percentile_measure\"], \"rows\": [{\"Browser\": \"1\", \"percentile_measure\": 0.2}, {\"Browser\": \"13\", \"percentile_measure\": 0.2}, {\"Browser\": \"2\", \"percentile_measure\": 0.2}, {\"Browser\": \"3\", \"percentile_measure\": 0.2}, {\"Browser\": \"4\", \"percentile_measure\": 0.2}, {\"Browser\": \"7\", \"percentile_measure\": 0.2}, {\"Browser\": \"8\", \"percentile_measure\": 0.2}, {\"Browser\": \"5\", \"percentile_measure\": 0.133333333}, {\"Browser\": \"6\", \"percentile_measure\": 0.114285714}, {\"Browser\": \"12\", \"percentile_measure\": 0.1}, {\"Browser\": \"10\", \"percentile_measure\": 0.08}, {\"Browser\": \"11\", \"percentile_measure\": 0.05}, {\"Browser\": \"9\", \"percentile_measure\": 0.02}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..beb509c4dfeeb53109824b4d1320af92cbfd3b0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:28:47.652996+00:00", + "ended_at": "2026-05-04T07:29:09.700861+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_98fda30abe245310", + "problem_id": "v2p_m6_a3f8969a604db6c6", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Browser, measure_col=BounceRates.", + "bindings": { + "group_col": "Browser", + "measure_col": "BounceRates", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_98fda30abe245310.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_98fda30abe245310", + "api_calls": 0, + "input_tokens": 22907, + "cached_input_tokens": 22400, + "output_tokens": 757, + "total_tokens": 23664, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2816, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3077, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21968.71, + "sql_execution_elapsed_ms_total": 49.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_98fda30abe245310\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..62053c1e9fa439edd03f5a4677fe0306a6eb079f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_98fda30abe245310/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:29:09.643268+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21968.71, "started_at": "2026-05-04T07:28:47.657534+00:00", "ended_at": "2026-05-04T07:29:09.626187+00:00", "prompt_metrics": {"chars": 10585, "bytes_utf8": 10585, "lines": 312, "estimated_tokens": 2816}, "response_metrics": {"chars": 901, "bytes_utf8": 901, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22907, "cached_input_tokens": 22400, "output_tokens": 757}, "stderr_preview": "2026-05-04T07:28:47.870845Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:50.189648Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Browser.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Browser", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48509cd8efcf75a4db9138f2671c4ce94736e722 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-3e7f-7a12-9b95-ebab8fe3b9ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING SUM(CAST(\\\"Browser\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"SpecialDay\\\" and measure_col=\\\"Browser\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":22400,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..533f9fee62dfe6bd6073c5c2f5e5057620730dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"SpecialDay\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING SUM(CAST(\"Browser\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"SpecialDay\" and measure_col=\"Browser\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d807ed8e45211e037f0e87315dbc9d232722f0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:42.735339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:45.256242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:53.120418Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14545fde1b3725529f3bfe731d2bc7f6579f4f3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Browser. +Result preview: [{"SpecialDay": "0", "total_measure": 26091.0}, {"SpecialDay": "0.6", "total_measure": 848.0}, {"SpecialDay": "0.8", "total_measure": 792.0}, {"SpecialDay": "0.4", "total_measure": 568.0}, {"SpecialDay": "0.2", "total_measure": 417.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c19b8ff6fcd1b758ef8f5a87788b1be860b3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9a2bfa6d392c38fa +-- problem_id: v2p_m6_4cf913bc05707d71 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "SpecialDay" +HAVING SUM(CAST("Browser" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f58337f454d721b0dc5d4d297a6a34264bf11e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"SpecialDay\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING SUM(CAST(\"Browser\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING SUM(CAST(\\\"Browser\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"total_measure\": 26091.0}, {\"SpecialDay\": \"0.6\", \"total_measure\": 848.0}, {\"SpecialDay\": \"0.8\", \"total_measure\": 792.0}, {\"SpecialDay\": \"0.4\", \"total_measure\": 568.0}, {\"SpecialDay\": \"0.2\", \"total_measure\": 417.0}, {\"SpecialDay\": \"1\", \"total_measure\": 347.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..71b30f91369d375707e49b4e33e1551664e9c2da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:33:42.472517+00:00", + "ended_at": "2026-05-04T07:33:54.009814+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9a2bfa6d392c38fa", + "problem_id": "v2p_m6_4cf913bc05707d71", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, measure_col=Browser.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Browser", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9a2bfa6d392c38fa.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9a2bfa6d392c38fa", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 22400, + "output_tokens": 157, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11501.64, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9a2bfa6d392c38fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5028484137d58086840221533107721cc6a9575 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:53.995969+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11501.64, "started_at": "2026-05-04T07:33:42.475559+00:00", "ended_at": "2026-05-04T07:33:53.977379+00:00", "prompt_metrics": {"chars": 10568, "bytes_utf8": 10568, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 468, "bytes_utf8": 468, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22910, "cached_input_tokens": 22400, "output_tokens": 157}, "stderr_preview": "2026-05-04T07:33:42.735339Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:45.256242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"SpecialDay\\\" and measure_col=\\\"Browser\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a53a3910b26d1962d933b8254fbbc3f9e436c553 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9a2bfa6d392c38fa/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9a2bfa6d392c38fa", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 22400, + "output_tokens": 157, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11501.64, + "sql_execution_elapsed_ms_total": 8.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9a2bfa6d392c38fa\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..525131b8f5c5920a3a17c8986454200a8b4536c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10407, "bytes_utf8": 10407, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..16bc32e46895ff7cbc46a63ee4b2ad55d2c01e93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9b43b63f07b2d356", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 108, + "total_tokens": 22976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2869, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.75, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9b43b63f07b2d356\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0c7ab731f3957ba84d492bc4e917b0d9deb5afe4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:09:40.956634+00:00", + "ended_at": "2026-05-04T07:09:52.559745+00:00", + "elapsed_ms": 11602.75, + "prompt_metrics": { + "chars": 10407, + "bytes_utf8": 10407, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 382, + "bytes_utf8": 382, + "lines": 1, + "estimated_tokens": 92 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 108 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..27236f6aaabad25b6b25c7cdbf13f4bdbf7cb7a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Weekend", + "measure_col": "PageValues", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae77eb2be14d17420054f04daeaba393283b329f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-3f9f-7110-bc2a-e58b644820c1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"PageValues\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Weekend\\\" and measure_col=\\\"PageValues\\\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":108}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f206dc2c9ff790f459adbe4bdbb47b3f56051b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"PageValues\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Weekend\" and measure_col=\"PageValues\". CAST to REAL is needed because the schema stores numeric values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a401633aba17ae479498e2e3976b7ad19a8ecdcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:41.234779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:43.757835Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:51.298686Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d457095ee5afd0999abfe3aa593eff6fa2eaa5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues. +Result preview: [{"Weekend": "TRUE", "avg_measure": 6.294020289637727}, {"Weekend": "FALSE", "avg_measure": 5.766571470759987}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cdc6072624bc06eeca341f4d64301725d69a0a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_9b43b63f07b2d356 +-- problem_id: v2p_m6_3f643e7d45fb195d +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("PageValues" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49d664a6adade7a4bcb3e6f12d2a5192ee8aa0fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Weekend\", AVG(CAST(\"PageValues\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Weekend\\\", AVG(CAST(\\\"PageValues\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Weekend\", \"avg_measure\"], \"rows\": [{\"Weekend\": \"TRUE\", \"avg_measure\": 6.294020289637727}, {\"Weekend\": \"FALSE\", \"avg_measure\": 5.766571470759987}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..802231f4d786b8240ea0970842191e1a7f5f0e87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:09:40.953602+00:00", + "ended_at": "2026-05-04T07:09:52.603053+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9b43b63f07b2d356", + "problem_id": "v2p_m6_3f643e7d45fb195d", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Weekend, measure_col=PageValues.", + "bindings": { + "group_col": "Weekend", + "measure_col": "PageValues", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9b43b63f07b2d356.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9b43b63f07b2d356", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 108, + "total_tokens": 22976, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2869, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11602.75, + "sql_execution_elapsed_ms_total": 8.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9b43b63f07b2d356\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f94c2f3344bfcdd2c0f8058c4274c2f4c77e258d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9b43b63f07b2d356/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:52.577809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11602.75, "started_at": "2026-05-04T07:09:40.956634+00:00", "ended_at": "2026-05-04T07:09:52.559745+00:00", "prompt_metrics": {"chars": 10407, "bytes_utf8": 10407, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 382, "bytes_utf8": 382, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 108}, "stderr_preview": "2026-05-04T07:09:41.234779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:43.757835Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac080fbc1628a4f66327e3f283cf67d81ce55f35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9c0f42979fa5027e\n-- problem_id: v2p_m6_cad63caafb3af439\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ExitRates\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ExitRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9c0f42979fa5027e\\n-- problem_id: v2p_m6_cad63caafb3af439\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ExitRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ExitRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ExitRates\", \"support\", \"avg_response\"], \"rows\": [{\"ExitRates\": \"0.2\", \"support\": 710, \"avg_response\": 0.0}, {\"ExitRates\": \"0.1\", \"support\": 338, \"avg_response\": 1.9357988165680473}, {\"ExitRates\": \"0.05\", \"support\": 329, \"avg_response\": 20.31945288762918}, {\"ExitRates\": \"0.033333333\", \"support\": 291, \"avg_response\": 29.370229095292093}, {\"ExitRates\": \"0.066666667\", \"support\": 267, \"avg_response\": 6.431210986254682}, {\"ExitRates\": \"0.025\", \"support\": 224, \"avg_response\": 37.58653273825893}, {\"ExitRates\": \"0.04\", \"support\": 214, \"avg_response\": 38.93021806883177}, {\"ExitRates\": \"0.016666667\", \"support\": 181, \"avg_response\": 73.43489871104973}, {\"ExitRates\": \"0.02\", \"support\": 167, \"avg_response\": 62.80194610766467}, {\"ExitRates\": \"0.022222222\", \"support\": 152, \"avg_response\": 44.70391995618421}, {\"ExitRates\": \"0.028571429\", \"support\": 150, \"avg_response\": 45.27945661326667}, {\"ExitRates\": \"0.014285714\", \"support\": 118, \"avg_response\": 66.59074858762712}, {\"ExitRates\": \"0.0125\", \"support\": 112, \"avg_response\": 64.9273299325}, {\"ExitRates\": \"0.011111111\", \"support\": 103, \"avg_response\": 78.64834951323301}, {\"ExitRates\": \"0.013333333\", \"support\": 87, \"avg_response\": 88.59624520655173}, {\"ExitRates\": \"0.018181818\", \"support\": 87, \"avg_response\": 75.80708041057471}, {\"ExitRates\": \"0.015384615\", \"support\": 83, \"avg_response\": 101.28433734975903}, {\"ExitRates\": \"0.008333333\", \"support\": 78, \"avg_response\": 75.70164529910257}, {\"ExitRates\": \"0\", \"support\": 76, \"avg_response\": 41.09539473644737}, {\"ExitRates\": \"0.01\", \"support\": 70, \"avg_response\": 72.65006338871429}, {\"ExitRates\": \"0.133333333\", \"support\": 67, \"avg_response\": 0.4208955223880597}, {\"ExitRates\": \"0.15\", \"support\": 60, \"avg_response\": 0.23333333333333334}, {\"ExitRates\": \"0.044444444\", \"support\": 58, \"avg_response\": 49.47557471310345}, {\"ExitRates\": \"0.00952381\", \"support\": 54, \"avg_response\": 64.94895061796296}, {\"ExitRates\": \"0.075\", \"support\": 54, \"avg_response\": 27.17037037037037}, {\"ExitRates\": \"0.057142857\", \"support\": 54, \"avg_response\": 5.362962962962963}, {\"ExitRates\": \"0.007142857\", \"support\": 51, \"avg_response\": 75.1640522882353}, {\"ExitRates\": \"0.08\", \"support\": 46, \"avg_response\": 2.3369565217391304}, {\"ExitRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 86.229814814}, {\"ExitRates\": \"0.009090909\", \"support\": 45, \"avg_response\": 61.164788359999996}, {\"ExitRates\": \"0.026666667\", \"support\": 45, \"avg_response\": 43.334259259999996}, {\"ExitRates\": \"0.0375\", \"support\": 44, \"avg_response\": 75.75246212113636}, {\"ExitRates\": \"0.006666667\", \"support\": 44, \"avg_response\": 57.31636363568182}, {\"ExitRates\": \"0.00625\", \"support\": 41, \"avg_response\": 64.88455284456099}, {\"ExitRates\": \"0.06\", \"support\": 41, \"avg_response\": 28.704065041463416}, {\"ExitRates\": \"0.007692308\", \"support\": 38, \"avg_response\": 114.75850877289474}, {\"ExitRates\": \"0.03\", \"support\": 38, \"avg_response\": 74.39632414473685}, {\"ExitRates\": \"0.011764706\", \"support\": 38, \"avg_response\": 54.30307017526315}, {\"ExitRates\": \"0.042857143\", \"support\": 37, \"avg_response\": 59.97882882891892}, {\"ExitRates\": \"0.005555556\", \"support\": 36, \"avg_response\": 145.52894180722222}, {\"ExitRates\": \"0.019047619\", \"support\": 36, \"avg_response\": 67.15152777972223}, {\"ExitRates\": \"0.007407407\", \"support\": 34, \"avg_response\": 83.27647058705882}, {\"ExitRates\": \"0.036363636\", \"support\": 31, \"avg_response\": 43.940322580645166}, {\"ExitRates\": \"0.021428571\", \"support\": 30, \"avg_response\": 56.01444444333333}, {\"ExitRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 93.08793103448276}, {\"ExitRates\": \"0.055555556\", \"support\": 29, \"avg_response\": 44.25689655172414}, {\"ExitRates\": \"0.041666667\", \"support\": 29, \"avg_response\": 27.323973728620693}, {\"ExitRates\": \"0.027272727\", \"support\": 28, \"avg_response\": 54.84285714285714}, {\"ExitRates\": \"0.008695652\", \"support\": 27, \"avg_response\": 98.24432098888889}, {\"ExitRates\": \"0.030769231\", \"support\": 26, \"avg_response\": 92.32012820384615}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b1a209850ab8c6cc3319e74e626a3daa38837be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.947936+00:00", + "ended_at": "2026-05-04T07:38:29.965270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9c0f42979fa5027e", + "problem_id": "v2p_m6_cad63caafb3af439", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ExitRates.", + "bindings": { + "key_col": "ExitRates", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9c0f42979fa5027e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c0f42979fa5027e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9464b49a10c0c683ad0918655e74c89873e9556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10828, "bytes_utf8": 10828, "lines": 314, "estimated_tokens": 2898}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22989, "cached_input_tokens": 19840, "output_tokens": 179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b93d23cc3d85400363ff5df518b1b4f5fee39af0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9c9c4ddf197b2e87", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12255.29, + "sql_execution_elapsed_ms_total": 16.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9c9c4ddf197b2e87\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1463aaa76c30ee19c225cf1dd96e77c8a745b32b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:00:40.734199+00:00", + "ended_at": "2026-05-04T07:00:52.976741+00:00", + "elapsed_ms": 12255.29, + "prompt_metrics": { + "chars": 10828, + "bytes_utf8": 10828, + "lines": 314, + "estimated_tokens": 2898 + }, + "stdout_metrics": { + "chars": 1000, + "bytes_utf8": 1000, + "lines": 4, + "estimated_tokens": 286 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13215 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 646, + "bytes_utf8": 646, + "lines": 1, + "estimated_tokens": 163 + }, + "usage": { + "input_tokens": 22989, + "cached_input_tokens": 19840, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6642f60c3e49424a12a137bbe7400ab9e3b5ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Informational", + "measure_col": "BounceRates", + "item_col": "TrafficType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5bfb6ec36b6238b6caed05f216543fbeffb4336 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-0145-7961-a013-0b52d717f776"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required Within-Group Share of Total template with bound roles group_col=\\\"Informational\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"BounceRates\\\". Cast \\\"BounceRates\\\" to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ac09c932855ef47f45310470809cb802709b3f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"TrafficType\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"TrafficType\"\nORDER BY share_within_group DESC;","notes":"Used the required Within-Group Share of Total template with bound roles group_col=\"Informational\", item_col=\"TrafficType\", and measure_col=\"BounceRates\". Cast \"BounceRates\" to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf7f9f025ebd4fe2e37b7b9c3aedb32795401d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:40.987372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:43.321620Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:51.922670Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e383a38ba68a7e72d0307a966689b449aaad33f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=BounceRates. +Result preview: [{"Informational": "11", "TrafficType": "4", "total_measure": 0.001937543, "share_within_group": 100.0}, {"Informational": "13", "TrafficType": "2", "total_measure": 0.005315857, "share_within_group": 100.0}, {"Informational": "14", "TrafficType": "2", "total_measure": 0.009832064, "share_within_group": 100.0}, {"Informational": "16", "TrafficType": "8", "total_measure": 0.003174603, "share_within_group": 100.0}, {"Informational": "24", "TrafficType": "14", "total_measure": 0.004851285, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1612b63eb90f801e1e704c8a4c0e1a7beaa27510 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9c9c4ddf197b2e87 +-- problem_id: v2p_m6_62d996cd149296b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "TrafficType", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..49f11505cd1424f041aff0ea3185e51ad3d7d746 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"TrafficType\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"TrafficType\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Informational\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Informational\": \"11\", \"TrafficType\": \"4\", \"total_measure\": 0.001937543, \"share_within_group\": 100.0}, {\"Informational\": \"13\", \"TrafficType\": \"2\", \"total_measure\": 0.005315857, \"share_within_group\": 100.0}, {\"Informational\": \"14\", \"TrafficType\": \"2\", \"total_measure\": 0.009832064, \"share_within_group\": 100.0}, {\"Informational\": \"16\", \"TrafficType\": \"8\", \"total_measure\": 0.003174603, \"share_within_group\": 100.0}, {\"Informational\": \"24\", \"TrafficType\": \"14\", \"total_measure\": 0.004851285, \"share_within_group\": 100.0}, {\"Informational\": \"12\", \"TrafficType\": \"2\", \"total_measure\": 0.027811923, \"share_within_group\": 91.42457949327066}, {\"Informational\": \"10\", \"TrafficType\": \"2\", \"total_measure\": 0.024341406, \"share_within_group\": 70.4191563757406}, {\"Informational\": \"6\", \"TrafficType\": \"2\", \"total_measure\": 0.351664291, \"share_within_group\": 59.24640479913542}, {\"Informational\": \"7\", \"TrafficType\": \"2\", \"total_measure\": 0.167238999, \"share_within_group\": 48.27987942025055}, {\"Informational\": \"5\", \"TrafficType\": \"2\", \"total_measure\": 0.330727816, \"share_within_group\": 46.497181052000144}, {\"Informational\": \"8\", \"TrafficType\": \"2\", \"total_measure\": 0.032114838, \"share_within_group\": 44.375909277193}, {\"Informational\": \"4\", \"TrafficType\": \"2\", \"total_measure\": 0.676127091, \"share_within_group\": 37.16699324275232}, {\"Informational\": \"9\", \"TrafficType\": \"2\", \"total_measure\": 0.050470348, \"share_within_group\": 36.18715517713053}, {\"Informational\": \"2\", \"TrafficType\": \"2\", \"total_measure\": 2.00102796, \"share_within_group\": 34.687139691720986}, {\"Informational\": \"3\", \"TrafficType\": \"2\", \"total_measure\": 0.858771146, \"share_within_group\": 29.91106929940902}, {\"Informational\": \"0\", \"TrafficType\": \"1\", \"total_measure\": 75.157976344, \"share_within_group\": 29.884087755317054}, {\"Informational\": \"9\", \"TrafficType\": \"3\", \"total_measure\": 0.040159607, \"share_within_group\": 28.79437110997486}, {\"Informational\": \"8\", \"TrafficType\": \"1\", \"total_measure\": 0.019934641, \"share_within_group\": 27.545454860753527}, {\"Informational\": \"0\", \"TrafficType\": \"3\", \"total_measure\": 65.119682576, \"share_within_group\": 25.892691679090575}, {\"Informational\": \"7\", \"TrafficType\": \"4\", \"total_measure\": 0.087759001, \"share_within_group\": 25.33496380423593}, {\"Informational\": \"1\", \"TrafficType\": \"2\", \"total_measure\": 2.186249487, \"share_within_group\": 22.517305392922758}, {\"Informational\": \"10\", \"TrafficType\": \"8\", \"total_measure\": 0.007142857, \"share_within_group\": 20.664129428372107}, {\"Informational\": \"3\", \"TrafficType\": \"1\", \"total_measure\": 0.58571038, \"share_within_group\": 20.40034047157331}, {\"Informational\": \"1\", \"TrafficType\": \"1\", \"total_measure\": 1.859280175, \"share_within_group\": 19.14968065649768}, {\"Informational\": \"9\", \"TrafficType\": \"11\", \"total_measure\": 0.026260504, \"share_within_group\": 18.828737485179555}, {\"Informational\": \"4\", \"TrafficType\": \"1\", \"total_measure\": 0.331578933, \"share_within_group\": 18.227034719201963}, {\"Informational\": \"2\", \"TrafficType\": \"1\", \"total_measure\": 1.044924191, \"share_within_group\": 18.113405761944247}, {\"Informational\": \"5\", \"TrafficType\": \"1\", \"total_measure\": 0.120038833, \"share_within_group\": 16.876316660561173}, {\"Informational\": \"6\", \"TrafficType\": \"1\", \"total_measure\": 0.098717703, \"share_within_group\": 16.631398587975553}, {\"Informational\": \"1\", \"TrafficType\": \"3\", \"total_measure\": 1.612094288, \"share_within_group\": 16.603786356923855}, {\"Informational\": \"2\", \"TrafficType\": \"3\", \"total_measure\": 0.845402831, \"share_within_group\": 14.65477078824695}, {\"Informational\": \"7\", \"TrafficType\": \"1\", \"total_measure\": 0.04872366, \"share_within_group\": 14.06593225132426}, {\"Informational\": \"4\", \"TrafficType\": \"3\", \"total_measure\": 0.244505707, \"share_within_group\": 13.440582518950388}, {\"Informational\": \"0\", \"TrafficType\": \"13\", \"total_measure\": 33.628843579, \"share_within_group\": 13.371399304644726}, {\"Informational\": \"3\", \"TrafficType\": \"3\", \"total_measure\": 0.373586217, \"share_within_group\": 13.012038513449376}, {\"Informational\": \"1\", \"TrafficType\": \"13\", \"total_measure\": 1.177957557, \"share_within_group\": 12.132389376688836}, {\"Informational\": \"4\", \"TrafficType\": \"13\", \"total_measure\": 0.211895249, \"share_within_group\": 11.647971797885436}, {\"Informational\": \"8\", \"TrafficType\": \"5\", \"total_measure\": 0.007903295, \"share_within_group\": 10.920681023235835}, {\"Informational\": \"5\", \"TrafficType\": \"4\", \"total_measure\": 0.076488986, \"share_within_group\": 10.753622944511884}, {\"Informational\": \"0\", \"TrafficType\": \"2\", \"total_measure\": 26.36186262, \"share_within_group\": 10.481924264750162}, {\"Informational\": \"3\", \"TrafficType\": \"13\", \"total_measure\": 0.298125166, \"share_within_group\": 10.383723931176208}, {\"Informational\": \"8\", \"TrafficType\": \"10\", \"total_measure\": 0.007452575, \"share_within_group\": 10.29788137438142}, {\"Informational\": \"3\", \"TrafficType\": \"4\", \"total_measure\": 0.284774895, \"share_within_group\": 9.918732899622745}, {\"Informational\": \"5\", \"TrafficType\": \"13\", \"total_measure\": 0.06514181299999999, \"share_within_group\": 9.158318492075479}, {\"Informational\": \"10\", \"TrafficType\": \"3\", \"total_measure\": 0.003082192, \"share_within_group\": 8.916714195887316}, {\"Informational\": \"5\", \"TrafficType\": \"3\", \"total_measure\": 0.062928568, \"share_within_group\": 8.847157324194052}, {\"Informational\": \"2\", \"TrafficType\": \"4\", \"total_measure\": 0.509734857, \"share_within_group\": 8.836080526580158}, {\"Informational\": \"1\", \"TrafficType\": \"15\", \"total_measure\": 0.856111111, \"share_within_group\": 8.817527666119194}, {\"Informational\": \"2\", \"TrafficType\": \"13\", \"total_measure\": 0.50465209, \"share_within_group\": 8.747972487875158}, {\"Informational\": \"12\", \"TrafficType\": \"1\", \"total_measure\": 0.002608696, \"share_within_group\": 8.575420506729335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2cdafb829813c29b472115c311726a3d705f58f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:00:40.730517+00:00", + "ended_at": "2026-05-04T07:00:53.031156+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9c9c4ddf197b2e87", + "problem_id": "v2p_m6_62d996cd149296b7", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Informational, measure_col=BounceRates.", + "bindings": { + "group_col": "Informational", + "measure_col": "BounceRates", + "item_col": "TrafficType", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=34" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9c9c4ddf197b2e87.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9c9c4ddf197b2e87", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 23168, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12255.29, + "sql_execution_elapsed_ms_total": 16.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9c9c4ddf197b2e87\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a355a200608c6051144a0df2eafc710d5dd781b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9c9c4ddf197b2e87/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:53.007089+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12255.29, "started_at": "2026-05-04T07:00:40.734199+00:00", "ended_at": "2026-05-04T07:00:52.976741+00:00", "prompt_metrics": {"chars": 10828, "bytes_utf8": 10828, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22989, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:00:40.987372Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:43.321620Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Weekend", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d212ccc2836305ddfcaa8c40a13c1c22ad1d224e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-45b1-7322-b306-b546d30760c4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the required Grouped Count by Category template with group_col bound to \\\"Weekend\\\" on the single table \\\"m6\\\". Identifier quoting is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":21888,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72a276ff2431bd81331f10c63a66431a611ef001 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Weekend\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY row_count DESC;","notes":"Used the required Grouped Count by Category template with group_col bound to \"Weekend\" on the single table \"m6\". Identifier quoting is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d8c186ccf473512594a517a76fb7e232191da04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:31.729190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:34.210795Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:42.217431Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9553d3b1056364b02c957b3e2656da4c95ea51c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend. +Result preview: [{"Weekend": "FALSE", "row_count": 9462}, {"Weekend": "TRUE", "row_count": 2868}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d92595b3954f22d831f58a428301c3bdc11e5a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_9cd55d7cff79ee37 +-- problem_id: v2p_m6_cff2723a522e0db7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Weekend" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45c9718818cf9c7d64c57cef61dea8c73951a7e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Weekend\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Weekend\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Weekend\", \"row_count\"], \"rows\": [{\"Weekend\": \"FALSE\", \"row_count\": 9462}, {\"Weekend\": \"TRUE\", \"row_count\": 2868}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..235604109c13f34744f635571e2ef7ea90455ae6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:07:31.441204+00:00", + "ended_at": "2026-05-04T07:07:43.042480+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9cd55d7cff79ee37", + "problem_id": "v2p_m6_cff2723a522e0db7", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Weekend.", + "bindings": { + "group_col": "Weekend", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9cd55d7cff79ee37.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9cd55d7cff79ee37", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 21888, + "output_tokens": 93, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 77, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11557.88, + "sql_execution_elapsed_ms_total": 6.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9cd55d7cff79ee37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a0ea646edec1fc2b3f34551945c5efbb97db3139 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9cd55d7cff79ee37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:43.020249+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11557.88, "started_at": "2026-05-04T07:07:31.444954+00:00", "ended_at": "2026-05-04T07:07:43.002870+00:00", "prompt_metrics": {"chars": 10304, "bytes_utf8": 10304, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 324, "bytes_utf8": 324, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 22841, "cached_input_tokens": 21888, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:07:31.729190Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:34.210795Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..74246c0a071388ee5647447e15ba33b1e83bc59a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9d99ea7321324987\n-- problem_id: v2p_m6_836f16c893b2aec1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9d99ea7321324987\\n-- problem_id: v2p_m6_836f16c893b2aec1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 1.6942708333333334}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 1.1666666666666667}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..85c2a7eb389042d4c5b5ee13b4792a3ef092788a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.004027+00:00", + "ended_at": "2026-05-04T07:38:30.016916+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9d99ea7321324987", + "problem_id": "v2p_m6_836f16c893b2aec1", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9d99ea7321324987.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9d99ea7321324987/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..993221b23be297b3b5c9df7183f41bf60c8fd69e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10594, "bytes_utf8": 10594, "lines": 312, "estimated_tokens": 2824}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 19840, "output_tokens": 179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bf88af17502822b9531c7040978afd828d8c8142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9dae502f4037743e", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12261.66, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9dae502f4037743e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff9437c1ca438138e522c2e4208f597b0359cff7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:33:30.172642+00:00", + "ended_at": "2026-05-04T07:33:42.434633+00:00", + "elapsed_ms": 12261.66, + "prompt_metrics": { + "chars": 10594, + "bytes_utf8": 10594, + "lines": 312, + "estimated_tokens": 2824 + }, + "stdout_metrics": { + "chars": 837, + "bytes_utf8": 837, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 507, + "bytes_utf8": 507, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3954f27a35ac3a1e11e30ecc7aadba76b9cd1cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Informational", + "measure_col": "OperatingSystems", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..273e88540316bcac9b1eb328e4f23d4978e9c6db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-0e4e-7511-bde4-292ae3c1b965"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"Informational\\\" and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":19840,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad69292247c5b0ceb6fddbe958fd5452bc769095 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Informational\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING SUM(CAST(\"OperatingSystems\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"Informational\" and measure_col=\"OperatingSystems\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da1ab3008cce127e59da5f47cbcb1f25c98cdc87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:30.465722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:32.966359Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:41.403291Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b89e92dd941e23b77fde3819de356caadd8142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=OperatingSystems. +Result preview: [{"Informational": "0", "total_measure": 20646.0}, {"Informational": "1", "total_measure": 2204.0}, {"Informational": "2", "total_measure": 1547.0}, {"Informational": "3", "total_measure": 776.0}, {"Informational": "4", "total_measure": 472.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5a0a24855c915cbbba19407bdc60e558b4b9d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9dae502f4037743e +-- problem_id: v2p_m6_5782e2fbf6824648 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Informational" +HAVING SUM(CAST("OperatingSystems" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecd3a1869d57aeb5977f5ea34c3c141b72d267fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Informational\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nHAVING SUM(CAST(\"OperatingSystems\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nHAVING SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"0\", \"total_measure\": 20646.0}, {\"Informational\": \"1\", \"total_measure\": 2204.0}, {\"Informational\": \"2\", \"total_measure\": 1547.0}, {\"Informational\": \"3\", \"total_measure\": 776.0}, {\"Informational\": \"4\", \"total_measure\": 472.0}, {\"Informational\": \"5\", \"total_measure\": 201.0}, {\"Informational\": \"6\", \"total_measure\": 167.0}, {\"Informational\": \"7\", \"total_measure\": 76.0}, {\"Informational\": \"9\", \"total_measure\": 35.0}, {\"Informational\": \"8\", \"total_measure\": 28.0}, {\"Informational\": \"10\", \"total_measure\": 13.0}, {\"Informational\": \"12\", \"total_measure\": 11.0}, {\"Informational\": \"14\", \"total_measure\": 5.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d3c61882c75e02ae0be2162295a565c0d76fbac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:33:30.168761+00:00", + "ended_at": "2026-05-04T07:33:42.469722+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9dae502f4037743e", + "problem_id": "v2p_m6_5782e2fbf6824648", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Informational, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Informational", + "measure_col": "OperatingSystems", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9dae502f4037743e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9dae502f4037743e", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12261.66, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9dae502f4037743e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..01d73fc0192b5c55f216b9913b8efb4f989aa9cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:42.453145+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12261.66, "started_at": "2026-05-04T07:33:30.172642+00:00", "ended_at": "2026-05-04T07:33:42.434633+00:00", "prompt_metrics": {"chars": 10594, "bytes_utf8": 10594, "lines": 312, "estimated_tokens": 2824}, "response_metrics": {"chars": 507, "bytes_utf8": 507, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 19840, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:33:30.465722Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:32.966359Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"Informational\\\" and measure_col=\\\"OperatingSystems\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f5f68773f87f1fa830feaec662bb20621044d428 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dae502f4037743e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9dae502f4037743e", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 19840, + "output_tokens": 179, + "total_tokens": 23092, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12261.66, + "sql_execution_elapsed_ms_total": 8.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9dae502f4037743e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..39aac91a19e34bc1eed1ddd9d5c2fde80ea7e887 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative_Duration": "0", "support": 5903, "avg_response": 0.15957987464001355}, {"Administrative_Duration": "4", "support": 56, "avg_response": 0.3392857142857143}, {"Administrative_Duration": "5", "support": 53, "avg_response": 0.33962264150943394}, {"Administrative_Duration": "7", "support": 45, "avg_response": 0.5777777777777777}, {"Administrative_Duration": "11", "support": 42, "avg_response": 0.35714285714285715}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d651d624931a99278a7b02c855c177d8551a2ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9db47cd60578fbb3 +-- problem_id: v2p_m6_618ffc4e4dbedd3e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..36c683e78114a97de34e98805eaf3590a19ac27e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_9db47cd60578fbb3\n-- problem_id: v2p_m6_618ffc4e4dbedd3e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_9db47cd60578fbb3\\n-- problem_id: v2p_m6_618ffc4e4dbedd3e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 0.15957987464001355}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 0.3392857142857143}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 0.33962264150943394}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 0.5777777777777777}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 0.35714285714285715}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 0.12195121951219512}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 0.1891891891891892}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 0.42857142857142855}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 0.24242424242424243}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 0.6875}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 0.4482758620689655}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 0.13793103448275862}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 0.5357142857142857}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 0.21428571428571427}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 0.9615384615384616}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 0.6923076923076923}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 0.5769230769230769}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 0.2692307692307692}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 0.4}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 0.25}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 0.125}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 0.4}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 0.2}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 0.6842105263157895}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 0.47368421052631576}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 0.42105263157894735}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 0.21052631578947367}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 0.5555555555555556}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 0.3888888888888889}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 0.3888888888888889}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 0.6470588235294118}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 0.35294117647058826}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 0.35294117647058826}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 1.1875}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 0.5625}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 0.375}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 0.375}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 0.25}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 1.0}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 0.7333333333333333}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 0.06666666666666667}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 0.7142857142857143}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 0.6428571428571429}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 0.5714285714285714}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 0.35714285714285715}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 0.21428571428571427}, {\"Administrative_Duration\": \"54.5\", \"support\": 13, \"avg_response\": 0.9230769230769231}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 0.46153846153846156}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 11.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da11c8c90bdb28c58d6cf9bb576ebeeddad0cf51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.631535+00:00", + "ended_at": "2026-05-04T07:38:29.646754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9db47cd60578fbb3", + "problem_id": "v2p_m6_618ffc4e4dbedd3e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9db47cd60578fbb3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9db47cd60578fbb3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..63f9aca2e28deb794eaad0ddf83c5885790a359c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10564, "bytes_utf8": 10564, "lines": 310, "estimated_tokens": 2830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 227}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..df85151a4ba8665733c65f318c80ac0408e3d079 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9dfc8c60fd5cb592", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 227, + "total_tokens": 23148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13506.3, + "sql_execution_elapsed_ms_total": 28.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9dfc8c60fd5cb592\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ce6acbc0eed8d95b1e0066d7d0ce7ec4db092cb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:30:47.200419+00:00", + "ended_at": "2026-05-04T07:31:00.706635+00:00", + "elapsed_ms": 13506.3, + "prompt_metrics": { + "chars": 10564, + "bytes_utf8": 10564, + "lines": 310, + "estimated_tokens": 2830 + }, + "stdout_metrics": { + "chars": 815, + "bytes_utf8": 815, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 482, + "bytes_utf8": 482, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 227 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5b3e7a34e709937976b9dbc652bec9d6b57d177 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..910f855125a5fbadce1eef862328e2c5f87f5e4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-919c-7041-bae5-37a95275925e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Region\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Region\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Region\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Region\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"Region\\\" and cast \\\"Region\\\" to REAL for numeric tail ordering because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22921,"cached_input_tokens":21888,"output_tokens":227}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c971d9260884c654c74649659e6af582e9883200 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Region\",\n NTILE(10) OVER (ORDER BY CAST(\"Region\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Region\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Region\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"Region\" and cast \"Region\" to REAL for numeric tail ordering because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b71de25a370a334751647424b4a0785d1539f68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:47.398282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:49.734356Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:00.106029Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccbbf9236994c504e9029c211462759be136aa91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region. +Result preview: [{"Region": "9"}, {"Region": "9"}, {"Region": "9"}, {"Region": "9"}, {"Region": "9"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..febaf332856073e6f26bbd7e373589548c8453de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_9dfc8c60fd5cb592 +-- problem_id: v2p_m6_d2f3544e251c48b8 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Region", + NTILE(10) OVER (ORDER BY CAST("Region" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Region" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Region" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebdbf93c6aa7b5d0284a68956f1f877976157463 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Region\",\n NTILE(10) OVER (ORDER BY CAST(\"Region\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Region\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Region\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Region\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Region\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Region\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Region\\\" AS REAL) DESC;\", \"columns\": [\"Region\"], \"rows\": [{\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}, {\"Region\": \"9\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d02a6a27ede9ccce2fedd4483636c36afd582aa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:30:47.195277+00:00", + "ended_at": "2026-05-04T07:31:00.763195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9dfc8c60fd5cb592", + "problem_id": "v2p_m6_d2f3544e251c48b8", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Region.", + "bindings": { + "measure_col": "Region", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9dfc8c60fd5cb592.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9dfc8c60fd5cb592", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 227, + "total_tokens": 23148, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13506.3, + "sql_execution_elapsed_ms_total": 28.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9dfc8c60fd5cb592\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19293f6622fc1c2f2cb18467bff1355e359be53b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9dfc8c60fd5cb592/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:00.725954+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13506.3, "started_at": "2026-05-04T07:30:47.200419+00:00", "ended_at": "2026-05-04T07:31:00.706635+00:00", "prompt_metrics": {"chars": 10564, "bytes_utf8": 10564, "lines": 310, "estimated_tokens": 2830}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 227}, "stderr_preview": "2026-05-04T07:30:47.398282Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:49.734356Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=TrafficType, measure_col=Informational.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7f80736c401a12e5837d70ccc77adc3847251c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-3d4a-7ef3-8996-57408bfde4f9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING SUM(CAST(\\\"Informational\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"TrafficType\\\" and measure_col=\\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":22400,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..59d6385a64d31a30c559287538cefa318bc25dcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"TrafficType\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING SUM(CAST(\"Informational\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the required Thresholded Group Ranking template with group_col=\"TrafficType\" and measure_col=\"Informational\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a243860851c5a45a0337aab28aa1f04c44528f31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:35:53.494162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:56.014859Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:03.831636Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d9ab7ce6515f8c3646fd842452602b32bf5b10a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=TrafficType, measure_col=Informational. +Result preview: [{"TrafficType": "2", "total_measure": 2893.0}, {"TrafficType": "1", "total_measure": 921.0}, {"TrafficType": "3", "total_measure": 616.0}, {"TrafficType": "4", "total_measure": 533.0}, {"TrafficType": "13", "total_measure": 274.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a31871c2dcff04fae3d32a0c1776c372e3105cf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9e1729ca89aa1146 +-- problem_id: v2p_m6_64c3963eefa88cfe +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "TrafficType" +HAVING SUM(CAST("Informational" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..589fb2c5c56ac6d30926d4ca4b96dd0a2613d778 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"TrafficType\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING SUM(CAST(\"Informational\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING SUM(CAST(\\\"Informational\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 2893.0}, {\"TrafficType\": \"1\", \"total_measure\": 921.0}, {\"TrafficType\": \"3\", \"total_measure\": 616.0}, {\"TrafficType\": \"4\", \"total_measure\": 533.0}, {\"TrafficType\": \"13\", \"total_measure\": 274.0}, {\"TrafficType\": \"10\", \"total_measure\": 237.0}, {\"TrafficType\": \"6\", \"total_measure\": 201.0}, {\"TrafficType\": \"8\", \"total_measure\": 171.0}, {\"TrafficType\": \"5\", \"total_measure\": 123.0}, {\"TrafficType\": \"11\", \"total_measure\": 92.0}, {\"TrafficType\": \"20\", \"total_measure\": 61.0}, {\"TrafficType\": \"14\", \"total_measure\": 28.0}, {\"TrafficType\": \"7\", \"total_measure\": 21.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7ecdab111eb8a99e6ea362ffc29db0c0377941ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:35:53.293330+00:00", + "ended_at": "2026-05-04T07:36:04.924949+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9e1729ca89aa1146", + "problem_id": "v2p_m6_64c3963eefa88cfe", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=TrafficType, measure_col=Informational.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9e1729ca89aa1146.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9e1729ca89aa1146", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 22400, + "output_tokens": 161, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11589.58, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9e1729ca89aa1146\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4a2facf665588bbe916fa401d38751c91942ba30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:04.906762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11589.58, "started_at": "2026-05-04T07:35:53.298275+00:00", "ended_at": "2026-05-04T07:36:04.887022+00:00", "prompt_metrics": {"chars": 10580, "bytes_utf8": 10580, "lines": 312, "estimated_tokens": 2824}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 22400, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:35:53.494162Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:56.014859Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Thresholded Group Ranking template with group_col=\\\"TrafficType\\\" and measure_col=\\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5aa6f20ff73a8c53d5a622ca4f8d7d3fb5ed918f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e1729ca89aa1146/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9e1729ca89aa1146", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 22400, + "output_tokens": 161, + "total_tokens": 23074, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11589.58, + "sql_execution_elapsed_ms_total": 8.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9e1729ca89aa1146\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..11071f5295143a6db861d928ac1fb8f6b0ffac59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "2", "support": 3913, "support_share": 0.31735604217356045, "cumulative_support": 3913}, {"value_label": "1", "support": 2451, "support_share": 0.19878345498783456, "cumulative_support": 6364}, {"value_label": "3", "support": 2052, "support_share": 0.16642335766423358, "cumulative_support": 8416}, {"value_label": "4", "support": 1069, "support_share": 0.08669910786699107, "cumulative_support": 9485}, {"value_label": "13", "support": 738, "support_share": 0.059854014598540145, "cumulative_support": 10223}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..60355ad65a8581dc1f973878b06af4b892267296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_9e72f4aeb54952c9 +-- problem_id: v2p_m6_26d48ebe82ea561e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f05898404c69e21a12908362cc82c0d01bbf9727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_9e72f4aeb54952c9\n-- problem_id: v2p_m6_26d48ebe82ea561e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"TrafficType\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"TrafficType\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_9e72f4aeb54952c9\\n-- problem_id: v2p_m6_26d48ebe82ea561e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"TrafficType\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"TrafficType\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"2\", \"support\": 3913, \"support_share\": 0.31735604217356045, \"cumulative_support\": 3913}, {\"value_label\": \"1\", \"support\": 2451, \"support_share\": 0.19878345498783456, \"cumulative_support\": 6364}, {\"value_label\": \"3\", \"support\": 2052, \"support_share\": 0.16642335766423358, \"cumulative_support\": 8416}, {\"value_label\": \"4\", \"support\": 1069, \"support_share\": 0.08669910786699107, \"cumulative_support\": 9485}, {\"value_label\": \"13\", \"support\": 738, \"support_share\": 0.059854014598540145, \"cumulative_support\": 10223}, {\"value_label\": \"10\", \"support\": 450, \"support_share\": 0.0364963503649635, \"cumulative_support\": 10673}, {\"value_label\": \"6\", \"support\": 444, \"support_share\": 0.03600973236009732, \"cumulative_support\": 11117}, {\"value_label\": \"8\", \"support\": 343, \"support_share\": 0.02781832927818329, \"cumulative_support\": 11460}, {\"value_label\": \"5\", \"support\": 260, \"support_share\": 0.021086780210867802, \"cumulative_support\": 11720}, {\"value_label\": \"11\", \"support\": 247, \"support_share\": 0.02003244120032441, \"cumulative_support\": 11967}, {\"value_label\": \"20\", \"support\": 198, \"support_share\": 0.016058394160583942, \"cumulative_support\": 12165}, {\"value_label\": \"9\", \"support\": 42, \"support_share\": 0.0034063260340632603, \"cumulative_support\": 12207}, {\"value_label\": \"7\", \"support\": 40, \"support_share\": 0.0032441200324412004, \"cumulative_support\": 12247}, {\"value_label\": \"15\", \"support\": 38, \"support_share\": 0.0030819140308191405, \"cumulative_support\": 12285}, {\"value_label\": \"19\", \"support\": 17, \"support_share\": 0.00137875101378751, \"cumulative_support\": 12302}, {\"value_label\": \"14\", \"support\": 13, \"support_share\": 0.00105433901054339, \"cumulative_support\": 12315}, {\"value_label\": \"18\", \"support\": 10, \"support_share\": 0.0008110300081103001, \"cumulative_support\": 12325}, {\"value_label\": \"16\", \"support\": 3, \"support_share\": 0.00024330900243309004, \"cumulative_support\": 12328}, {\"value_label\": \"12\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12329}, {\"value_label\": \"17\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d435b2e3a9409858394fa69bf1c0d65f354e2791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.370074+00:00", + "ended_at": "2026-05-04T07:38:29.382591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9e72f4aeb54952c9", + "problem_id": "v2p_m6_26d48ebe82ea561e", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9e72f4aeb54952c9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9e72f4aeb54952c9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28f784fd18b0cfaf310d3f027c443ec1303a5916 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10861, "bytes_utf8": 10861, "lines": 314, "estimated_tokens": 2902}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 678, "bytes_utf8": 678, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22993, "cached_input_tokens": 2432, "output_tokens": 208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..498ff13f4c20e05c1cec35b95c78c41e3c2d5ea4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9f7f1dafeeccfc12", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 2432, + "output_tokens": 208, + "total_tokens": 23201, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13857.98, + "sql_execution_elapsed_ms_total": 25.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9f7f1dafeeccfc12\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..384323b78eadb5ddb5f2d8136b1049c2d9665cbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:00:07.973608+00:00", + "ended_at": "2026-05-04T07:00:21.829692+00:00", + "elapsed_ms": 13857.98, + "prompt_metrics": { + "chars": 10861, + "bytes_utf8": 10861, + "lines": 314, + "estimated_tokens": 2902 + }, + "stdout_metrics": { + "chars": 1027, + "bytes_utf8": 1027, + "lines": 4, + "estimated_tokens": 285 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13238 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 678, + "bytes_utf8": 678, + "lines": 1, + "estimated_tokens": 161 + }, + "usage": { + "input_tokens": 22993, + "cached_input_tokens": 2432, + "output_tokens": 208 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24665549f9abf74c9f875cf487984b277b48f936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated_Duration", + "item_col": "PageValues", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d890ca7d208b723e7d49bd33b685d61820b6234e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-814b-7d82-885f-305a33f4ea34"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the requested template with group_col=\\\"Administrative\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"ProductRelated_Duration\\\". Cast the measure to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22993,"cached_input_tokens":2432,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..673b21e4fdef30916e735bc6337204a454822ec9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"PageValues\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Used the requested template with group_col=\"Administrative\", item_col=\"PageValues\", and measure_col=\"ProductRelated_Duration\". Cast the measure to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c17063a138649ff7a08f18e0dfee48077aa4079f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:08.319604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:11.105358Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:21.355923Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3ab2d2a86a21bd06f68dffddd42d248c6d4814c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated_Duration. +Result preview: [{"Administrative": "26", "PageValues": "19.56746389", "total_measure": 9676.09318, "share_within_group": 100.0}, {"Administrative": "27", "PageValues": "4.511100422", "total_measure": 24844.1562, "share_within_group": 100.0}, {"Administrative": "0", "PageValues": "0", "total_measure": 3282890.52148567, "share_within_group": 85.01719344023246}, {"Administrative": "1", "PageValues": "0", "total_measure": 1076049.15433132, "share_within_group": 66.33206550184016}, {"Administrative": "23", "PageValues": "6.277683942", "total_measure": 9100.402959, "share_within_group": 64.62233470061636}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88c43e9f82e347ef4b26eb55dd90c87c41425ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9f7f1dafeeccfc12 +-- problem_id: v2p_m6_720f2998b5b0649a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "PageValues", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcb159e58bc7a08ae134a95b99651a5e777c0fd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Administrative\", \"PageValues\",\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated_Duration\" AS REAL))) OVER (PARTITION BY \"Administrative\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Administrative\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Administrative\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"Administrative\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Administrative\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Administrative\": \"26\", \"PageValues\": \"19.56746389\", \"total_measure\": 9676.09318, \"share_within_group\": 100.0}, {\"Administrative\": \"27\", \"PageValues\": \"4.511100422\", \"total_measure\": 24844.1562, \"share_within_group\": 100.0}, {\"Administrative\": \"0\", \"PageValues\": \"0\", \"total_measure\": 3282890.52148567, \"share_within_group\": 85.01719344023246}, {\"Administrative\": \"1\", \"PageValues\": \"0\", \"total_measure\": 1076049.15433132, \"share_within_group\": 66.33206550184016}, {\"Administrative\": \"23\", \"PageValues\": \"6.277683942\", \"total_measure\": 9100.402959, \"share_within_group\": 64.62233470061636}, {\"Administrative\": \"21\", \"PageValues\": \"0\", \"total_measure\": 3888.278636, \"share_within_group\": 64.25717797114109}, {\"Administrative\": \"3\", \"PageValues\": \"0\", \"total_measure\": 702776.949819873, \"share_within_group\": 63.223445718480676}, {\"Administrative\": \"4\", \"PageValues\": \"0\", \"total_measure\": 688724.53915296, \"share_within_group\": 62.23595050351241}, {\"Administrative\": \"2\", \"PageValues\": \"0\", \"total_measure\": 809324.03113548, \"share_within_group\": 61.39297506568158}, {\"Administrative\": \"5\", \"PageValues\": \"0\", \"total_measure\": 610223.17671851, \"share_within_group\": 56.35742018790208}, {\"Administrative\": \"20\", \"PageValues\": \"8.4031637\", \"total_measure\": 27009.85943, \"share_within_group\": 53.642140970330665}, {\"Administrative\": \"24\", \"PageValues\": \"2.613452922\", \"total_measure\": 8699.407065, \"share_within_group\": 48.17978380620415}, {\"Administrative\": \"20\", \"PageValues\": \"0.150650498\", \"total_measure\": 23342.08205, \"share_within_group\": 46.357859029669335}, {\"Administrative\": \"17\", \"PageValues\": \"0.763828956\", \"total_measure\": 43171.23338, \"share_within_group\": 44.17548680530772}, {\"Administrative\": \"6\", \"PageValues\": \"0\", \"total_measure\": 326379.14779088, \"share_within_group\": 42.4893024540693}, {\"Administrative\": \"7\", \"PageValues\": \"0\", \"total_measure\": 299588.38830853, \"share_within_group\": 41.5860084610487}, {\"Administrative\": \"8\", \"PageValues\": \"0\", \"total_measure\": 245103.30777867, \"share_within_group\": 40.1030280156494}, {\"Administrative\": \"18\", \"PageValues\": \"0\", \"total_measure\": 23317.4321534, \"share_within_group\": 39.77279791581366}, {\"Administrative\": \"22\", \"PageValues\": \"2.038399449\", \"total_measure\": 6241.687398, \"share_within_group\": 38.44627673607123}, {\"Administrative\": \"10\", \"PageValues\": \"0\", \"total_measure\": 160387.04025328, \"share_within_group\": 36.14022486467329}, {\"Administrative\": \"21\", \"PageValues\": \"0.548811351\", \"total_measure\": 2162.840879, \"share_within_group\": 35.742822028858896}, {\"Administrative\": \"16\", \"PageValues\": \"0\", \"total_measure\": 24592.9916096, \"share_within_group\": 31.905877870433635}, {\"Administrative\": \"15\", \"PageValues\": \"0\", \"total_measure\": 52273.514357, \"share_within_group\": 31.626857100061926}, {\"Administrative\": \"19\", \"PageValues\": \"3.459384236\", \"total_measure\": 9661.585763, \"share_within_group\": 31.12049362485979}, {\"Administrative\": \"9\", \"PageValues\": \"0\", \"total_measure\": 157354.90021043, \"share_within_group\": 31.07588487354116}, {\"Administrative\": \"11\", \"PageValues\": \"0\", \"total_measure\": 111547.8968598, \"share_within_group\": 30.606973025010284}, {\"Administrative\": \"19\", \"PageValues\": \"2.873954681\", \"total_measure\": 9487.639162, \"share_within_group\": 30.560202155087065}, {\"Administrative\": \"13\", \"PageValues\": \"0\", \"total_measure\": 52696.9188225, \"share_within_group\": 27.338410120453723}, {\"Administrative\": \"22\", \"PageValues\": \"177.5288252\", \"total_measure\": 4295.305066, \"share_within_group\": 26.457346660167474}, {\"Administrative\": \"12\", \"PageValues\": \"0\", \"total_measure\": 73142.2200288, \"share_within_group\": 24.659357794093523}, {\"Administrative\": \"17\", \"PageValues\": \"0\", \"total_measure\": 23662.363451999998, \"share_within_group\": 24.212799649603657}, {\"Administrative\": \"24\", \"PageValues\": \"6.149343862\", \"total_measure\": 4339.534423, \"share_within_group\": 24.03357249034775}, {\"Administrative\": \"23\", \"PageValues\": \"7.311892217\", \"total_measure\": 3142.941176, \"share_within_group\": 22.31815421084815}, {\"Administrative\": \"18\", \"PageValues\": \"7.231074783\", \"total_measure\": 12959.91515, \"share_within_group\": 22.105868385335132}, {\"Administrative\": \"22\", \"PageValues\": \"8.508237502\", \"total_measure\": 3373.015865, \"share_within_group\": 20.776417194892126}, {\"Administrative\": \"24\", \"PageValues\": \"0.870148477\", \"total_measure\": 3428.527381, \"share_within_group\": 18.988157095765388}, {\"Administrative\": \"14\", \"PageValues\": \"0\", \"total_measure\": 23688.07893117, \"share_within_group\": 15.22875817210999}, {\"Administrative\": \"22\", \"PageValues\": \"7.935285933\", \"total_measure\": 2324.820965, \"share_within_group\": 14.319959408869162}, {\"Administrative\": \"19\", \"PageValues\": \"8.466384757\", \"total_measure\": 4269.493146, \"share_within_group\": 13.752269812716413}, {\"Administrative\": \"18\", \"PageValues\": \"6.738395238\", \"total_measure\": 7706.546429, \"share_within_group\": 13.145140156642803}, {\"Administrative\": \"23\", \"PageValues\": \"0\", \"total_measure\": 1839.098106, \"share_within_group\": 13.059511088535485}, {\"Administrative\": \"14\", \"PageValues\": \"5.697658998\", \"total_measure\": 18171.79454, \"share_within_group\": 11.68241060860313}, {\"Administrative\": \"19\", \"PageValues\": \"0.447038663\", \"total_measure\": 3276.190541, \"share_within_group\": 10.552788056332286}, {\"Administrative\": \"19\", \"PageValues\": \"4.642\", \"total_measure\": 3179.354257, \"share_within_group\": 10.240873114748062}, {\"Administrative\": \"24\", \"PageValues\": \"0\", \"total_measure\": 1588.666667, \"share_within_group\": 8.798486607682719}, {\"Administrative\": \"16\", \"PageValues\": \"4.083948025\", \"total_measure\": 6606.726779, \"share_within_group\": 8.571280024826793}, {\"Administrative\": \"17\", \"PageValues\": \"13.91832377\", \"total_measure\": 8282.214508, \"share_within_group\": 8.474876186566856}, {\"Administrative\": \"18\", \"PageValues\": \"10.15064372\", \"total_measure\": 4948.398759, \"share_within_group\": 8.440537643844813}, {\"Administrative\": \"15\", \"PageValues\": \"45.15513521\", \"total_measure\": 13717.40205, \"share_within_group\": 8.299390614079705}, {\"Administrative\": \"14\", \"PageValues\": \"0.067049546\", \"total_measure\": 12166.69424, \"share_within_group\": 7.8218096483610475}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 25.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3399ee152b09c59cf2277c3e2148866cb656233b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:00:07.970486+00:00", + "ended_at": "2026-05-04T07:00:21.889104+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9f7f1dafeeccfc12", + "problem_id": "v2p_m6_720f2998b5b0649a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Administrative, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Administrative", + "measure_col": "ProductRelated_Duration", + "item_col": "PageValues", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=33" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9f7f1dafeeccfc12.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9f7f1dafeeccfc12", + "api_calls": 0, + "input_tokens": 22993, + "cached_input_tokens": 2432, + "output_tokens": 208, + "total_tokens": 23201, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2902, + "estimated_output_tokens": 161, + "estimated_total_tokens": 3063, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13857.98, + "sql_execution_elapsed_ms_total": 25.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9f7f1dafeeccfc12\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed3b677cc56c82af0173233f9ebeb5ab94324c28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9f7f1dafeeccfc12/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:21.849966+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13857.98, "started_at": "2026-05-04T07:00:07.973608+00:00", "ended_at": "2026-05-04T07:00:21.829692+00:00", "prompt_metrics": {"chars": 10861, "bytes_utf8": 10861, "lines": 314, "estimated_tokens": 2902}, "response_metrics": {"chars": 678, "bytes_utf8": 678, "lines": 1, "estimated_tokens": 161}, "usage": {"input_tokens": 22993, "cached_input_tokens": 2432, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:00:08.319604Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:11.105358Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=VisitorType.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "VisitorType", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73081a7709fd5b59101675b3d57d47ae6e8e46a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-db29-70a3-9e7e-52216af95e19"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"VisitorType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Administrative\\\", \\\"VisitorType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the requested filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"VisitorType\\\", and a numeric cast on \\\"ExitRates\\\" because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22963,"cached_input_tokens":21888,"output_tokens":234}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..704f29a5966d2b423517a6e4ef2abab721f6ade4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"VisitorType\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Administrative\", \"VisitorType\"\nORDER BY row_count DESC;","notes":"Applied the requested filtered two-dimensional group count template with group_col=\"Administrative\", group_col_2=\"VisitorType\", and a numeric cast on \"ExitRates\" because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06740596b82c8595ca34460ffac06aa36aa20bbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:46.904863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:49.262967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:58.542429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e515b3451f038dba7295da5ea5949ebede33951b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=VisitorType. +Result preview: [{"Administrative": "0", "VisitorType": "Returning_Visitor", "row_count": 2480}, {"Administrative": "1", "VisitorType": "Returning_Visitor", "row_count": 187}, {"Administrative": "2", "VisitorType": "Returning_Visitor", "row_count": 122}, {"Administrative": "0", "VisitorType": "New_Visitor", "row_count": 86}, {"Administrative": "3", "VisitorType": "Returning_Visitor", "row_count": 64}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b43bd0090a03cacef9c2cb66ed0d9497d979df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_9fff8c245f4d1bb2 +-- problem_id: v2p_m6_6325b74fd257a3aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "VisitorType", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Administrative", "VisitorType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..823475fd15f93950bb0a9554db9550930c89886b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"VisitorType\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Administrative\", \"VisitorType\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"VisitorType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Administrative\\\", \\\"VisitorType\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"VisitorType\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 2480}, {\"Administrative\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 187}, {\"Administrative\": \"2\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 122}, {\"Administrative\": \"0\", \"VisitorType\": \"New_Visitor\", \"row_count\": 86}, {\"Administrative\": \"3\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 64}, {\"Administrative\": \"4\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 45}, {\"Administrative\": \"0\", \"VisitorType\": \"Other\", \"row_count\": 34}, {\"Administrative\": \"5\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 32}, {\"Administrative\": \"1\", \"VisitorType\": \"New_Visitor\", \"row_count\": 17}, {\"Administrative\": \"6\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 17}, {\"Administrative\": \"2\", \"VisitorType\": \"New_Visitor\", \"row_count\": 15}, {\"Administrative\": \"7\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 11}, {\"Administrative\": \"8\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 11}, {\"Administrative\": \"3\", \"VisitorType\": \"New_Visitor\", \"row_count\": 8}, {\"Administrative\": \"9\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 6}, {\"Administrative\": \"10\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 4}, {\"Administrative\": \"4\", \"VisitorType\": \"New_Visitor\", \"row_count\": 3}, {\"Administrative\": \"13\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 2}, {\"Administrative\": \"5\", \"VisitorType\": \"New_Visitor\", \"row_count\": 2}, {\"Administrative\": \"11\", \"VisitorType\": \"Returning_Visitor\", \"row_count\": 1}, {\"Administrative\": \"3\", \"VisitorType\": \"Other\", \"row_count\": 1}], \"row_count_returned\": 21, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 25.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64c799f45de671076d975de1ea4652443d690d6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:51:46.719942+00:00", + "ended_at": "2026-05-04T06:51:59.208713+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_9fff8c245f4d1bb2", + "problem_id": "v2p_m6_6325b74fd257a3aa", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=VisitorType.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "VisitorType", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=7" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_9fff8c245f4d1bb2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9fff8c245f4d1bb2", + "api_calls": 0, + "input_tokens": 22963, + "cached_input_tokens": 21888, + "output_tokens": 234, + "total_tokens": 23197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2872, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.9, + "sql_execution_elapsed_ms_total": 25.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9fff8c245f4d1bb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e24c71c58677c77dc342aec63dcc891322985aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:59.176101+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12424.9, "started_at": "2026-05-04T06:51:46.724929+00:00", "ended_at": "2026-05-04T06:51:59.150221+00:00", "prompt_metrics": {"chars": 10727, "bytes_utf8": 10727, "lines": 316, "estimated_tokens": 2872}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 112}, "usage": {"input_tokens": 22963, "cached_input_tokens": 21888, "output_tokens": 234}, "stderr_preview": "2026-05-04T06:51:46.904863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:49.262967Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"Administrative\\\", \\\"VisitorType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Applied the requested filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"VisitorType\\\", and a numeric cast on \\\"ExitRates\\\" because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e8abe1ca1a6662b1dca0938140f247ea44fee7cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_9fff8c245f4d1bb2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_9fff8c245f4d1bb2", + "api_calls": 0, + "input_tokens": 22963, + "cached_input_tokens": 21888, + "output_tokens": 234, + "total_tokens": 23197, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2872, + "estimated_output_tokens": 112, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12424.9, + "sql_execution_elapsed_ms_total": 25.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_9fff8c245f4d1bb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac7b34f7b35a1ebb1dc5f5b6de4e2634676d515 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 0.10771704180064309}, {"ProductRelated": "2", "support": 465, "avg_response": 0.4989247311827957}, {"ProductRelated": "3", "support": 458, "avg_response": 0.8275109170305677}, {"ProductRelated": "4", "support": 404, "avg_response": 0.8217821782178217}, {"ProductRelated": "6", "support": 396, "avg_response": 0.9419191919191919}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9e6ceb2317b9fbd1f06c829c1f986027e9df3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_a133cdad28eceb62 +-- problem_id: v2p_m6_6a5043b0f1fc8de4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..064761f929e4041ccd3481531797f6e994ffd867 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_a133cdad28eceb62\n-- problem_id: v2p_m6_6a5043b0f1fc8de4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_a133cdad28eceb62\\n-- problem_id: v2p_m6_6a5043b0f1fc8de4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 0.10771704180064309}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 0.4989247311827957}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 0.8275109170305677}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 0.8217821782178217}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 0.9419191919191919}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 1.2046035805626598}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 0.9790575916230366}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 1.1756756756756757}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 1.378787878787879}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 1.2712933753943219}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 1.5303514376996805}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 1.4415584415584415}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 1.6678200692041523}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 1.6407407407407408}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 1.7615384615384615}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 1.8087649402390438}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 2.0442477876106193}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 2.1155555555555554}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 1.981651376146789}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 2.272300469483568}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 1.84}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 1.914572864321608}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 2.3854166666666665}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 2.227777777777778}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 2.5762711864406778}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 2.8129032258064517}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 2.5974025974025974}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 2.5277777777777777}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 2.5140845070422535}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 2.925925925925926}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 3.1015625}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 3.8016528925619837}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 3.19327731092437}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 2.8813559322033897}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 3.2}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 3.055045871559633}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 3.3592233009708736}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 3.396039603960396}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 2.8764044943820224}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 3.623529411764706}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 3.2467532467532467}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 3.3424657534246576}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 3.352112676056338}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 3.23943661971831}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 2.869565217391304}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 3.411764705882353}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 3.0625}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 3.0}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 4.066666666666666}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 3.4166666666666665}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a07507a9c5624407b541884f81044a68576417c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.711950+00:00", + "ended_at": "2026-05-04T07:38:29.725848+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a133cdad28eceb62", + "problem_id": "v2p_m6_6a5043b0f1fc8de4", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a133cdad28eceb62.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a133cdad28eceb62/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fa1fa2586ceb44a14866d39c6ee3e86645dd237 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10962, "bytes_utf8": 10962, "lines": 317, "estimated_tokens": 2898}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1058, "bytes_utf8": 1058, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 692}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3072c3aaeea14546e565fef5344eed4142c7767e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1e8d246b481c07b", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 692, + "total_tokens": 23681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21035.46, + "sql_execution_elapsed_ms_total": 39.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1e8d246b481c07b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1bbff33a613bbf01f81bae1515ee42b74a05b759 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:01:39.691602+00:00", + "ended_at": "2026-05-04T07:02:00.723145+00:00", + "elapsed_ms": 21035.46, + "prompt_metrics": { + "chars": 10962, + "bytes_utf8": 10962, + "lines": 317, + "estimated_tokens": 2898 + }, + "stdout_metrics": { + "chars": 1494, + "bytes_utf8": 1494, + "lines": 4, + "estimated_tokens": 470 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13233 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1058, + "bytes_utf8": 1058, + "lines": 1, + "estimated_tokens": 301 + }, + "usage": { + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 692 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fff23d7478fccf05a59d55575212fdb26b596b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay, condition_col=VisitorType.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8aeb79b5d3f3351d23f2364de6ffaca4118243b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ca-e789-7340-b006-5f393c98a280"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"SpecialDay\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"SpecialDay\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY \\\"SpecialDay\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"SpecialDay\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile per \\\"OperatingSystems\\\" after filtering to \\\"VisitorType\\\" = 'Returning_Visitor'. Cast \\\"SpecialDay\\\" from TEXT to REAL before ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":21888,"output_tokens":692}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b69168970b150b6fc4f44879129faebb37eccb53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"SpecialDay\" AS REAL) AS \"SpecialDay\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"SpecialDay\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY \"SpecialDay\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"OperatingSystems\",\n \"SpecialDay\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST(0.9 * \"cnt\" AS INTEGER) +\n CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile per \"OperatingSystems\" after filtering to \"VisitorType\" = 'Returning_Visitor'. Cast \"SpecialDay\" from TEXT to REAL before ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..63fd8f6550fd2300220bb1862a0feba7a2dec342 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:01:39.962728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:01:42.329933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:01:59.893875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5db052fa9290b88d7c0219bb929b71b1d3db08c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay, condition_col=VisitorType. +Result preview: [{"OperatingSystems": "6", "conditional_percentile": 0.8}, {"OperatingSystems": "7", "conditional_percentile": 0.8}, {"OperatingSystems": "2", "conditional_percentile": 0.4}, {"OperatingSystems": "3", "conditional_percentile": 0.4}, {"OperatingSystems": "1", "conditional_percentile": 0.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0412c404435a0c75109bc83974f654950b37063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_a1e8d246b481c07b +-- problem_id: v2p_m6_6ed1d74b26d7248e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + CAST("SpecialDay" AS REAL) AS "SpecialDay" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' +), +"ranked" AS ( + SELECT + "OperatingSystems", + "SpecialDay", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY "SpecialDay" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "filtered" +) +SELECT + "OperatingSystems", + "SpecialDay" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = ( + CAST(0.9 * "cnt" AS INTEGER) + + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END +) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79ffb9699acb1d31d9576ec9a1387332bfc3c988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"SpecialDay\" AS REAL) AS \"SpecialDay\"\n FROM \"m6\"\n WHERE \"VisitorType\" = 'Returning_Visitor'\n),\n\"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n \"SpecialDay\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY \"SpecialDay\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"OperatingSystems\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"OperatingSystems\",\n \"SpecialDay\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = (\n CAST(0.9 * \"cnt\" AS INTEGER) +\n CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END\n)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"SpecialDay\\\" AS REAL) AS \\\"SpecialDay\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"VisitorType\\\" = 'Returning_Visitor'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"SpecialDay\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY \\\"SpecialDay\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"SpecialDay\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = (\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) +\\n CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"conditional_percentile\"], \"rows\": [{\"OperatingSystems\": \"6\", \"conditional_percentile\": 0.8}, {\"OperatingSystems\": \"7\", \"conditional_percentile\": 0.8}, {\"OperatingSystems\": \"2\", \"conditional_percentile\": 0.4}, {\"OperatingSystems\": \"3\", \"conditional_percentile\": 0.4}, {\"OperatingSystems\": \"1\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"4\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"5\", \"conditional_percentile\": 0.0}, {\"OperatingSystems\": \"8\", \"conditional_percentile\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a330439ccacc4cf7d46357579ee274b6d8c99f0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:01:39.688240+00:00", + "ended_at": "2026-05-04T07:02:00.797116+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a1e8d246b481c07b", + "problem_id": "v2p_m6_6ed1d74b26d7248e", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=OperatingSystems, measure_col=SpecialDay, condition_col=VisitorType.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "SpecialDay", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a1e8d246b481c07b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1e8d246b481c07b", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 692, + "total_tokens": 23681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21035.46, + "sql_execution_elapsed_ms_total": 39.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1e8d246b481c07b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e4e74f1ab70d812bfc6954113a0c06a6ac44be9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:02:00.746747+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21035.46, "started_at": "2026-05-04T07:01:39.691602+00:00", "ended_at": "2026-05-04T07:02:00.723145+00:00", "prompt_metrics": {"chars": 10962, "bytes_utf8": 10962, "lines": 317, "estimated_tokens": 2898}, "response_metrics": {"chars": 1058, "bytes_utf8": 1058, "lines": 1, "estimated_tokens": 301}, "usage": {"input_tokens": 22989, "cached_input_tokens": 21888, "output_tokens": 692}, "stderr_preview": "2026-05-04T07:01:39.962728Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:01:42.329933Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END\\n)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported PERCENTILE_CONT with a SQLite-compatible nearest-rank 90th percentile per \\\"OperatingSystems\\\" after filtering to \\\"VisitorType\\\" = 'Returning_Visitor'"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..05e1fb3461fde60983f69d52960fbfd331ca49e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1e8d246b481c07b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1e8d246b481c07b", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 21888, + "output_tokens": 692, + "total_tokens": 23681, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 301, + "estimated_total_tokens": 3199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21035.46, + "sql_execution_elapsed_ms_total": 39.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1e8d246b481c07b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c08fd866a83d640113f47f0174a541462aea7066 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10698, "bytes_utf8": 10698, "lines": 316, "estimated_tokens": 2861}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34b078d9a0b0d347d698b5069b67ae6a240ff023 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1feb29c7a96883d", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15378.45, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1feb29c7a96883d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..dbb71c600316024b4a9dcc21f21502e6b5f2de28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:14:09.408227+00:00", + "ended_at": "2026-05-04T07:14:24.782504+00:00", + "elapsed_ms": 15378.45, + "prompt_metrics": { + "chars": 10698, + "bytes_utf8": 10698, + "lines": 316, + "estimated_tokens": 2861 + }, + "stdout_metrics": { + "chars": 846, + "bytes_utf8": 846, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13219 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 516, + "bytes_utf8": 516, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..69dd12c3fa276e6c89e0fcde6c4181322b5648b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=PageValues.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Informational", + "measure_col": "PageValues", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fccb0e9f8f20ed22fe9b8f7cff635dc5bca4c43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-5826-72f0-a70e-c9a25300415b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Informational\\\", measure_col=\\\"PageValues\\\", and predicate BounceRates >= 0.016813. CAST to REAL is used because the schema snapshot stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22950,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..150c8b8867da6a3e6e148432963c673e5f4f660e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the required Top-k Group Sum with Filter template using group_col=\"Informational\", measure_col=\"PageValues\", and predicate BounceRates >= 0.016813. CAST to REAL is used because the schema snapshot stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da44f98bcc9d5afad8a179498d730886b4f1fa8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:09.673098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:12.289634Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:14:23.426760Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0daf586a1afff102d9284fc4ed1c82ba21aa3e85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=PageValues. +Result preview: [{"Informational": "0", "total_measure": 3200.7820034}, {"Informational": "1", "total_measure": 589.188767554}, {"Informational": "2", "total_measure": 526.471951861}, {"Informational": "3", "total_measure": 238.100338572}, {"Informational": "4", "total_measure": 118.753351392}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb59982f729d981e5be74a758fd5cd7ef5d17ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a1feb29c7a96883d +-- problem_id: v2p_m6_0cb9efdc5f1ecbd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d18e8cac7ceac51cc21b63e807b41456563d59c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Informational\", SUM(CAST(\"PageValues\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Informational\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Informational\\\", SUM(CAST(\\\"PageValues\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"Informational\", \"total_measure\"], \"rows\": [{\"Informational\": \"0\", \"total_measure\": 3200.7820034}, {\"Informational\": \"1\", \"total_measure\": 589.188767554}, {\"Informational\": \"2\", \"total_measure\": 526.471951861}, {\"Informational\": \"3\", \"total_measure\": 238.100338572}, {\"Informational\": \"4\", \"total_measure\": 118.753351392}, {\"Informational\": \"6\", \"total_measure\": 52.908885787}, {\"Informational\": \"5\", \"total_measure\": 18.88758506}, {\"Informational\": \"7\", \"total_measure\": 3.431210317}, {\"Informational\": \"9\", \"total_measure\": 2.579064935}, {\"Informational\": \"8\", \"total_measure\": 0.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d1dc63bcaf3e1fc75d2815e919d2947820c6c22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:14:09.405240+00:00", + "ended_at": "2026-05-04T07:14:24.823650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a1feb29c7a96883d", + "problem_id": "v2p_m6_0cb9efdc5f1ecbd7", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Informational, measure_col=PageValues.", + "bindings": { + "group_col": "Informational", + "measure_col": "PageValues", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a1feb29c7a96883d.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1feb29c7a96883d", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15378.45, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1feb29c7a96883d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a13c747935cac4ae917eb2057459ffaf88b69a84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:14:24.804246+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15378.45, "started_at": "2026-05-04T07:14:09.408227+00:00", "ended_at": "2026-05-04T07:14:24.782504+00:00", "prompt_metrics": {"chars": 10698, "bytes_utf8": 10698, "lines": 316, "estimated_tokens": 2861}, "response_metrics": {"chars": 516, "bytes_utf8": 516, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22950, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:14:09.673098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:12.289634Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"Informational\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template using group_col=\\\"Informational\\\", measure_col=\\\"PageValues\\\", and predicate BounceRates >= 0.016813. CAST to REAL is used because the schema snapshot stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65213a7b51af41b7496ef8b96adf36cfc92f047b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a1feb29c7a96883d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a1feb29c7a96883d", + "api_calls": 0, + "input_tokens": 22950, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23122, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2861, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2989, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15378.45, + "sql_execution_elapsed_ms_total": 6.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a1feb29c7a96883d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd1c52f83e54e387a7df9de4cbf7dc38dba49f04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22948, "cached_input_tokens": 21888, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aa7277802677382e06d329124d1eeea1deb81fd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a2e26a3127122f89", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.28, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a2e26a3127122f89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..48e2a63a5278367dcc1914888283e07315658668 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:48.335244+00:00", + "ended_at": "2026-05-04T07:11:59.742659+00:00", + "elapsed_ms": 11407.28, + "prompt_metrics": { + "chars": 10692, + "bytes_utf8": 10692, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13225 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 21888, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a67ee2e9d368ea77bea48e55423066a8abc29904 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Informational.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Region", + "measure_col": "Informational", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3bb7828545464de33ed6bdb64a8ceebf7b3ec37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-3123-7790-9e55-0b2e589ecfc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"ProductRelated\\\", predicate_op=>=, predicate_value=38.0, top_k=17. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e21101d393cd4c917d65d9a9abc3e44e902f576c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template with fixed bindings: group_col=\"Region\", measure_col=\"Informational\", predicate_col=\"ProductRelated\", predicate_op=>=, predicate_value=38.0, top_k=17. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19b4714d05ad3f55ff2bfa94a9a8522e58e600cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:48.626492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:50.970391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:59.027933Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..178ad4961162b13ebb34ce6d47a03e998ce160bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Informational. +Result preview: [{"Region": "1", "total_measure": 1492.0}, {"Region": "3", "total_measure": 732.0}, {"Region": "4", "total_measure": 350.0}, {"Region": "2", "total_measure": 314.0}, {"Region": "6", "total_measure": 240.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..800d2b9d27dde776dd81bd5e5840869140c5077d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a2e26a3127122f89 +-- problem_id: v2p_m6_0540f56d2a09a3f0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a03823dc2a903b6a532370522c55e3aaac620f60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Region\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Region\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Region\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Region\", \"total_measure\"], \"rows\": [{\"Region\": \"1\", \"total_measure\": 1492.0}, {\"Region\": \"3\", \"total_measure\": 732.0}, {\"Region\": \"4\", \"total_measure\": 350.0}, {\"Region\": \"2\", \"total_measure\": 314.0}, {\"Region\": \"6\", \"total_measure\": 240.0}, {\"Region\": \"7\", \"total_measure\": 170.0}, {\"Region\": \"9\", \"total_measure\": 95.0}, {\"Region\": \"8\", \"total_measure\": 82.0}, {\"Region\": \"5\", \"total_measure\": 67.0}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..164f565501bb0d94b62a18866b764b4c5994a673 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:48.330032+00:00", + "ended_at": "2026-05-04T07:11:59.799629+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a2e26a3127122f89", + "problem_id": "v2p_m6_0540f56d2a09a3f0", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Region, measure_col=Informational.", + "bindings": { + "group_col": "Region", + "measure_col": "Informational", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a2e26a3127122f89.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a2e26a3127122f89", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.28, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a2e26a3127122f89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db7957fdaf72dbde0cf8ff3f81176d499434f7fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:59.763980+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11407.28, "started_at": "2026-05-04T07:11:48.335244+00:00", "ended_at": "2026-05-04T07:11:59.742659+00:00", "prompt_metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22948, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:11:48.626492Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:50.970391Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"Region\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"Region\\\", measure_col=\\\"Informational\\\", predicate_col=\\\"ProductRelated\\\", predicate_op=>=, predicate_value=38.0, top_k=17. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a30e559f0bf79298664083ac1d8f3a9ca9193ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a2e26a3127122f89/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a2e26a3127122f89", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2990, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11407.28, + "sql_execution_elapsed_ms_total": 5.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a2e26a3127122f89\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..486516c431e7376dc21d729e9d886d643c87fc0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2899}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1613, "bytes_utf8": 1613, "lines": 1, "estimated_tokens": 481}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 596}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24c99ce2784d553bf02caef359d39d6934a0b4f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a38d39cb5d265559", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 596, + "total_tokens": 23586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 481, + "estimated_total_tokens": 3380, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20209.19, + "sql_execution_elapsed_ms_total": 76.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a38d39cb5d265559\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8a92fdcbc8af9fa7b30783983750c7a16011e18e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:18:55.610022+00:00", + "ended_at": "2026-05-04T07:19:15.819371+00:00", + "elapsed_ms": 20209.19, + "prompt_metrics": { + "chars": 10798, + "bytes_utf8": 10798, + "lines": 314, + "estimated_tokens": 2899 + }, + "stdout_metrics": { + "chars": 2176, + "bytes_utf8": 2176, + "lines": 4, + "estimated_tokens": 738 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1613, + "bytes_utf8": 1613, + "lines": 1, + "estimated_tokens": 481 + }, + "usage": { + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 596 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..969214c7dc0d2b563bb1d2d55072132bc2dc022b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "Revenue", + "measure_col": "ProductRelated", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7db2b9e99107e1efe7065482e8cdd17e9bb33742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1da-b611-72a0-8d78-1648d9690914"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"Revenue\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_by_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n),\\n\\\"stddev_by_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Revenue\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_by_group\\\" AS m\\nJOIN \\\"stddev_by_group\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Revenue\\\" = s.\\\"Revenue\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Used the requested template bindings: group_col=Month, group_col_2=Revenue, measure_col=ProductRelated. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a median computed via window functions and a population standard deviation computed as SQRT(AVG(x*x) - AVG(x)^2).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":21888,"output_tokens":596}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebb8c2a7194958639089657578d24f0b74c1ea2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"Revenue\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_by_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Revenue\"\n),\n\"stddev_by_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\")) AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Month\", \"Revenue\"\n)\nSELECT\n m.\"Month\",\n m.\"Revenue\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_by_group\" AS m\nJOIN \"stddev_by_group\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Revenue\" = s.\"Revenue\"\nORDER BY m.\"median_measure\" DESC;","notes":"Used the requested template bindings: group_col=Month, group_col_2=Revenue, measure_col=ProductRelated. Replaced unsupported SQLite functions PERCENTILE_CONT and STDDEV with a median computed via window functions and a population standard deviation computed as SQRT(AVG(x*x) - AVG(x)^2)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aac011cd7a25c568e49724399bf7bf4cb6fb6f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:18:55.832788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:18:58.172623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:19:14.865310Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..07acb7178b7647c1f569b71ae0d8ffd9431c39b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated. +Result preview: [{"Month": "Nov", "Revenue": "TRUE", "median_measure": 45.5, "measure_stddev": 76.30224562213493}, {"Month": "Feb", "Revenue": "TRUE", "median_measure": 27.0, "measure_stddev": 6.944222218666558}, {"Month": "Mar", "Revenue": "TRUE", "median_measure": 27.0, "measure_stddev": 27.968049727422102}, {"Month": "May", "Revenue": "TRUE", "median_measure": 24.0, "measure_stddev": 28.056118065954106}, {"Month": "Jul", "Revenue": "TRUE", "median_measure": 23.5, "measure_stddev": 52.91613684904284}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6da1a94fab38aee10b91597dbc9608f8fdde1c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/generated_sql.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_a38d39cb5d265559 +-- problem_id: v2p_m6_24277c375f1b1557 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Month", + "Revenue", + CAST("ProductRelated" AS REAL) AS "measure" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "Revenue" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "Revenue", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Revenue" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Revenue" + ) AS "cnt" + FROM "base" +), +"median_by_group" AS ( + SELECT + "Month", + "Revenue", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Revenue" +), +"stddev_by_group" AS ( + SELECT + "Month", + "Revenue", + SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) AS "measure_stddev" + FROM "base" + GROUP BY "Month", "Revenue" +) +SELECT + m."Month", + m."Revenue", + m."median_measure", + s."measure_stddev" +FROM "median_by_group" AS m +JOIN "stddev_by_group" AS s + ON m."Month" = s."Month" + AND m."Revenue" = s."Revenue" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db358a2ac29bd87d937573df1f0dee83a3f5d3cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"Revenue\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"Revenue\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_by_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"Revenue\"\n),\n\"stddev_by_group\" AS (\n SELECT\n \"Month\",\n \"Revenue\",\n SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\")) AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Month\", \"Revenue\"\n)\nSELECT\n m.\"Month\",\n m.\"Revenue\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_by_group\" AS m\nJOIN \"stddev_by_group\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"Revenue\" = s.\"Revenue\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"Revenue\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"Revenue\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_by_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n),\\n\\\"stddev_by_group\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"Revenue\\\",\\n SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\")) AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Month\\\", \\\"Revenue\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"Revenue\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_by_group\\\" AS m\\nJOIN \\\"stddev_by_group\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"Revenue\\\" = s.\\\"Revenue\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"Revenue\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"Nov\", \"Revenue\": \"TRUE\", \"median_measure\": 45.5, \"measure_stddev\": 76.30224562213493}, {\"Month\": \"Feb\", \"Revenue\": \"TRUE\", \"median_measure\": 27.0, \"measure_stddev\": 6.944222218666558}, {\"Month\": \"Mar\", \"Revenue\": \"TRUE\", \"median_measure\": 27.0, \"measure_stddev\": 27.968049727422102}, {\"Month\": \"May\", \"Revenue\": \"TRUE\", \"median_measure\": 24.0, \"measure_stddev\": 28.056118065954106}, {\"Month\": \"Jul\", \"Revenue\": \"TRUE\", \"median_measure\": 23.5, \"measure_stddev\": 52.91613684904284}, {\"Month\": \"Aug\", \"Revenue\": \"FALSE\", \"median_measure\": 23.0, \"measure_stddev\": 53.860452978454354}, {\"Month\": \"Dec\", \"Revenue\": \"TRUE\", \"median_measure\": 22.0, \"measure_stddev\": 31.409840871397762}, {\"Month\": \"Aug\", \"Revenue\": \"TRUE\", \"median_measure\": 21.5, \"measure_stddev\": 50.20809018419839}, {\"Month\": \"Oct\", \"Revenue\": \"FALSE\", \"median_measure\": 21.0, \"measure_stddev\": 46.2801309679975}, {\"Month\": \"Sep\", \"Revenue\": \"FALSE\", \"median_measure\": 21.0, \"measure_stddev\": 51.602603974148366}, {\"Month\": \"Nov\", \"Revenue\": \"FALSE\", \"median_measure\": 20.0, \"measure_stddev\": 50.99333019190886}, {\"Month\": \"Jul\", \"Revenue\": \"FALSE\", \"median_measure\": 19.0, \"measure_stddev\": 53.77420657788741}, {\"Month\": \"Oct\", \"Revenue\": \"TRUE\", \"median_measure\": 18.0, \"measure_stddev\": 42.57367327298211}, {\"Month\": \"June\", \"Revenue\": \"FALSE\", \"median_measure\": 17.0, \"measure_stddev\": 52.02168939890745}, {\"Month\": \"June\", \"Revenue\": \"TRUE\", \"median_measure\": 17.0, \"measure_stddev\": 45.2037006682225}, {\"Month\": \"Sep\", \"Revenue\": \"TRUE\", \"median_measure\": 17.0, \"measure_stddev\": 24.27304344705875}, {\"Month\": \"May\", \"Revenue\": \"FALSE\", \"median_measure\": 16.0, \"measure_stddev\": 33.72425575034164}, {\"Month\": \"Dec\", \"Revenue\": \"FALSE\", \"median_measure\": 15.0, \"measure_stddev\": 36.02823471745722}, {\"Month\": \"Mar\", \"Revenue\": \"FALSE\", \"median_measure\": 12.0, \"measure_stddev\": 22.271727978475134}, {\"Month\": \"Feb\", \"Revenue\": \"FALSE\", \"median_measure\": 6.0, \"measure_stddev\": 14.798416539541499}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 76.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6beb3bec08c025132477c0910fc653a41246fd15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:18:55.605755+00:00", + "ended_at": "2026-05-04T07:19:15.927765+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a38d39cb5d265559", + "problem_id": "v2p_m6_24277c375f1b1557", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Month", + "group_col_2": "Revenue", + "measure_col": "ProductRelated", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a38d39cb5d265559.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a38d39cb5d265559", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 21888, + "output_tokens": 596, + "total_tokens": 23586, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 481, + "estimated_total_tokens": 3380, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20209.19, + "sql_execution_elapsed_ms_total": 76.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a38d39cb5d265559\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b7ab5cb13e453aefd1855442494057815ad98ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a38d39cb5d265559/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:19:15.837922+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20209.19, "started_at": "2026-05-04T07:18:55.610022+00:00", "ended_at": "2026-05-04T07:19:15.819371+00:00", "prompt_metrics": {"chars": 10798, "bytes_utf8": 10798, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 1613, "bytes_utf8": 1613, "lines": 1, "estimated_tokens": 481}, "usage": {"input_tokens": 22990, "cached_input_tokens": 21888, "output_tokens": 596}, "stderr_preview": "2026-05-04T07:18:55.832788Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:18:58.172623Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Revenue", + "measure_col": "SpecialDay", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..358c3d18647e897ff6b9aa11991a82ac192f7fb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d2-9af3-72b2-a7bc-7d6bf8bbd20f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Revenue\\\" and measure_col=\\\"SpecialDay\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":22400,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..325001a8257f2163dc8fa35d22322a5d794e2974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"SpecialDay\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Revenue\" and measure_col=\"SpecialDay\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6776d4781084090c54511f79d02fe37654e8a53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:04.618038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:06.986706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:10:14.258187Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9e05938b0b30a792f512cef2bb42db94728d6eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay. +Result preview: [{"Revenue": "FALSE", "avg_measure": 0.06843216273268087}, {"Revenue": "TRUE", "avg_measure": 0.023165618448637317}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c43f1e06df6d25af817b05882d13783809f80140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_a4fee98c0dc6ab00 +-- problem_id: v2p_m6_284fc02d21b20ffb +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("SpecialDay" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..17103d05b052b023913cf9fd025ec2ea3ac8dbff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Revenue\", AVG(CAST(\"SpecialDay\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Revenue\\\", AVG(CAST(\\\"SpecialDay\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Revenue\", \"avg_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"avg_measure\": 0.06843216273268087}, {\"Revenue\": \"TRUE\", \"avg_measure\": 0.023165618448637317}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ad15d33f4a27caed49807738aadf18fcaef3cea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:10:04.330819+00:00", + "ended_at": "2026-05-04T07:10:15.061978+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a4fee98c0dc6ab00", + "problem_id": "v2p_m6_284fc02d21b20ffb", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Revenue, measure_col=SpecialDay.", + "bindings": { + "group_col": "Revenue", + "measure_col": "SpecialDay", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a4fee98c0dc6ab00.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a4fee98c0dc6ab00", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 22400, + "output_tokens": 109, + "total_tokens": 22977, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10692.45, + "sql_execution_elapsed_ms_total": 8.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a4fee98c0dc6ab00\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c7ab9c09f2a5413f6e66a3d119e76984789c577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a4fee98c0dc6ab00/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:10:15.044016+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10692.45, "started_at": "2026-05-04T07:10:04.334706+00:00", "ended_at": "2026-05-04T07:10:15.026921+00:00", "prompt_metrics": {"chars": 10406, "bytes_utf8": 10406, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 390, "bytes_utf8": 390, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 22400, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:10:04.618038Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:06.986706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "TrafficType", + "measure_col": "BounceRates", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee19b33b5ccc59df5424d62cd858b09a6eac9137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-aec1-7920-9a4d-5a6af9c41736"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"BounceRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col bound to \\\"TrafficType\\\" and measure_col bound to \\\"BounceRates\\\". Cast \\\"BounceRates\\\" from TEXT to REAL for a correct SQLite numeric average.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22871,"cached_input_tokens":21888,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa99537d97e71409f4fde2865bf6fa678155c444 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"BounceRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col bound to \"TrafficType\" and measure_col bound to \"BounceRates\". Cast \"BounceRates\" from TEXT to REAL for a correct SQLite numeric average."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..142e880c851e6e7dd4d0c61e3b204afd75011517 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:09:04.150641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:09:06.625217Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:09:17.241563Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9e986433d8f1e77b6f840ee8cd22cca58a60ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates. +Result preview: [{"TrafficType": "15", "avg_measure": 0.06992155889473685}, {"TrafficType": "17", "avg_measure": 0.05}, {"TrafficType": "13", "avg_measure": 0.048708069957994586}, {"TrafficType": "3", "avg_measure": 0.03331397882992203}, {"TrafficType": "18", "avg_measure": 0.0331283423}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..88327713e1c099cda22433212698dee3987693c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_a548c6409534cdc2 +-- problem_id: v2p_m6_0fb63fdefca56fef +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("BounceRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..04762a4a5b9cb2961aac5b8bc499c8d5688dd6e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"TrafficType\", AVG(CAST(\"BounceRates\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"TrafficType\\\", AVG(CAST(\\\"BounceRates\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"TrafficType\", \"avg_measure\"], \"rows\": [{\"TrafficType\": \"15\", \"avg_measure\": 0.06992155889473685}, {\"TrafficType\": \"17\", \"avg_measure\": 0.05}, {\"TrafficType\": \"13\", \"avg_measure\": 0.048708069957994586}, {\"TrafficType\": \"3\", \"avg_measure\": 0.03331397882992203}, {\"TrafficType\": \"18\", \"avg_measure\": 0.0331283423}, {\"TrafficType\": \"1\", \"avg_measure\": 0.03234639681844145}, {\"TrafficType\": \"20\", \"avg_measure\": 0.027533968171717174}, {\"TrafficType\": \"9\", \"avg_measure\": 0.026341180928571434}, {\"TrafficType\": \"19\", \"avg_measure\": 0.025750814352941177}, {\"TrafficType\": \"11\", \"avg_measure\": 0.02221049375303644}, {\"TrafficType\": \"6\", \"avg_measure\": 0.022103455583333334}, {\"TrafficType\": \"10\", \"avg_measure\": 0.016633320835555555}, {\"TrafficType\": \"4\", \"avg_measure\": 0.016261300659494854}, {\"TrafficType\": \"8\", \"avg_measure\": 0.011499247069970846}, {\"TrafficType\": \"5\", \"avg_measure\": 0.009450601403846154}, {\"TrafficType\": \"2\", \"avg_measure\": 0.008454780435982624}, {\"TrafficType\": \"7\", \"avg_measure\": 0.00782240575}, {\"TrafficType\": \"14\", \"avg_measure\": 0.0024338006923076924}, {\"TrafficType\": \"16\", \"avg_measure\": 0.0}, {\"TrafficType\": \"12\", \"avg_measure\": 0.0}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82ea60ec64da94ac6f7a2bd6c1a82663eb39a555 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:09:03.905184+00:00", + "ended_at": "2026-05-04T07:09:17.928518+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a548c6409534cdc2", + "problem_id": "v2p_m6_0fb63fdefca56fef", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=TrafficType, measure_col=BounceRates.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "BounceRates", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a548c6409534cdc2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a548c6409534cdc2", + "api_calls": 0, + "input_tokens": 22871, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2780, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13978.75, + "sql_execution_elapsed_ms_total": 10.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a548c6409534cdc2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdc66c2aada14d1cc329b02efc257c46030c8653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a548c6409534cdc2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:09:17.899566+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13978.75, "started_at": "2026-05-04T07:09:03.909434+00:00", "ended_at": "2026-05-04T07:09:17.885647+00:00", "prompt_metrics": {"chars": 10423, "bytes_utf8": 10423, "lines": 312, "estimated_tokens": 2780}, "response_metrics": {"chars": 387, "bytes_utf8": 387, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22871, "cached_input_tokens": 21888, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:09:04.150641Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:09:06.625217Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..aba8967682a0453e81d16aa66f0b5a3af59b3734 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ba4e76aee4c99c6c98517204554b973d6e8142 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-4731-72f0-87a2-30b94b818990"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile within each Month group, casting \\\"ProductRelated\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22906,"cached_input_tokens":21888,"output_tokens":349}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b3aa79f8a6abc3a04329dbe34c6283cca31003f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function nearest-rank approximation for the 95th percentile within each Month group, casting \"ProductRelated\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..052bc916e2b44fcb9a689c4286fea6b90c7441e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e2-838e-7eb3-a103-f98f3904b9a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling emulation using CAST(...) plus CASE, while preserving the planned grouped 95th-percentile-point logic for \\\"Month\\\" over \\\"ProductRelated\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23177,"cached_input_tokens":21888,"output_tokens":695}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad39a8e9fd7fc4b8c1232dcc408998fea6a1e67b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling emulation using CAST(...) plus CASE, while preserving the planned grouped 95th-percentile-point logic for \"Month\" over \"ProductRelated\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..156afe741b74deeadce4d98a50f8ca5cc3f5d44a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:11.743556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:14.199405Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:25.919560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82e9db689a80db0bf26c722131b1b5df75f7a7da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:27:27.199388Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:27:29.469459Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:27:46.960885Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a2bfb504c9e37b72b907d29216dc7460d478273 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated. +Result preview: [{"Month": "Nov", "percentile_measure": 157.0}, {"Month": "June", "percentile_measure": 138.0}, {"Month": "Aug", "percentile_measure": 125.0}, {"Month": "Jul", "percentile_measure": 121.0}, {"Month": "Oct", "percentile_measure": 107.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e4e9786dd3e3a019c8cfec80794591dd44be270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_a996b5efb1ab2a27 +-- problem_id: v2p_m6_e3ed0cbcfc33d5cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Month", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Month", + "measure_value" AS "percentile_measure" +FROM "percentile_points" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..453460ab3e419f69dcdbc1bca1b699b0e2332218 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Month\",\n CAST(\"ProductRelated\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\"\n ORDER BY CAST(\"ProductRelated\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Month\" IS NOT NULL\n AND \"ProductRelated\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"Month\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"Month\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n CAST(\\\"ProductRelated\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\"\\n ORDER BY CAST(\\\"ProductRelated\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Month\\\" IS NOT NULL\\n AND \\\"ProductRelated\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Month\", \"percentile_measure\"], \"rows\": [{\"Month\": \"Nov\", \"percentile_measure\": 157.0}, {\"Month\": \"June\", \"percentile_measure\": 138.0}, {\"Month\": \"Aug\", \"percentile_measure\": 125.0}, {\"Month\": \"Jul\", \"percentile_measure\": 121.0}, {\"Month\": \"Oct\", \"percentile_measure\": 107.0}, {\"Month\": \"Dec\", \"percentile_measure\": 95.0}, {\"Month\": \"Sep\", \"percentile_measure\": 93.0}, {\"Month\": \"May\", \"percentile_measure\": 84.0}, {\"Month\": \"Mar\", \"percentile_measure\": 60.0}, {\"Month\": \"Feb\", \"percentile_measure\": 36.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 46.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..58c85e29c3be9917ce003e0d51a17a1ef424c694 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:27:11.520160+00:00", + "ended_at": "2026-05-04T07:27:48.058496+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_a996b5efb1ab2a27", + "problem_id": "v2p_m6_e3ed0cbcfc33d5cd", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=Month, measure_col=ProductRelated.", + "bindings": { + "group_col": "Month", + "measure_col": "ProductRelated", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_a996b5efb1ab2a27.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a996b5efb1ab2a27", + "api_calls": 0, + "input_tokens": 46083, + "cached_input_tokens": 43776, + "output_tokens": 1044, + "total_tokens": 47127, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5901, + "estimated_output_tokens": 601, + "estimated_total_tokens": 6502, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36439.88, + "sql_execution_elapsed_ms_total": 46.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a996b5efb1ab2a27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..373bed8677941d3c35112d99965689d8cc67ec0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:27:26.949710+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15408.26, "started_at": "2026-05-04T07:27:11.523641+00:00", "ended_at": "2026-05-04T07:27:26.924985+00:00", "prompt_metrics": {"chars": 10583, "bytes_utf8": 10583, "lines": 312, "estimated_tokens": 2815}, "response_metrics": {"chars": 1000, "bytes_utf8": 1000, "lines": 1, "estimated_tokens": 283}, "usage": {"input_tokens": 22906, "cached_input_tokens": 21888, "output_tokens": 349}, "stderr_preview": "2026-05-04T07:27:11.743556Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:27:14.199405Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Month\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling emulation using CAST(...) plus CASE, while"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a3b0f9d8d7c038750fd1d09d7b7e5a0e1dbd1ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_a996b5efb1ab2a27/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_a996b5efb1ab2a27", + "api_calls": 0, + "input_tokens": 46083, + "cached_input_tokens": 43776, + "output_tokens": 1044, + "total_tokens": 47127, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5901, + "estimated_output_tokens": 601, + "estimated_total_tokens": 6502, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 36439.88, + "sql_execution_elapsed_ms_total": 46.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_a996b5efb1ab2a27\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50ddddcdb09b522441d7de3c0e009d63d0f237e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PageValues": "0", "support": 9600, "avg_response": 22.070998193117813}, {"PageValues": "53.988", "support": 6, "avg_response": 0.0}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee47c8fc0b241a3c69ea25e577a16daf3c944c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_aa807bceb3c0ee72 +-- problem_id: v2p_m6_44873be78986b5d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..12e79ccded0db03f50325f427c8a36846cfe264c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_aa807bceb3c0ee72\n-- problem_id: v2p_m6_44873be78986b5d3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_aa807bceb3c0ee72\\n-- problem_id: v2p_m6_44873be78986b5d3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 22.070998193117813}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 0.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.81}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8312ef55c2d4e0686c8f63c1dba14286f761918c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.051197+00:00", + "ended_at": "2026-05-04T07:38:30.063572+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_aa807bceb3c0ee72", + "problem_id": "v2p_m6_44873be78986b5d3", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_aa807bceb3c0ee72.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aa807bceb3c0ee72/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..887274f682d5427281505eae9fc341a0f1d06d72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10804, "bytes_utf8": 10804, "lines": 314, "estimated_tokens": 2894}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22985, "cached_input_tokens": 2432, "output_tokens": 210}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8e6c3ea0726b0b28b70e35cbef3858b04fcfdd1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_aad27eb76980cc37", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 2432, + "output_tokens": 210, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12827.61, + "sql_execution_elapsed_ms_total": 15.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_aad27eb76980cc37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..52265266c60de54c30a4a85b2c759a1b70b99ae1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:56:29.827720+00:00", + "ended_at": "2026-05-04T06:56:42.653217+00:00", + "elapsed_ms": 12827.61, + "prompt_metrics": { + "chars": 10804, + "bytes_utf8": 10804, + "lines": 314, + "estimated_tokens": 2894 + }, + "stdout_metrics": { + "chars": 906, + "bytes_utf8": 906, + "lines": 4, + "estimated_tokens": 270 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 557, + "bytes_utf8": 557, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 22985, + "cached_input_tokens": 2432, + "output_tokens": 210 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20d619313d0e79ac9dcab56a8347ebc6a7f94f5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "item_col": "TrafficType", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1238d5b14120c17727e646dd17c966a34388205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-2d0d-7612-b412-8935d9b2920a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Browser\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Browser\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Month\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"Browser\\\". CAST to REAL because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":2432,"output_tokens":210}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f44f2b9c8c8f5918ec0ea7eb0805c1510520be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"TrafficType\",\n SUM(CAST(\"Browser\" AS REAL)) AS total_measure,\n SUM(CAST(\"Browser\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Browser\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"TrafficType\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Month\", item_col=\"TrafficType\", and measure_col=\"Browser\". CAST to REAL because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4eca5749a9f8691d35c595ab434bfabd4111f8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:30.023833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:32.921753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:41.931729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ffcd32bdb49601fbb26d1d9cd1c06fec0054158 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=Browser. +Result preview: [{"Month": "Feb", "TrafficType": "3", "total_measure": 174.0, "share_within_group": 43.39152119700748}, {"Month": "Nov", "TrafficType": "2", "total_measure": 2641.0, "share_within_group": 39.137522228808535}, {"Month": "Dec", "TrafficType": "2", "total_measure": 1680.0, "share_within_group": 37.225792155993794}, {"Month": "Mar", "TrafficType": "1", "total_measure": 1578.0, "share_within_group": 36.109839816933636}, {"Month": "Oct", "TrafficType": "2", "total_measure": 437.0, "share_within_group": 35.7318070318888}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfed55abcb5466bd767ab1615106216ed7338835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_aad27eb76980cc37 +-- problem_id: v2p_m6_cbdcc9ba50ff5722 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "TrafficType", + SUM(CAST("Browser" AS REAL)) AS total_measure, + SUM(CAST("Browser" AS REAL)) * 100.0 / SUM(SUM(CAST("Browser" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac8fd06e6fb56e21496debf2ac6ae29926df1e52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"TrafficType\",\n SUM(CAST(\"Browser\" AS REAL)) AS total_measure,\n SUM(CAST(\"Browser\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Browser\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"TrafficType\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Browser\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Browser\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Month\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Month\": \"Feb\", \"TrafficType\": \"3\", \"total_measure\": 174.0, \"share_within_group\": 43.39152119700748}, {\"Month\": \"Nov\", \"TrafficType\": \"2\", \"total_measure\": 2641.0, \"share_within_group\": 39.137522228808535}, {\"Month\": \"Dec\", \"TrafficType\": \"2\", \"total_measure\": 1680.0, \"share_within_group\": 37.225792155993794}, {\"Month\": \"Mar\", \"TrafficType\": \"1\", \"total_measure\": 1578.0, \"share_within_group\": 36.109839816933636}, {\"Month\": \"Oct\", \"TrafficType\": \"2\", \"total_measure\": 437.0, \"share_within_group\": 35.7318070318888}, {\"Month\": \"Jul\", \"TrafficType\": \"1\", \"total_measure\": 316.0, \"share_within_group\": 30.739299610894943}, {\"Month\": \"Sep\", \"TrafficType\": \"2\", \"total_measure\": 339.0, \"share_within_group\": 30.430879712746858}, {\"Month\": \"Sep\", \"TrafficType\": \"1\", \"total_measure\": 317.0, \"share_within_group\": 28.45601436265709}, {\"Month\": \"Mar\", \"TrafficType\": \"2\", \"total_measure\": 1222.0, \"share_within_group\": 27.963386727688786}, {\"Month\": \"Aug\", \"TrafficType\": \"1\", \"total_measure\": 287.0, \"share_within_group\": 27.864077669902912}, {\"Month\": \"June\", \"TrafficType\": \"1\", \"total_measure\": 160.0, \"share_within_group\": 23.988005997001498}, {\"Month\": \"Dec\", \"TrafficType\": \"1\", \"total_measure\": 993.0, \"share_within_group\": 22.003102149346333}, {\"Month\": \"Feb\", \"TrafficType\": \"1\", \"total_measure\": 88.0, \"share_within_group\": 21.945137157107233}, {\"Month\": \"May\", \"TrafficType\": \"3\", \"total_measure\": 1734.0, \"share_within_group\": 21.759317354749655}, {\"Month\": \"Aug\", \"TrafficType\": \"2\", \"total_measure\": 222.0, \"share_within_group\": 21.553398058252426}, {\"Month\": \"May\", \"TrafficType\": \"4\", \"total_measure\": 1663.0, \"share_within_group\": 20.868364914041912}, {\"Month\": \"June\", \"TrafficType\": \"2\", \"total_measure\": 138.0, \"share_within_group\": 20.689655172413794}, {\"Month\": \"May\", \"TrafficType\": \"2\", \"total_measure\": 1648.0, \"share_within_group\": 20.680135525159994}, {\"Month\": \"Oct\", \"TrafficType\": \"1\", \"total_measure\": 250.0, \"share_within_group\": 20.44153720359771}, {\"Month\": \"June\", \"TrafficType\": \"3\", \"total_measure\": 133.0, \"share_within_group\": 19.940029985007495}, {\"Month\": \"Jul\", \"TrafficType\": \"2\", \"total_measure\": 192.0, \"share_within_group\": 18.67704280155642}, {\"Month\": \"Mar\", \"TrafficType\": \"3\", \"total_measure\": 778.0, \"share_within_group\": 17.80320366132723}, {\"Month\": \"Dec\", \"TrafficType\": \"20\", \"total_measure\": 799.0, \"share_within_group\": 17.704409483713714}, {\"Month\": \"Jul\", \"TrafficType\": \"4\", \"total_measure\": 179.0, \"share_within_group\": 17.412451361867703}, {\"Month\": \"Nov\", \"TrafficType\": \"1\", \"total_measure\": 1162.0, \"share_within_group\": 17.219917012448132}, {\"Month\": \"Aug\", \"TrafficType\": \"3\", \"total_measure\": 166.0, \"share_within_group\": 16.116504854368934}, {\"Month\": \"Feb\", \"TrafficType\": \"2\", \"total_measure\": 64.0, \"share_within_group\": 15.960099750623442}, {\"Month\": \"Jul\", \"TrafficType\": \"3\", \"total_measure\": 162.0, \"share_within_group\": 15.75875486381323}, {\"Month\": \"Aug\", \"TrafficType\": \"4\", \"total_measure\": 161.0, \"share_within_group\": 15.631067961165048}, {\"Month\": \"June\", \"TrafficType\": \"4\", \"total_measure\": 88.0, \"share_within_group\": 13.193403298350825}, {\"Month\": \"Nov\", \"TrafficType\": \"3\", \"total_measure\": 887.0, \"share_within_group\": 13.144635447540011}, {\"Month\": \"May\", \"TrafficType\": \"1\", \"total_measure\": 1000.0, \"share_within_group\": 12.548625925461161}, {\"Month\": \"Feb\", \"TrafficType\": \"4\", \"total_measure\": 49.0, \"share_within_group\": 12.219451371571072}, {\"Month\": \"Sep\", \"TrafficType\": \"4\", \"total_measure\": 128.0, \"share_within_group\": 11.490125673249551}, {\"Month\": \"Oct\", \"TrafficType\": \"3\", \"total_measure\": 131.0, \"share_within_group\": 10.7113654946852}, {\"Month\": \"Sep\", \"TrafficType\": \"3\", \"total_measure\": 115.0, \"share_within_group\": 10.323159784560143}, {\"Month\": \"Sep\", \"TrafficType\": \"5\", \"total_measure\": 114.0, \"share_within_group\": 10.23339317773788}, {\"Month\": \"June\", \"TrafficType\": \"13\", \"total_measure\": 68.0, \"share_within_group\": 10.194902548725636}, {\"Month\": \"Oct\", \"TrafficType\": \"20\", \"total_measure\": 110.0, \"share_within_group\": 8.994276369582993}, {\"Month\": \"Oct\", \"TrafficType\": \"4\", \"total_measure\": 109.0, \"share_within_group\": 8.912510220768603}, {\"Month\": \"Aug\", \"TrafficType\": \"5\", \"total_measure\": 85.0, \"share_within_group\": 8.25242718446602}, {\"Month\": \"Jul\", \"TrafficType\": \"13\", \"total_measure\": 84.0, \"share_within_group\": 8.171206225680933}, {\"Month\": \"May\", \"TrafficType\": \"13\", \"total_measure\": 639.0, \"share_within_group\": 8.018571966369683}, {\"Month\": \"May\", \"TrafficType\": \"6\", \"total_measure\": 636.0, \"share_within_group\": 7.980926088593299}, {\"Month\": \"Dec\", \"TrafficType\": \"3\", \"total_measure\": 328.0, \"share_within_group\": 7.267892754265455}, {\"Month\": \"June\", \"TrafficType\": \"5\", \"total_measure\": 45.0, \"share_within_group\": 6.746626686656672}, {\"Month\": \"Oct\", \"TrafficType\": \"5\", \"total_measure\": 81.0, \"share_within_group\": 6.623058053965658}, {\"Month\": \"Mar\", \"TrafficType\": \"10\", \"total_measure\": 288.0, \"share_within_group\": 6.590389016018307}, {\"Month\": \"Nov\", \"TrafficType\": \"10\", \"total_measure\": 420.0, \"share_within_group\": 6.224066390041494}, {\"Month\": \"Nov\", \"TrafficType\": \"11\", \"total_measure\": 410.0, \"share_within_group\": 6.075874333135744}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 15.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..534d7afbd05a13d6192606fdd845f1a53e763746 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:56:29.824348+00:00", + "ended_at": "2026-05-04T06:56:42.680898+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_aad27eb76980cc37", + "problem_id": "v2p_m6_cbdcc9ba50ff5722", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Month, measure_col=Browser.", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "item_col": "TrafficType", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_aad27eb76980cc37.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_aad27eb76980cc37", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 2432, + "output_tokens": 210, + "total_tokens": 23195, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 145, + "estimated_total_tokens": 3039, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12827.61, + "sql_execution_elapsed_ms_total": 15.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_aad27eb76980cc37\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d107de37d51fc164ff984798ab451e25044f1f90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_aad27eb76980cc37/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:42.666100+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12827.61, "started_at": "2026-05-04T06:56:29.827720+00:00", "ended_at": "2026-05-04T06:56:42.653217+00:00", "prompt_metrics": {"chars": 10804, "bytes_utf8": 10804, "lines": 314, "estimated_tokens": 2894}, "response_metrics": {"chars": 557, "bytes_utf8": 557, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22985, "cached_input_tokens": 2432, "output_tokens": 210}, "stderr_preview": "2026-05-04T06:56:30.023833Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:32.921753Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Region.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Browser", + "measure_col": "Region", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Mar", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c58f8edcf5b1bef67755a8a7c614e28f1b385874 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-e8eb-70c0-8e84-855d5df7573b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Region\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Mar'\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template and bindings exactly with group_col=\\\"Browser\\\", measure_col=\\\"Region\\\", predicate_col=\\\"Month\\\", predicate_value='Mar', and top_k=12. CAST was added because the schema stores \\\"Region\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22941,"cached_input_tokens":22400,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b661587fbc7493e30686099bd181530729ec296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"Region\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Mar'\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the provided template and bindings exactly with group_col=\"Browser\", measure_col=\"Region\", predicate_col=\"Month\", predicate_value='Mar', and top_k=12. CAST was added because the schema stores \"Region\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5620a651642335d1c438df245bc419c0045c13d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:52.277866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:54.813282Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:02.520989Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa8a9ced930e2a488098dbcf7a7b9ae252f1e8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Region. +Result preview: [{"Browser": "2", "total_measure": 3848}, {"Browser": "1", "total_measure": 1009}, {"Browser": "4", "total_measure": 410}, {"Browser": "5", "total_measure": 240}, {"Browser": "6", "total_measure": 107}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb6e8de6d908c67f5516f9aa33bf6e3dd7fd058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_ab644aed8f890ebe +-- problem_id: v2p_m6_7250124dfcb73d04 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Region" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE "Month" = 'Mar' +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d70b20cf1e883affa4ae2bc21e13e8eecfe4ed91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"Region\" AS NUMERIC)) AS total_measure\nFROM \"m6\"\nWHERE \"Month\" = 'Mar'\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Region\\\" AS NUMERIC)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE \\\"Month\\\" = 'Mar'\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 3848}, {\"Browser\": \"1\", \"total_measure\": 1009}, {\"Browser\": \"4\", \"total_measure\": 410}, {\"Browser\": \"5\", \"total_measure\": 240}, {\"Browser\": \"6\", \"total_measure\": 107}, {\"Browser\": \"3\", \"total_measure\": 52}, {\"Browser\": \"10\", \"total_measure\": 51}, {\"Browser\": \"7\", \"total_measure\": 30}, {\"Browser\": \"8\", \"total_measure\": 29}, {\"Browser\": \"9\", \"total_measure\": 9}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb2bddd3186338a9fa7e7687a012734bd34df517 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:15:52.032044+00:00", + "ended_at": "2026-05-04T07:16:03.230562+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ab644aed8f890ebe", + "problem_id": "v2p_m6_7250124dfcb73d04", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Browser, measure_col=Region.", + "bindings": { + "group_col": "Browser", + "measure_col": "Region", + "predicate_col": "Month", + "predicate_op": "=", + "predicate_value": "Mar", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ab644aed8f890ebe.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ab644aed8f890ebe", + "api_calls": 0, + "input_tokens": 22941, + "cached_input_tokens": 22400, + "output_tokens": 132, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2852, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11145.56, + "sql_execution_elapsed_ms_total": 4.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ab644aed8f890ebe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53a382063390a3fe7cd6f714ab9dab844f7676b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ab644aed8f890ebe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:03.199006+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11145.56, "started_at": "2026-05-04T07:15:52.035253+00:00", "ended_at": "2026-05-04T07:16:03.180160+00:00", "prompt_metrics": {"chars": 10668, "bytes_utf8": 10668, "lines": 316, "estimated_tokens": 2852}, "response_metrics": {"chars": 454, "bytes_utf8": 454, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22941, "cached_input_tokens": 22400, "output_tokens": 132}, "stderr_preview": "2026-05-04T07:15:52.277866Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:54.813282Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30a86db0d3454439e6fc17e52e1c3047048f6c9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ea-6aed-75a3-935d-8ee8e20fbe91"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING SUM(CAST(\\\"Informational\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"TrafficType\\\" and measure_col=\\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22913,"cached_input_tokens":21888,"output_tokens":214}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..466145249c17972bcb3595e877503499f6beec81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"TrafficType\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING SUM(CAST(\"Informational\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"TrafficType\" and measure_col=\"Informational\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..460164d0168dd40fea4f1600b342e81629c48ae9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:05.158269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:07.464001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:36:17.064811Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1579f80929592374f82c1dc51813fa9fdae40093 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational. +Result preview: [{"TrafficType": "2", "total_measure": 2893.0}, {"TrafficType": "1", "total_measure": 921.0}, {"TrafficType": "3", "total_measure": 616.0}, {"TrafficType": "4", "total_measure": 533.0}, {"TrafficType": "13", "total_measure": 274.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7567831d666fb9c843e6d612c48bb9178532dc32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_acd5b0613c38f498 +-- problem_id: v2p_m6_dc4df95223a7d4ff +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "TrafficType" +HAVING SUM(CAST("Informational" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b6b414c3d84079d0d64152f533b08b5827f7478 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"TrafficType\", SUM(CAST(\"Informational\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING SUM(CAST(\"Informational\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING SUM(CAST(\\\"Informational\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 2893.0}, {\"TrafficType\": \"1\", \"total_measure\": 921.0}, {\"TrafficType\": \"3\", \"total_measure\": 616.0}, {\"TrafficType\": \"4\", \"total_measure\": 533.0}, {\"TrafficType\": \"13\", \"total_measure\": 274.0}, {\"TrafficType\": \"10\", \"total_measure\": 237.0}, {\"TrafficType\": \"6\", \"total_measure\": 201.0}, {\"TrafficType\": \"8\", \"total_measure\": 171.0}, {\"TrafficType\": \"5\", \"total_measure\": 123.0}, {\"TrafficType\": \"11\", \"total_measure\": 92.0}, {\"TrafficType\": \"20\", \"total_measure\": 61.0}, {\"TrafficType\": \"14\", \"total_measure\": 28.0}, {\"TrafficType\": \"7\", \"total_measure\": 21.0}, {\"TrafficType\": \"15\", \"total_measure\": 16.0}, {\"TrafficType\": \"9\", \"total_measure\": 14.0}, {\"TrafficType\": \"19\", \"total_measure\": 5.0}, {\"TrafficType\": \"18\", \"total_measure\": 3.0}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a633e5f926fed55215bfbd0cae99f27678639bea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:36:04.927101+00:00", + "ended_at": "2026-05-04T07:36:18.202952+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_acd5b0613c38f498", + "problem_id": "v2p_m6_dc4df95223a7d4ff", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=128" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_acd5b0613c38f498.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_acd5b0613c38f498", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 214, + "total_tokens": 23127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13179.59, + "sql_execution_elapsed_ms_total": 11.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_acd5b0613c38f498\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ed9a766e7e9e58d7a450de62424f49510866f5f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:36:18.180022+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13179.59, "started_at": "2026-05-04T07:36:04.973504+00:00", "ended_at": "2026-05-04T07:36:18.157372+00:00", "prompt_metrics": {"chars": 10584, "bytes_utf8": 10584, "lines": 312, "estimated_tokens": 2824}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22913, "cached_input_tokens": 21888, "output_tokens": 214}, "stderr_preview": "2026-05-04T07:36:05.158269Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:07.464001Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"TrafficType\\\" and measure_col=\\\"Informational\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..87b7bc855d3911398dfaa5c3d986be5cafa6c9fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_acd5b0613c38f498/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_acd5b0613c38f498", + "api_calls": 0, + "input_tokens": 22913, + "cached_input_tokens": 21888, + "output_tokens": 214, + "total_tokens": 23127, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2824, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13179.59, + "sql_execution_elapsed_ms_total": 11.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_acd5b0613c38f498\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e2233c603975d8d85127aeded3fdbd66973482f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10602, "bytes_utf8": 10602, "lines": 310, "estimated_tokens": 2835}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22926, "cached_input_tokens": 21888, "output_tokens": 182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..96f22b2fa881e1e67ea8ff8080d965f061941061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ae9551fe0d2b7a2f", + "api_calls": 0, + "input_tokens": 22926, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2835, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14839.57, + "sql_execution_elapsed_ms_total": 30.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ae9551fe0d2b7a2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..0fce73a865a0181c467e5fb31752cbc31f4bf3c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:31:29.096245+00:00", + "ended_at": "2026-05-04T07:31:43.936222+00:00", + "elapsed_ms": 14839.57, + "prompt_metrics": { + "chars": 10602, + "bytes_utf8": 10602, + "lines": 310, + "estimated_tokens": 2835 + }, + "stdout_metrics": { + "chars": 916, + "bytes_utf8": 916, + "lines": 4, + "estimated_tokens": 248 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 583, + "bytes_utf8": 583, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22926, + "cached_input_tokens": 21888, + "output_tokens": 182 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3ebeb7468f1ee7ef2c77290cda4c0ceee1f0a40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative_Duration.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Administrative_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b2484daf03815590fdecdbf747e1932f6a7efc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-353e-70f1-bb6b-ed50a7c403fb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"Administrative_Duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Administrative_Duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Administrative_Duration\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"Administrative_Duration\\\" and cast to REAL because the SQLite schema stores this numeric field as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22926,"cached_input_tokens":21888,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f18be2938eb68a3761a8656d784950b07c8a6fb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"Administrative_Duration\" AS REAL) AS \"Administrative_Duration\",\n NTILE(10) OVER (ORDER BY CAST(\"Administrative_Duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Administrative_Duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"Administrative_Duration\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"Administrative_Duration\" and cast to REAL because the SQLite schema stores this numeric field as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67c72025d11541bbf211ad1d624df938792479ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:29.275341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:32.310108Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:43.064174Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bed29551d1fa12a8a95c46205858381e92fd093f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative_Duration. +Result preview: [{"Administrative_Duration": 3398.75}, {"Administrative_Duration": 2720.5}, {"Administrative_Duration": 2657.318056}, {"Administrative_Duration": 2629.253968}, {"Administrative_Duration": 2407.42381}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9db2139a9979d464f11321a5104cfe1a88d7d4cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_ae9551fe0d2b7a2f +-- problem_id: v2p_m6_9a4ee91a6c33264d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("Administrative_Duration" AS REAL) AS "Administrative_Duration", + NTILE(10) OVER (ORDER BY CAST("Administrative_Duration" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Administrative_Duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Administrative_Duration" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68fa9d796e4189337d00793e12d9006d8185317c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"Administrative_Duration\" AS REAL) AS \"Administrative_Duration\",\n NTILE(10) OVER (ORDER BY CAST(\"Administrative_Duration\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Administrative_Duration\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"Administrative_Duration\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"Administrative_Duration\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Administrative_Duration\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Administrative_Duration\\\" DESC;\", \"columns\": [\"Administrative_Duration\"], \"rows\": [{\"Administrative_Duration\": 3398.75}, {\"Administrative_Duration\": 2720.5}, {\"Administrative_Duration\": 2657.318056}, {\"Administrative_Duration\": 2629.253968}, {\"Administrative_Duration\": 2407.42381}, {\"Administrative_Duration\": 2156.166667}, {\"Administrative_Duration\": 2137.112745}, {\"Administrative_Duration\": 2086.75}, {\"Administrative_Duration\": 2047.234848}, {\"Administrative_Duration\": 1951.279141}, {\"Administrative_Duration\": 1946.0}, {\"Administrative_Duration\": 1922.0}, {\"Administrative_Duration\": 1764.0}, {\"Administrative_Duration\": 1751.047619}, {\"Administrative_Duration\": 1715.0}, {\"Administrative_Duration\": 1687.5}, {\"Administrative_Duration\": 1672.033333}, {\"Administrative_Duration\": 1668.5}, {\"Administrative_Duration\": 1660.3}, {\"Administrative_Duration\": 1652.0}, {\"Administrative_Duration\": 1640.590909}, {\"Administrative_Duration\": 1629.333333}, {\"Administrative_Duration\": 1592.916667}, {\"Administrative_Duration\": 1566.6}, {\"Administrative_Duration\": 1561.717567}, {\"Administrative_Duration\": 1559.75}, {\"Administrative_Duration\": 1541.5}, {\"Administrative_Duration\": 1535.355556}, {\"Administrative_Duration\": 1528.25}, {\"Administrative_Duration\": 1521.0}, {\"Administrative_Duration\": 1499.571429}, {\"Administrative_Duration\": 1489.041667}, {\"Administrative_Duration\": 1474.5}, {\"Administrative_Duration\": 1463.333333}, {\"Administrative_Duration\": 1455.35}, {\"Administrative_Duration\": 1449.666667}, {\"Administrative_Duration\": 1443.1}, {\"Administrative_Duration\": 1427.025}, {\"Administrative_Duration\": 1417.5}, {\"Administrative_Duration\": 1415.5}, {\"Administrative_Duration\": 1388.75}, {\"Administrative_Duration\": 1373.5}, {\"Administrative_Duration\": 1347.75}, {\"Administrative_Duration\": 1321.25}, {\"Administrative_Duration\": 1307.675}, {\"Administrative_Duration\": 1305.114737}, {\"Administrative_Duration\": 1294.9}, {\"Administrative_Duration\": 1284.3375}, {\"Administrative_Duration\": 1283.0}, {\"Administrative_Duration\": 1279.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 30.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b084c471eca9b7fc48c5cfa2464d1e538614db5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:31:29.092703+00:00", + "ended_at": "2026-05-04T07:31:43.994476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ae9551fe0d2b7a2f", + "problem_id": "v2p_m6_9a4ee91a6c33264d", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative_Duration.", + "bindings": { + "measure_col": "Administrative_Duration", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ae9551fe0d2b7a2f.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ae9551fe0d2b7a2f", + "api_calls": 0, + "input_tokens": 22926, + "cached_input_tokens": 21888, + "output_tokens": 182, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2835, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2970, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14839.57, + "sql_execution_elapsed_ms_total": 30.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ae9551fe0d2b7a2f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..607f155cc27946bad86393859acfeee3770c833a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ae9551fe0d2b7a2f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:43.954973+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14839.57, "started_at": "2026-05-04T07:31:29.096245+00:00", "ended_at": "2026-05-04T07:31:43.936222+00:00", "prompt_metrics": {"chars": 10602, "bytes_utf8": 10602, "lines": 310, "estimated_tokens": 2835}, "response_metrics": {"chars": 583, "bytes_utf8": 583, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22926, "cached_input_tokens": 21888, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:31:29.275341Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:32.310108Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "item_col": "PageValues", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f11f0c312d4d2beff7ad2fbcaf4c0ceef8de089c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-95fc-7873-9585-d6214d2dc5b2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Applied the required Within-Group Share of Total template with group_col=\\\"SpecialDay\\\", item_col=\\\"PageValues\\\", and measure_col=\\\"OperatingSystems\\\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22989,"cached_input_tokens":3456,"output_tokens":223}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a5fb809e77d390f92ff83c180d51c7d8cb6f673 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"PageValues\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"PageValues\"\nORDER BY share_within_group DESC;","notes":"Applied the required Within-Group Share of Total template with group_col=\"SpecialDay\", item_col=\"PageValues\", and measure_col=\"OperatingSystems\". CAST to REAL is used because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1290fe8f21e5f1bbca793b2bbc60fc6a11c3df2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:51.370062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:54.274898Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:04.140127Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52acd2973baf64bad2529a02b41157ac350c94cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=OperatingSystems. +Result preview: [{"SpecialDay": "0.8", "PageValues": "0", "total_measure": 653.0, "share_within_group": 89.08594815825376}, {"SpecialDay": "0.4", "PageValues": "0", "total_measure": 438.0, "share_within_group": 85.546875}, {"SpecialDay": "0.6", "PageValues": "0", "total_measure": 633.0, "share_within_group": 85.19515477792733}, {"SpecialDay": "1", "PageValues": "0", "total_measure": 276.0, "share_within_group": 84.66257668711657}, {"SpecialDay": "0.2", "PageValues": "0", "total_measure": 302.0, "share_within_group": 81.62162162162163}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c76ae98589cb3d38333cafe2ef91657f351dd973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_af6ec7b3999365cc +-- problem_id: v2p_m6_6c494331d46600fa +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "PageValues", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f25e864bbe21abfd3517253d24c8ba6ee3377e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"SpecialDay\", \"PageValues\",\n SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure,\n SUM(CAST(\"OperatingSystems\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"OperatingSystems\" AS REAL))) OVER (PARTITION BY \"SpecialDay\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"PageValues\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"SpecialDay\\\", \\\"PageValues\\\",\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"OperatingSystems\\\" AS REAL))) OVER (PARTITION BY \\\"SpecialDay\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"PageValues\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"SpecialDay\", \"PageValues\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"PageValues\": \"0\", \"total_measure\": 653.0, \"share_within_group\": 89.08594815825376}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"0\", \"total_measure\": 438.0, \"share_within_group\": 85.546875}, {\"SpecialDay\": \"0.6\", \"PageValues\": \"0\", \"total_measure\": 633.0, \"share_within_group\": 85.19515477792733}, {\"SpecialDay\": \"1\", \"PageValues\": \"0\", \"total_measure\": 276.0, \"share_within_group\": 84.66257668711657}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"0\", \"total_measure\": 302.0, \"share_within_group\": 81.62162162162163}, {\"SpecialDay\": \"0\", \"PageValues\": \"0\", \"total_measure\": 18131.0, \"share_within_group\": 77.13677940863646}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.353444628\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"1\", \"PageValues\": \"20.88818182\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"1\", \"PageValues\": \"6.673695652\", \"total_measure\": 3.0, \"share_within_group\": 0.9202453987730062}, {\"SpecialDay\": \"0.8\", \"PageValues\": \"4.947766276\", \"total_measure\": 6.0, \"share_within_group\": 0.8185538881309686}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"10.17002765\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"17.07978235\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"2.323162162\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"21.02481633\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"4.163259563\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"5.38296875\", \"total_measure\": 3.0, \"share_within_group\": 0.8108108108108109}, {\"SpecialDay\": \"0.6\", \"PageValues\": \"53.988\", \"total_measure\": 6.0, \"share_within_group\": 0.8075370121130552}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"14.98333333\", \"total_measure\": 4.0, \"share_within_group\": 0.78125}, {\"SpecialDay\": \"1\", \"PageValues\": \"0.201663717\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"1.558381388\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"10.3976\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"10.45437681\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"11.87691429\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"12.76243133\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"13.66158824\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"17.541\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.321101087\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"2.992267778\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"28.29538462\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"3.229518182\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"4.7095\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"5.466387755\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"5.997142857\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"54.98\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"6.976504629\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"1\", \"PageValues\": \"8.887111111\", \"total_measure\": 2.0, \"share_within_group\": 0.6134969325153374}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"0.936979167\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"12.484125\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"13.71812571\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"18.99561538\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"22.74458333\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"26.34343478\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"3.323971324\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.4\", \"PageValues\": \"54.17976426\", \"total_measure\": 3.0, \"share_within_group\": 0.5859375}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"1.914174972\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"11.19189333\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"14.73709091\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"15.15205714\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"19.44707913\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}, {\"SpecialDay\": \"0.2\", \"PageValues\": \"2.483389831\", \"total_measure\": 2.0, \"share_within_group\": 0.5405405405405406}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 26.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..79abe81dd459c1702d0ead3aa8052bd9f8900339 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:55:51.162559+00:00", + "ended_at": "2026-05-04T06:56:05.082935+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_af6ec7b3999365cc", + "problem_id": "v2p_m6_6c494331d46600fa", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=SpecialDay, measure_col=OperatingSystems.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "OperatingSystems", + "item_col": "PageValues", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_af6ec7b3999365cc.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_af6ec7b3999365cc", + "api_calls": 0, + "input_tokens": 22989, + "cached_input_tokens": 3456, + "output_tokens": 223, + "total_tokens": 23212, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2898, + "estimated_output_tokens": 163, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13865.55, + "sql_execution_elapsed_ms_total": 26.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_af6ec7b3999365cc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..177de8e1388a0f2234c117055ab8938b2345cb62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_af6ec7b3999365cc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:05.044663+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13865.55, "started_at": "2026-05-04T06:55:51.165895+00:00", "ended_at": "2026-05-04T06:56:05.031002+00:00", "prompt_metrics": {"chars": 10829, "bytes_utf8": 10829, "lines": 314, "estimated_tokens": 2898}, "response_metrics": {"chars": 660, "bytes_utf8": 660, "lines": 1, "estimated_tokens": 163}, "usage": {"input_tokens": 22989, "cached_input_tokens": 3456, "output_tokens": 223}, "stderr_preview": "2026-05-04T06:55:51.370062Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:54.274898Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=OperatingSystems.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "OperatingSystems", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0dd55feafb72c0b1352dfcb4f17d356fc9510d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c0-ebc8-7b21-bd4a-76967ee85411"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"OperatingSystems\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"OperatingSystems\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Administrative\\\", group_col_2=\\\"OperatingSystems\\\", and predicate_col=\\\"Informational_Duration\\\". CAST to REAL is applied because the schema snapshot stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22965,"cached_input_tokens":19840,"output_tokens":212}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cf172b527314e6ee58e317d73485fec361289c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"OperatingSystems\", COUNT(*) AS \"row_count\"\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"OperatingSystems\"\nORDER BY \"row_count\" DESC;","notes":"Used the planned template with group_col=\"Administrative\", group_col_2=\"OperatingSystems\", and predicate_col=\"Informational_Duration\". CAST to REAL is applied because the schema snapshot stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad99208cb81bae0767e6a2933fe1156338df7b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:45.666897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:50:47.992853Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:50:58.485813Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05cb55205ef36df0a1703e0f9b2f627f2cd67e62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=OperatingSystems. +Result preview: [{"Administrative": "0", "OperatingSystems": "2", "row_count": 3041}, {"Administrative": "0", "OperatingSystems": "1", "row_count": 1220}, {"Administrative": "0", "OperatingSystems": "3", "row_count": 1206}, {"Administrative": "1", "OperatingSystems": "2", "row_count": 737}, {"Administrative": "2", "OperatingSystems": "2", "row_count": 611}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bd011e1692c8e7214d452a5c81cd72ac4787591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b05249fa3f4861d8 +-- problem_id: v2p_m6_f4c69b4d40cb1c8b +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "OperatingSystems", COUNT(*) AS "row_count" +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Administrative", "OperatingSystems" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88a3545ad481f03fe48f599ad5abcb6b93f35020 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"OperatingSystems\", COUNT(*) AS \"row_count\"\nFROM \"m6\"\nWHERE CAST(\"Informational_Duration\" AS REAL) >= 0.0\nGROUP BY \"Administrative\", \"OperatingSystems\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"OperatingSystems\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Informational_Duration\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Administrative\\\", \\\"OperatingSystems\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"Administrative\", \"OperatingSystems\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"OperatingSystems\": \"2\", \"row_count\": 3041}, {\"Administrative\": \"0\", \"OperatingSystems\": \"1\", \"row_count\": 1220}, {\"Administrative\": \"0\", \"OperatingSystems\": \"3\", \"row_count\": 1206}, {\"Administrative\": \"1\", \"OperatingSystems\": \"2\", \"row_count\": 737}, {\"Administrative\": \"2\", \"OperatingSystems\": \"2\", \"row_count\": 611}, {\"Administrative\": \"3\", \"OperatingSystems\": \"2\", \"row_count\": 489}, {\"Administrative\": \"4\", \"OperatingSystems\": \"2\", \"row_count\": 396}, {\"Administrative\": \"5\", \"OperatingSystems\": \"2\", \"row_count\": 312}, {\"Administrative\": \"1\", \"OperatingSystems\": \"1\", \"row_count\": 286}, {\"Administrative\": \"1\", \"OperatingSystems\": \"3\", \"row_count\": 269}, {\"Administrative\": \"0\", \"OperatingSystems\": \"4\", \"row_count\": 237}, {\"Administrative\": \"6\", \"OperatingSystems\": \"2\", \"row_count\": 236}, {\"Administrative\": \"2\", \"OperatingSystems\": \"3\", \"row_count\": 230}, {\"Administrative\": \"2\", \"OperatingSystems\": \"1\", \"row_count\": 229}, {\"Administrative\": \"3\", \"OperatingSystems\": \"1\", \"row_count\": 193}, {\"Administrative\": \"3\", \"OperatingSystems\": \"3\", \"row_count\": 192}, {\"Administrative\": \"7\", \"OperatingSystems\": \"2\", \"row_count\": 189}, {\"Administrative\": \"4\", \"OperatingSystems\": \"1\", \"row_count\": 174}, {\"Administrative\": \"4\", \"OperatingSystems\": \"3\", \"row_count\": 164}, {\"Administrative\": \"8\", \"OperatingSystems\": \"2\", \"row_count\": 154}, {\"Administrative\": \"5\", \"OperatingSystems\": \"3\", \"row_count\": 122}, {\"Administrative\": \"9\", \"OperatingSystems\": \"2\", \"row_count\": 118}, {\"Administrative\": \"5\", \"OperatingSystems\": \"1\", \"row_count\": 107}, {\"Administrative\": \"6\", \"OperatingSystems\": \"1\", \"row_count\": 91}, {\"Administrative\": \"10\", \"OperatingSystems\": \"2\", \"row_count\": 90}, {\"Administrative\": \"6\", \"OperatingSystems\": \"3\", \"row_count\": 83}, {\"Administrative\": \"7\", \"OperatingSystems\": \"1\", \"row_count\": 74}, {\"Administrative\": \"7\", \"OperatingSystems\": \"3\", \"row_count\": 68}, {\"Administrative\": \"8\", \"OperatingSystems\": \"1\", \"row_count\": 65}, {\"Administrative\": \"11\", \"OperatingSystems\": \"2\", \"row_count\": 63}, {\"Administrative\": \"9\", \"OperatingSystems\": \"1\", \"row_count\": 54}, {\"Administrative\": \"8\", \"OperatingSystems\": \"3\", \"row_count\": 53}, {\"Administrative\": \"1\", \"OperatingSystems\": \"4\", \"row_count\": 51}, {\"Administrative\": \"0\", \"OperatingSystems\": \"8\", \"row_count\": 46}, {\"Administrative\": \"12\", \"OperatingSystems\": \"2\", \"row_count\": 44}, {\"Administrative\": \"9\", \"OperatingSystems\": \"3\", \"row_count\": 44}, {\"Administrative\": \"2\", \"OperatingSystems\": \"4\", \"row_count\": 40}, {\"Administrative\": \"10\", \"OperatingSystems\": \"3\", \"row_count\": 37}, {\"Administrative\": \"13\", \"OperatingSystems\": \"2\", \"row_count\": 35}, {\"Administrative\": \"3\", \"OperatingSystems\": \"4\", \"row_count\": 31}, {\"Administrative\": \"5\", \"OperatingSystems\": \"4\", \"row_count\": 27}, {\"Administrative\": \"4\", \"OperatingSystems\": \"4\", \"row_count\": 26}, {\"Administrative\": \"11\", \"OperatingSystems\": \"1\", \"row_count\": 21}, {\"Administrative\": \"12\", \"OperatingSystems\": \"3\", \"row_count\": 21}, {\"Administrative\": \"10\", \"OperatingSystems\": \"1\", \"row_count\": 20}, {\"Administrative\": \"14\", \"OperatingSystems\": \"2\", \"row_count\": 20}, {\"Administrative\": \"15\", \"OperatingSystems\": \"2\", \"row_count\": 20}, {\"Administrative\": \"12\", \"OperatingSystems\": \"1\", \"row_count\": 19}, {\"Administrative\": \"11\", \"OperatingSystems\": \"3\", \"row_count\": 18}, {\"Administrative\": \"6\", \"OperatingSystems\": \"4\", \"row_count\": 17}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f45e2899137fe5acbb71e647bcf18bfaa5ba8fbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:50:45.426782+00:00", + "ended_at": "2026-05-04T06:50:59.383784+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b05249fa3f4861d8", + "problem_id": "v2p_m6_f4c69b4d40cb1c8b", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=OperatingSystems.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "OperatingSystems", + "predicate_col": "Informational_Duration", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b05249fa3f4861d8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b05249fa3f4861d8", + "api_calls": 0, + "input_tokens": 22965, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 23177, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2874, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2997, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13914.99, + "sql_execution_elapsed_ms_total": 13.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b05249fa3f4861d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9924ae8d52d88f8fd89e50e67b0ed35453d9a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:50:59.365145+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13914.99, "started_at": "2026-05-04T06:50:45.433188+00:00", "ended_at": "2026-05-04T06:50:59.347741+00:00", "prompt_metrics": {"chars": 10748, "bytes_utf8": 10748, "lines": 316, "estimated_tokens": 2874}, "response_metrics": {"chars": 525, "bytes_utf8": 525, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22965, "cached_input_tokens": 19840, "output_tokens": 212}, "stderr_preview": "2026-05-04T06:50:45.666897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:50:47.992853Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Administrative\\\", \\\"OperatingSystems\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Administrative\\\", group_col_2=\\\"OperatingSystems\\\", and predicate_col=\\\"Informational_Duration\\\". CAST to REAL is applied because the schema snapshot stores numeric fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2953735fc96ff2cdacabdddfec7ba25f6b37c989 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b05249fa3f4861d8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b05249fa3f4861d8", + "api_calls": 0, + "input_tokens": 22965, + "cached_input_tokens": 19840, + "output_tokens": 212, + "total_tokens": 23177, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2874, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2997, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13914.99, + "sql_execution_elapsed_ms_total": 13.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b05249fa3f4861d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddfc9b911ce045399d25348ee3de37056aed3b6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10828, "bytes_utf8": 10828, "lines": 314, "estimated_tokens": 2897}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..783db7b46b2935d6d666a5e47a5f3110e0808f2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b077e5dbed2b05d5", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 193, + "total_tokens": 23181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 156, + "estimated_total_tokens": 3053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11784.68, + "sql_execution_elapsed_ms_total": 33.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b077e5dbed2b05d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..300eecd5c4f7c4056315f8d0d8a95c8d9517c8ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:57:20.681685+00:00", + "ended_at": "2026-05-04T06:57:32.479133+00:00", + "elapsed_ms": 11784.68, + "prompt_metrics": { + "chars": 10828, + "bytes_utf8": 10828, + "lines": 314, + "estimated_tokens": 2897 + }, + "stdout_metrics": { + "chars": 988, + "bytes_utf8": 988, + "lines": 4, + "estimated_tokens": 283 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 634, + "bytes_utf8": 634, + "lines": 1, + "estimated_tokens": 156 + }, + "usage": { + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 193 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d30a3b4a0b02a8160d9a2c1c018efa22a715dcf9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=TrafficType.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "item_col": "Administrative_Duration", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a2ac80e251884e116b764becc11a82e6c7db6ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-f3ea-7360-80ff-8b2c99c7c459"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"TrafficType\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Browser\\\", item_col=\\\"Administrative_Duration\\\", and measure_col=\\\"TrafficType\\\". Cast \\\"TrafficType\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22988,"cached_input_tokens":21888,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e43107b68ca7fd639174dcc3d72d5bc65a24db36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"Administrative_Duration\",\n SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure,\n SUM(CAST(\"TrafficType\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"TrafficType\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Browser\", item_col=\"Administrative_Duration\", and measure_col=\"TrafficType\". Cast \"TrafficType\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..73540b4f8447656fa23f6a6a3749e22c8c32bc96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:21.005150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:23.348443Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:31.733493Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f503272bc3fd53dc8a726a260a79ab1454fd7c32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=TrafficType. +Result preview: [{"Browser": "9", "Administrative_Duration": "390", "total_measure": 2.0, "share_within_group": 100.0}, {"Browser": "8", "Administrative_Duration": "0", "total_measure": 527.0, "share_within_group": 58.75139353400223}, {"Browser": "11", "Administrative_Duration": "0", "total_measure": 21.0, "share_within_group": 58.333333333333336}, {"Browser": "3", "Administrative_Duration": "0", "total_measure": 259.0, "share_within_group": 57.17439293598234}, {"Browser": "6", "Administrative_Duration": "0", "total_measure": 359.0, "share_within_group": 55.401234567901234}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..72a0cc8d362c055bfb068e24df81ff5b40ce29b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b077e5dbed2b05d5 +-- problem_id: v2p_m6_78badff69455f5c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "Administrative_Duration", + SUM(CAST("TrafficType" AS REAL)) AS total_measure, + SUM(CAST("TrafficType" AS REAL)) * 100.0 / SUM(SUM(CAST("TrafficType" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfb46640dd916f349e0b1e41871d363932a6d8b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"Administrative_Duration\",\n SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure,\n SUM(CAST(\"TrafficType\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"TrafficType\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"TrafficType\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Browser\", \"Administrative_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Browser\": \"9\", \"Administrative_Duration\": \"390\", \"total_measure\": 2.0, \"share_within_group\": 100.0}, {\"Browser\": \"8\", \"Administrative_Duration\": \"0\", \"total_measure\": 527.0, \"share_within_group\": 58.75139353400223}, {\"Browser\": \"11\", \"Administrative_Duration\": \"0\", \"total_measure\": 21.0, \"share_within_group\": 58.333333333333336}, {\"Browser\": \"3\", \"Administrative_Duration\": \"0\", \"total_measure\": 259.0, \"share_within_group\": 57.17439293598234}, {\"Browser\": \"6\", \"Administrative_Duration\": \"0\", \"total_measure\": 359.0, \"share_within_group\": 55.401234567901234}, {\"Browser\": \"13\", \"Administrative_Duration\": \"0\", \"total_measure\": 645.0, \"share_within_group\": 53.52697095435685}, {\"Browser\": \"4\", \"Administrative_Duration\": \"0\", \"total_measure\": 1169.0, \"share_within_group\": 51.159737417943106}, {\"Browser\": \"2\", \"Administrative_Duration\": \"0\", \"total_measure\": 17033.0, \"share_within_group\": 49.93843086665885}, {\"Browser\": \"7\", \"Administrative_Duration\": \"0\", \"total_measure\": 94.0, \"share_within_group\": 48.45360824742268}, {\"Browser\": \"1\", \"Administrative_Duration\": \"0\", \"total_measure\": 4040.0, \"share_within_group\": 48.296473401075914}, {\"Browser\": \"5\", \"Administrative_Duration\": \"0\", \"total_measure\": 727.0, \"share_within_group\": 47.42335290280496}, {\"Browser\": \"12\", \"Administrative_Duration\": \"0\", \"total_measure\": 11.0, \"share_within_group\": 45.833333333333336}, {\"Browser\": \"10\", \"Administrative_Duration\": \"0\", \"total_measure\": 194.0, \"share_within_group\": 45.32710280373832}, {\"Browser\": \"11\", \"Administrative_Duration\": \"94.8\", \"total_measure\": 14.0, \"share_within_group\": 38.888888888888886}, {\"Browser\": \"12\", \"Administrative_Duration\": \"183.25\", \"total_measure\": 6.0, \"share_within_group\": 25.0}, {\"Browser\": \"7\", \"Administrative_Duration\": \"46.4\", \"total_measure\": 20.0, \"share_within_group\": 10.309278350515465}, {\"Browser\": \"12\", \"Administrative_Duration\": \"138.5\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"12\", \"Administrative_Duration\": \"19\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"12\", \"Administrative_Duration\": \"588.2972222\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"7\", \"Administrative_Duration\": \"81.33333333\", \"total_measure\": 10.0, \"share_within_group\": 5.154639175257732}, {\"Browser\": \"12\", \"Administrative_Duration\": \"123.5416667\", \"total_measure\": 1.0, \"share_within_group\": 4.166666666666667}, {\"Browser\": \"7\", \"Administrative_Duration\": \"74.75\", \"total_measure\": 8.0, \"share_within_group\": 4.123711340206185}, {\"Browser\": \"3\", \"Administrative_Duration\": \"179.5\", \"total_measure\": 15.0, \"share_within_group\": 3.3112582781456954}, {\"Browser\": \"7\", \"Administrative_Duration\": \"59.5\", \"total_measure\": 6.0, \"share_within_group\": 3.0927835051546393}, {\"Browser\": \"6\", \"Administrative_Duration\": \"205.7\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"6\", \"Administrative_Duration\": \"421.25\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"6\", \"Administrative_Duration\": \"666.2\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"11\", \"Administrative_Duration\": \"52.53333333\", \"total_measure\": 1.0, \"share_within_group\": 2.7777777777777777}, {\"Browser\": \"7\", \"Administrative_Duration\": \"155.6\", \"total_measure\": 5.0, \"share_within_group\": 2.577319587628866}, {\"Browser\": \"7\", \"Administrative_Duration\": \"20.2\", \"total_measure\": 5.0, \"share_within_group\": 2.577319587628866}, {\"Browser\": \"3\", \"Administrative_Duration\": \"122\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"256\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"52.5\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"83\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"10\", \"Administrative_Duration\": \"33\", \"total_measure\": 10.0, \"share_within_group\": 2.336448598130841}, {\"Browser\": \"8\", \"Administrative_Duration\": \"12\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"241.6\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"30.25\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"60.5\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"3\", \"Administrative_Duration\": \"17\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"3\", \"Administrative_Duration\": \"289\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"3\", \"Administrative_Duration\": \"94\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"7\", \"Administrative_Duration\": \"37\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"7\", \"Administrative_Duration\": \"52.5\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"7\", \"Administrative_Duration\": \"79.16666667\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"6\", \"Administrative_Duration\": \"113.25\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"6\", \"Administrative_Duration\": \"157\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"6\", \"Administrative_Duration\": \"267.5\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"10\", \"Administrative_Duration\": \"33.5\", \"total_measure\": 8.0, \"share_within_group\": 1.8691588785046729}, {\"Browser\": \"10\", \"Administrative_Duration\": \"4\", \"total_measure\": 8.0, \"share_within_group\": 1.8691588785046729}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 33.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b8277c536a3cb70459135be5ef567cf30dd3affa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:57:20.681685+00:00", + "ended_at": "2026-05-04T06:57:32.541704+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b077e5dbed2b05d5", + "problem_id": "v2p_m6_78badff69455f5c6", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Browser, measure_col=TrafficType.", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "item_col": "Administrative_Duration", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b077e5dbed2b05d5.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b077e5dbed2b05d5", + "api_calls": 0, + "input_tokens": 22988, + "cached_input_tokens": 21888, + "output_tokens": 193, + "total_tokens": 23181, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2897, + "estimated_output_tokens": 156, + "estimated_total_tokens": 3053, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11784.68, + "sql_execution_elapsed_ms_total": 33.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b077e5dbed2b05d5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcf0babfdfd9568ac219b01649237bbb16213209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b077e5dbed2b05d5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:32.499986+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11784.68, "started_at": "2026-05-04T06:57:20.681685+00:00", "ended_at": "2026-05-04T06:57:32.479133+00:00", "prompt_metrics": {"chars": 10828, "bytes_utf8": 10828, "lines": 314, "estimated_tokens": 2897}, "response_metrics": {"chars": 634, "bytes_utf8": 634, "lines": 1, "estimated_tokens": 156}, "usage": {"input_tokens": 22988, "cached_input_tokens": 21888, "output_tokens": 193}, "stderr_preview": "2026-05-04T06:57:21.005150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:23.348443Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "SpecialDay", + "predicate_col": "OperatingSystems", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92de6821d929da37631c28b0a8358485db6766b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d6-efd5-7871-8265-e807d3518285"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"OperatingSystems\\\" AS REAL) >= 3.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and bindings exactly. Cast numeric-looking TEXT columns to REAL for SQLite-safe numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":22400,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8ca37059e8c42f8430403421742b336e06de579 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"OperatingSystems\" AS REAL) >= 3.0\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided template and bindings exactly. Cast numeric-looking TEXT columns to REAL for SQLite-safe numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..48fa2e4085bee3c7c5eb163a2cac9812f6f6ecc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:14:48.501439Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:14:50.852552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:03.509561Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdf0818d014091f5bb48a1233db7b0ef3ccc2a8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=SpecialDay. +Result preview: [{"SpecialDay": "0.8", "total_measure": 78.4}, {"SpecialDay": "0.6", "total_measure": 52.199999999999996}, {"SpecialDay": "1", "total_measure": 49.0}, {"SpecialDay": "0.4", "total_measure": 21.6}, {"SpecialDay": "0.2", "total_measure": 8.8}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f02ee8209efc9ef6103842f935608f6f7fbc0184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_b208ccc801a25a74 +-- problem_id: v2p_m6_dbc90adce891355b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("OperatingSystems" AS REAL) >= 3.0 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8b16d3e99d104019d11d3961a614311a7dfa62b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"SpecialDay\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"OperatingSystems\" AS REAL) >= 3.0\nGROUP BY \"SpecialDay\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"OperatingSystems\\\" AS REAL) >= 3.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"total_measure\": 78.4}, {\"SpecialDay\": \"0.6\", \"total_measure\": 52.199999999999996}, {\"SpecialDay\": \"1\", \"total_measure\": 49.0}, {\"SpecialDay\": \"0.4\", \"total_measure\": 21.6}, {\"SpecialDay\": \"0.2\", \"total_measure\": 8.8}, {\"SpecialDay\": \"0\", \"total_measure\": 0.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.75}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2f685b619cea72ce703f7b292bcdc134aa7231cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:14:48.252692+00:00", + "ended_at": "2026-05-04T07:15:04.393864+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b208ccc801a25a74", + "problem_id": "v2p_m6_dbc90adce891355b", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=SpecialDay.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "SpecialDay", + "predicate_col": "OperatingSystems", + "predicate_op": ">=", + "predicate_value": 3.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b208ccc801a25a74.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b208ccc801a25a74", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 22400, + "output_tokens": 117, + "total_tokens": 23066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16095.44, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b208ccc801a25a74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1caca28b0cc37abb3151308c28fe752e95e13c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:04.377567+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16095.44, "started_at": "2026-05-04T07:14:48.256119+00:00", "ended_at": "2026-05-04T07:15:04.351612+00:00", "prompt_metrics": {"chars": 10694, "bytes_utf8": 10694, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22949, "cached_input_tokens": 22400, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:14:48.501439Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:14:50.852552Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 3.0\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided template and bindings exactly. Cast numeric-looking TEXT columns to REAL for SQLite-safe numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4237b147163223bbe28efc8dca16c7f448b9f0d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b208ccc801a25a74/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b208ccc801a25a74", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 22400, + "output_tokens": 117, + "total_tokens": 23066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2960, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16095.44, + "sql_execution_elapsed_ms_total": 4.75, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b208ccc801a25a74\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0161c5f16089d231e5825b38a6fb82593d86ec4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10738, "bytes_utf8": 10738, "lines": 316, "estimated_tokens": 2874}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22965, "cached_input_tokens": 4480, "output_tokens": 218}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c7b6b2f7be03f427251d138a777f07e3834e9a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b296737084d931e8", + "api_calls": 0, + "input_tokens": 22965, + "cached_input_tokens": 4480, + "output_tokens": 218, + "total_tokens": 23183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2874, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19147.86, + "sql_execution_elapsed_ms_total": 42.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b296737084d931e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..33aa67274dc9742164b08d33c7af0c0ebedaafae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:51:27.500557+00:00", + "ended_at": "2026-05-04T06:51:46.648358+00:00", + "elapsed_ms": 19147.86, + "prompt_metrics": { + "chars": 10738, + "bytes_utf8": 10738, + "lines": 316, + "estimated_tokens": 2874 + }, + "stdout_metrics": { + "chars": 847, + "bytes_utf8": 847, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 511, + "bytes_utf8": 511, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22965, + "cached_input_tokens": 4480, + "output_tokens": 218 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fe3b3a42c8225d6b4dde03f8e0986ee18ca99ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=TrafficType.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "TrafficType", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e680c6d61f72b5d91fefacca3616b4c762be82c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-900d-70c0-aab8-f6ee589e54e9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"TrafficType\\\", and predicate on \\\"BounceRates\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22965,"cached_input_tokens":4480,"output_tokens":218}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3840cafe342cea7e82ca45756e7839f95840ff89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY row_count DESC;","notes":"Used the provided filtered two-dimensional group count template with group_col=\"Administrative\", group_col_2=\"TrafficType\", and predicate on \"BounceRates\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bc2dd782e11f5b771e9333567488f9ab2a91d9b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:51:27.695710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:30.068930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:46.112313Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf7aedd1e4deab5ee5f5eda32097f81ff91755f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=TrafficType. +Result preview: [{"Administrative": "0", "TrafficType": "1", "row_count": 631}, {"Administrative": "0", "TrafficType": "3", "row_count": 578}, {"Administrative": "0", "TrafficType": "13", "row_count": 303}, {"Administrative": "0", "TrafficType": "2", "row_count": 232}, {"Administrative": "0", "TrafficType": "4", "row_count": 149}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d08286be5ed7cdd495c4805cd6502c3adfdc97bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b296737084d931e8 +-- problem_id: v2p_m6_c62629858fed14bc +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Administrative", "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2503e20e9039cd4db002eba3e635314afded0b6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"BounceRates\" AS REAL) >= 0.016813\nGROUP BY \"Administrative\", \"TrafficType\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"BounceRates\\\" AS REAL) >= 0.016813\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"TrafficType\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"TrafficType\": \"1\", \"row_count\": 631}, {\"Administrative\": \"0\", \"TrafficType\": \"3\", \"row_count\": 578}, {\"Administrative\": \"0\", \"TrafficType\": \"13\", \"row_count\": 303}, {\"Administrative\": \"0\", \"TrafficType\": \"2\", \"row_count\": 232}, {\"Administrative\": \"0\", \"TrafficType\": \"4\", \"row_count\": 149}, {\"Administrative\": \"0\", \"TrafficType\": \"6\", \"row_count\": 80}, {\"Administrative\": \"1\", \"TrafficType\": \"1\", \"row_count\": 69}, {\"Administrative\": \"0\", \"TrafficType\": \"10\", \"row_count\": 61}, {\"Administrative\": \"2\", \"TrafficType\": \"1\", \"row_count\": 60}, {\"Administrative\": \"0\", \"TrafficType\": \"11\", \"row_count\": 49}, {\"Administrative\": \"1\", \"TrafficType\": \"3\", \"row_count\": 47}, {\"Administrative\": \"1\", \"TrafficType\": \"2\", \"row_count\": 39}, {\"Administrative\": \"2\", \"TrafficType\": \"2\", \"row_count\": 39}, {\"Administrative\": \"0\", \"TrafficType\": \"20\", \"row_count\": 38}, {\"Administrative\": \"3\", \"TrafficType\": \"1\", \"row_count\": 31}, {\"Administrative\": \"1\", \"TrafficType\": \"13\", \"row_count\": 29}, {\"Administrative\": \"2\", \"TrafficType\": \"3\", \"row_count\": 28}, {\"Administrative\": \"3\", \"TrafficType\": \"3\", \"row_count\": 26}, {\"Administrative\": \"4\", \"TrafficType\": \"3\", \"row_count\": 26}, {\"Administrative\": \"0\", \"TrafficType\": \"8\", \"row_count\": 24}, {\"Administrative\": \"3\", \"TrafficType\": \"2\", \"row_count\": 23}, {\"Administrative\": \"5\", \"TrafficType\": \"1\", \"row_count\": 22}, {\"Administrative\": \"1\", \"TrafficType\": \"4\", \"row_count\": 20}, {\"Administrative\": \"2\", \"TrafficType\": \"13\", \"row_count\": 18}, {\"Administrative\": \"4\", \"TrafficType\": \"2\", \"row_count\": 18}, {\"Administrative\": \"5\", \"TrafficType\": \"2\", \"row_count\": 17}, {\"Administrative\": \"0\", \"TrafficType\": \"15\", \"row_count\": 16}, {\"Administrative\": \"4\", \"TrafficType\": \"13\", \"row_count\": 16}, {\"Administrative\": \"1\", \"TrafficType\": \"6\", \"row_count\": 15}, {\"Administrative\": \"3\", \"TrafficType\": \"13\", \"row_count\": 15}, {\"Administrative\": \"4\", \"TrafficType\": \"1\", \"row_count\": 15}, {\"Administrative\": \"0\", \"TrafficType\": \"5\", \"row_count\": 12}, {\"Administrative\": \"3\", \"TrafficType\": \"4\", \"row_count\": 11}, {\"Administrative\": \"6\", \"TrafficType\": \"1\", \"row_count\": 11}, {\"Administrative\": \"1\", \"TrafficType\": \"10\", \"row_count\": 10}, {\"Administrative\": \"5\", \"TrafficType\": \"3\", \"row_count\": 10}, {\"Administrative\": \"2\", \"TrafficType\": \"4\", \"row_count\": 9}, {\"Administrative\": \"5\", \"TrafficType\": \"4\", \"row_count\": 9}, {\"Administrative\": \"6\", \"TrafficType\": \"2\", \"row_count\": 9}, {\"Administrative\": \"7\", \"TrafficType\": \"1\", \"row_count\": 9}, {\"Administrative\": \"5\", \"TrafficType\": \"13\", \"row_count\": 8}, {\"Administrative\": \"6\", \"TrafficType\": \"3\", \"row_count\": 8}, {\"Administrative\": \"4\", \"TrafficType\": \"4\", \"row_count\": 7}, {\"Administrative\": \"9\", \"TrafficType\": \"1\", \"row_count\": 7}, {\"Administrative\": \"0\", \"TrafficType\": \"9\", \"row_count\": 6}, {\"Administrative\": \"1\", \"TrafficType\": \"20\", \"row_count\": 6}, {\"Administrative\": \"2\", \"TrafficType\": \"6\", \"row_count\": 6}, {\"Administrative\": \"3\", \"TrafficType\": \"10\", \"row_count\": 6}, {\"Administrative\": \"9\", \"TrafficType\": \"13\", \"row_count\": 6}, {\"Administrative\": \"1\", \"TrafficType\": \"11\", \"row_count\": 5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 42.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..688de21d3b3ce5e57c8e378391ca77170df018d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:51:27.497327+00:00", + "ended_at": "2026-05-04T06:51:46.718394+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b296737084d931e8", + "problem_id": "v2p_m6_c62629858fed14bc", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=TrafficType.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "TrafficType", + "predicate_col": "BounceRates", + "predicate_op": ">=", + "predicate_value": 0.016813, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b296737084d931e8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b296737084d931e8", + "api_calls": 0, + "input_tokens": 22965, + "cached_input_tokens": 4480, + "output_tokens": 218, + "total_tokens": 23183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2874, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19147.86, + "sql_execution_elapsed_ms_total": 42.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b296737084d931e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d57876930b69f8932c89efcd9be04142bc5d37e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:46.667508+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19147.86, "started_at": "2026-05-04T06:51:27.500557+00:00", "ended_at": "2026-05-04T06:51:46.648358+00:00", "prompt_metrics": {"chars": 10738, "bytes_utf8": 10738, "lines": 316, "estimated_tokens": 2874}, "response_metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22965, "cached_input_tokens": 4480, "output_tokens": 218}, "stderr_preview": "2026-05-04T06:51:27.695710Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:30.068930Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.016813\\nGROUP BY \\\"Administrative\\\", \\\"TrafficType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided filtered two-dimensional group count template with group_col=\\\"Administrative\\\", group_col_2=\\\"TrafficType\\\", and predicate on \\\"BounceRates\\\". CAST to REAL is applied because the schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02e24d55a4bd324574c599766399e596b2a50952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b296737084d931e8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b296737084d931e8", + "api_calls": 0, + "input_tokens": 22965, + "cached_input_tokens": 4480, + "output_tokens": 218, + "total_tokens": 23183, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2874, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2993, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19147.86, + "sql_execution_elapsed_ms_total": 42.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b296737084d931e8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d210e38567adac7129d5e9c3c75944ba1b5287b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10904, "bytes_utf8": 10904, "lines": 317, "estimated_tokens": 2892}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1132, "bytes_utf8": 1132, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22983, "cached_input_tokens": 19840, "output_tokens": 412}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 11961, "bytes_utf8": 11961, "lines": 321, "estimated_tokens": 3207}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1223, "bytes_utf8": 1223, "lines": 1, "estimated_tokens": 355}, "usage": {"input_tokens": 23298, "cached_input_tokens": 21888, "output_tokens": 450}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5004c95629d3804e029210ccb918552ffd4563f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b4010aaab3184989", + "api_calls": 0, + "input_tokens": 46281, + "cached_input_tokens": 41728, + "output_tokens": 862, + "total_tokens": 47143, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6099, + "estimated_output_tokens": 691, + "estimated_total_tokens": 6790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32985.0, + "sql_execution_elapsed_ms_total": 57.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b4010aaab3184989\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f9808691a9e1c8b525317ce7b2cf0447b6c79ef7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:03:07.235410+00:00", + "ended_at": "2026-05-04T07:03:23.297839+00:00", + "elapsed_ms": 16062.04, + "prompt_metrics": { + "chars": 10904, + "bytes_utf8": 10904, + "lines": 317, + "estimated_tokens": 2892 + }, + "stdout_metrics": { + "chars": 1608, + "bytes_utf8": 1608, + "lines": 4, + "estimated_tokens": 532 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1132, + "bytes_utf8": 1132, + "lines": 1, + "estimated_tokens": 336 + }, + "usage": { + "input_tokens": 22983, + "cached_input_tokens": 19840, + "output_tokens": 412 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..573ac482619280a558eea1ff00620918d99cbc10 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:03:23.335610+00:00", + "ended_at": "2026-05-04T07:03:40.258525+00:00", + "elapsed_ms": 16922.96, + "prompt_metrics": { + "chars": 11961, + "bytes_utf8": 11961, + "lines": 321, + "estimated_tokens": 3207 + }, + "stdout_metrics": { + "chars": 1699, + "bytes_utf8": 1699, + "lines": 4, + "estimated_tokens": 553 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1223, + "bytes_utf8": 1223, + "lines": 1, + "estimated_tokens": 355 + }, + "usage": { + "input_tokens": 23298, + "cached_input_tokens": 21888, + "output_tokens": 450 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3847e635165795ac453a58c3ca84548d1fa38883 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d2279f8e86f4ead9214a3cdc5679a810a5af30a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,321 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"TrafficType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"TrafficType\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"TrafficType\", \"cnt\"\n)\nSELECT\n r.\"TrafficType\",\n r.\"Region\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"TrafficType\" = t.\"TrafficType\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..73969167312c694a3ac28e2446ed3db7799b6ddd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-3d6e-7110-be26-291487399fb8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n AND \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"TrafficType\\\" ORDER BY \\\"Region\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"TrafficType\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"TrafficType\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"TrafficType\\\",\\n r.\\\"Region\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"TrafficType\\\" = t.\\\"TrafficType\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \\\"TrafficType\\\" over rows where \\\"SpecialDay\\\" = '0'. \\\"Region\\\" is cast from TEXT to REAL for numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22983,"cached_input_tokens":19840,"output_tokens":412}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bcf6477f2065ac93d4df7353b5b23cccb59b18a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"TrafficType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"TrafficType\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"TrafficType\", \"cnt\"\n)\nSELECT\n r.\"TrafficType\",\n r.\"Region\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"TrafficType\" = t.\"TrafficType\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 95th percentile per \"TrafficType\" over rows where \"SpecialDay\" = '0'. \"Region\" is cast from TEXT to REAL for numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a174f72eeb43d719547c96ccd32768703dca69f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-7c76-7903-943c-31dcaeebadd9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n AND \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"TrafficType\\\" ORDER BY \\\"Region\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"TrafficType\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"TrafficType\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"TrafficType\\\",\\n r.\\\"Region\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"TrafficType\\\" = t.\\\"TrafficType\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a SQLite-compatible integer ceiling expression using CAST((x) + 0.999999999 AS INTEGER). Kept the original template intent by approximating the 95th percentile of \\\"Region\\\" within each \\\"TrafficType\\\" group under \\\"SpecialDay\\\" = '0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23298,"cached_input_tokens":21888,"output_tokens":450}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..dfee97845acedbf5245af755580d6c9d24d5c807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"TrafficType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"TrafficType\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"TrafficType\", \"cnt\"\n)\nSELECT\n r.\"TrafficType\",\n r.\"Region\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"TrafficType\" = t.\"TrafficType\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a SQLite-compatible integer ceiling expression using CAST((x) + 0.999999999 AS INTEGER). Kept the original template intent by approximating the 95th percentile of \"Region\" within each \"TrafficType\" group under \"SpecialDay\" = '0'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8264f6ac1cfb0be6a76d9da39c5e285fb006e6ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:07.467227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:09.872352Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:22.651413Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..194ee63ee0feb24792613da1627786995d3e3e62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:23.577011Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:26.105461Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:39.377820Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a5584850e78bb575248908bd21506e9e114baaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay. +Result preview: [{"TrafficType": "20", "conditional_percentile": 9.0}, {"TrafficType": "8", "conditional_percentile": 9.0}, {"TrafficType": "1", "conditional_percentile": 8.0}, {"TrafficType": "10", "conditional_percentile": 8.0}, {"TrafficType": "11", "conditional_percentile": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e8e74e13d93cfc712a274ed40900e2cd52f961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/generated_sql.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_b4010aaab3184989 +-- problem_id: v2p_m6_77b4f7d37f197c5f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "TrafficType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "SpecialDay" = '0' + AND "TrafficType" IS NOT NULL + AND "Region" IS NOT NULL +), +"ranked" AS ( + SELECT + "TrafficType", + "Region", + ROW_NUMBER() OVER (PARTITION BY "TrafficType" ORDER BY "Region") AS "rn", + COUNT(*) OVER (PARTITION BY "TrafficType") AS "cnt" + FROM "filtered" +), +"target" AS ( + SELECT + "TrafficType", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "TrafficType", "cnt" +) +SELECT + r."TrafficType", + r."Region" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."TrafficType" = t."TrafficType" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..94489db54b82e8d0cdd2495c81f3cf369d1945c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0'\n AND \"TrafficType\" IS NOT NULL\n AND \"Region\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"target\" AS (\n SELECT\n \"TrafficType\",\n CAST((0.95 * \"cnt\") + 0.999999999 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"TrafficType\", \"cnt\"\n)\nSELECT\n r.\"TrafficType\",\n r.\"Region\" AS \"conditional_percentile\"\nFROM \"ranked\" AS r\nJOIN \"target\" AS t\n ON r.\"TrafficType\" = t.\"TrafficType\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0'\\n AND \\\"TrafficType\\\" IS NOT NULL\\n AND \\\"Region\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"TrafficType\\\" ORDER BY \\\"Region\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"TrafficType\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST((0.95 * \\\"cnt\\\") + 0.999999999 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"TrafficType\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"TrafficType\\\",\\n r.\\\"Region\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target\\\" AS t\\n ON r.\\\"TrafficType\\\" = t.\\\"TrafficType\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"TrafficType\", \"conditional_percentile\"], \"rows\": [{\"TrafficType\": \"20\", \"conditional_percentile\": 9.0}, {\"TrafficType\": \"8\", \"conditional_percentile\": 9.0}, {\"TrafficType\": \"1\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"10\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"11\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"13\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"14\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"15\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"16\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"18\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"2\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"3\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"4\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"5\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"6\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"7\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"9\", \"conditional_percentile\": 7.0}, {\"TrafficType\": \"12\", \"conditional_percentile\": 3.0}, {\"TrafficType\": \"19\", \"conditional_percentile\": 3.0}], \"row_count_returned\": 19, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 57.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c5b4a9ed9a28a71a16201e87736f68cefcef6def --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:03:07.231928+00:00", + "ended_at": "2026-05-04T07:03:40.347976+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b4010aaab3184989", + "problem_id": "v2p_m6_77b4f7d37f197c5f", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b4010aaab3184989.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b4010aaab3184989", + "api_calls": 0, + "input_tokens": 46281, + "cached_input_tokens": 41728, + "output_tokens": 862, + "total_tokens": 47143, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 6099, + "estimated_output_tokens": 691, + "estimated_total_tokens": 6790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32985.0, + "sql_execution_elapsed_ms_total": 57.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b4010aaab3184989\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee78800bb36784d44fcd8472b5aa7ad78f502df3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4010aaab3184989/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T07:03:23.320293+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16062.04, "started_at": "2026-05-04T07:03:07.235410+00:00", "ended_at": "2026-05-04T07:03:23.297839+00:00", "prompt_metrics": {"chars": 10904, "bytes_utf8": 10904, "lines": 317, "estimated_tokens": 2892}, "response_metrics": {"chars": 1132, "bytes_utf8": 1132, "lines": 1, "estimated_tokens": 336}, "usage": {"input_tokens": 22983, "cached_input_tokens": 19840, "output_tokens": 412}, "stderr_preview": "2026-05-04T07:03:07.467227Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:09.872352Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4afe91ed61e57d8392e59d03e580b8bd5d0a6872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-0fe7-7a42-aa49-90f1b8e5f0fa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the planned Grouped Condition Rate template with group_col=\\\"Region\\\" and condition_col=\\\"VisitorType\\\", measuring the share of Returning_Visitor rows within each region.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22935,"cached_input_tokens":22400,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..40f90b1d39a0461919343722aa1a48bf5ec8442f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;","notes":"Uses the planned Grouped Condition Rate template with group_col=\"Region\" and condition_col=\"VisitorType\", measuring the share of Returning_Visitor rows within each region."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46cae9bd60843e5658605dfbd1c7ca44c9fe1204 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:11.481340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:13.972509Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:22.127244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dbccc0960a51959a92a2d04bbada60851df245b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=VisitorType. +Result preview: [{"Region": "4", "condition_rate": 0.8781725888324873}, {"Region": "3", "condition_rate": 0.8668331252600916}, {"Region": "7", "condition_rate": 0.8659658344283837}, {"Region": "2", "condition_rate": 0.8644366197183099}, {"Region": "1", "condition_rate": 0.8608786610878661}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b98071867195ce69adaa2a85038515f9f3cdd85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_b4b007be40dd524b +-- problem_id: v2p_m6_929f5a4b1b2cb7e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e767f6ce0eec35351eca8ae22e2e0f27635f3bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Region\", \"condition_rate\"], \"rows\": [{\"Region\": \"4\", \"condition_rate\": 0.8781725888324873}, {\"Region\": \"3\", \"condition_rate\": 0.8668331252600916}, {\"Region\": \"7\", \"condition_rate\": 0.8659658344283837}, {\"Region\": \"2\", \"condition_rate\": 0.8644366197183099}, {\"Region\": \"1\", \"condition_rate\": 0.8608786610878661}, {\"Region\": \"6\", \"condition_rate\": 0.8484472049689441}, {\"Region\": \"5\", \"condition_rate\": 0.8427672955974843}, {\"Region\": \"8\", \"condition_rate\": 0.8271889400921659}, {\"Region\": \"9\", \"condition_rate\": 0.7123287671232876}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5455676c8778f42da8249b75ffd7f00c1b593fc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:11.262619+00:00", + "ended_at": "2026-05-04T06:54:22.843560+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b4b007be40dd524b", + "problem_id": "v2p_m6_929f5a4b1b2cb7e9", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role focused_target_view. Focus on group_col=Region, condition_col=VisitorType.", + "bindings": { + "group_col": "Region", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b4b007be40dd524b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b4b007be40dd524b", + "api_calls": 0, + "input_tokens": 22935, + "cached_input_tokens": 22400, + "output_tokens": 151, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2844, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2945, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11523.93, + "sql_execution_elapsed_ms_total": 11.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b4b007be40dd524b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4427857b04d2f31a1464611378379426cb484c05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b4b007be40dd524b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:22.826538+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11523.93, "started_at": "2026-05-04T06:54:11.262619+00:00", "ended_at": "2026-05-04T06:54:22.796713+00:00", "prompt_metrics": {"chars": 10677, "bytes_utf8": 10677, "lines": 315, "estimated_tokens": 2844}, "response_metrics": {"chars": 421, "bytes_utf8": 421, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22935, "cached_input_tokens": 22400, "output_tokens": 151}, "stderr_preview": "2026-05-04T06:54:11.481340Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:13.972509Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "OperatingSystems", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d77198a0c7daf7050f0dd025c6d80a886d5e15b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-0d3b-7b61-8794-1d4f5751b80f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"OperatingSystems\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"OperatingSystems\\\"\\nLIMIT 12;\",\"notes\":\"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month and group_col_2=OperatingSystems. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22944,"cached_input_tokens":21888,"output_tokens":123}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5b02cb8d96e6360299656c0955721f1b11a32207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"OperatingSystems\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"OperatingSystems\"\nORDER BY support ASC, \"Month\", \"OperatingSystems\"\nLIMIT 12;","notes":"Used the required Pairwise Sparse Slice Count template with fixed bindings group_col=Month and group_col_2=OperatingSystems. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..46750e114d78f3af7daa06b9c8319de91d708fda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:52.247306Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:54.832224Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:01.975452Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b8bc863b1c157f5d13a0c08ac665431d2205a60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems. +Result preview: [{"Month": "Dec", "OperatingSystems": "5", "support": 1}, {"Month": "Jul", "OperatingSystems": "5", "support": 1}, {"Month": "June", "OperatingSystems": "8", "support": 1}, {"Month": "May", "OperatingSystems": "8", "support": 1}, {"Month": "Nov", "OperatingSystems": "7", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a67608ad0fb2b5130bc275d70f0af03f398128f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b59006990bed950c +-- problem_id: v2p_m6_ef7191d283f4c2c8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "OperatingSystems", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "OperatingSystems" +ORDER BY support ASC, "Month", "OperatingSystems" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99a438b54441f480e4d61f616f45a8ab5e4d6c58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"OperatingSystems\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"OperatingSystems\"\nORDER BY support ASC, \"Month\", \"OperatingSystems\"\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"OperatingSystems\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"OperatingSystems\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"OperatingSystems\\\"\\nLIMIT 12;\", \"columns\": [\"Month\", \"OperatingSystems\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"OperatingSystems\": \"5\", \"support\": 1}, {\"Month\": \"Jul\", \"OperatingSystems\": \"5\", \"support\": 1}, {\"Month\": \"June\", \"OperatingSystems\": \"8\", \"support\": 1}, {\"Month\": \"May\", \"OperatingSystems\": \"8\", \"support\": 1}, {\"Month\": \"Nov\", \"OperatingSystems\": \"7\", \"support\": 1}, {\"Month\": \"Sep\", \"OperatingSystems\": \"6\", \"support\": 1}, {\"Month\": \"Dec\", \"OperatingSystems\": \"6\", \"support\": 2}, {\"Month\": \"Mar\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"May\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"Nov\", \"OperatingSystems\": \"5\", \"support\": 2}, {\"Month\": \"Oct\", \"OperatingSystems\": \"7\", \"support\": 2}, {\"Month\": \"Sep\", \"OperatingSystems\": \"5\", \"support\": 2}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8c65a16339188a2b743653a53150a3499eb5af94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:37:52.046603+00:00", + "ended_at": "2026-05-04T07:38:02.921643+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b59006990bed950c", + "problem_id": "v2p_m6_ef7191d283f4c2c8", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=OperatingSystems.", + "bindings": { + "group_col": "Month", + "group_col_2": "OperatingSystems", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b59006990bed950c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b59006990bed950c", + "api_calls": 0, + "input_tokens": 22944, + "cached_input_tokens": 21888, + "output_tokens": 123, + "total_tokens": 23067, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2855, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2962, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10831.25, + "sql_execution_elapsed_ms_total": 11.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b59006990bed950c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb287c79da374140ca70b0204595d044c9214c33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b59006990bed950c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:02.901706+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10831.25, "started_at": "2026-05-04T07:37:52.050360+00:00", "ended_at": "2026-05-04T07:38:02.881666+00:00", "prompt_metrics": {"chars": 10576, "bytes_utf8": 10576, "lines": 312, "estimated_tokens": 2855}, "response_metrics": {"chars": 447, "bytes_utf8": 447, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22944, "cached_input_tokens": 21888, "output_tokens": 123}, "stderr_preview": "2026-05-04T07:37:52.247306Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:54.832224Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "item_col": "Administrative", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4299c2fd7764d821c4f3249e354bac4d8609bc5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-9495-70c3-bdd3-7911c261f426"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Region\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Region\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with bound roles group_col=\\\"OperatingSystems\\\", item_col=\\\"Administrative\\\", and measure_col=\\\"Region\\\". Cast \\\"Region\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22985,"cached_input_tokens":19840,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..603477502197a9f6d9fdf3217b418b0a42144804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"Administrative\",\n SUM(CAST(\"Region\" AS REAL)) AS total_measure,\n SUM(CAST(\"Region\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Region\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"Administrative\"\nORDER BY share_within_group DESC;","notes":"Used the required template with bound roles group_col=\"OperatingSystems\", item_col=\"Administrative\", and measure_col=\"Region\". Cast \"Region\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06146522fc29ec1b05826ad30114786553abf3f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:56.533671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:58.907969Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:06.958266Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2268458ccf9ad22299496ff9f487fe92918ba445 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Region. +Result preview: [{"OperatingSystems": "5", "Administrative": "0", "total_measure": 17.0, "share_within_group": 65.38461538461539}, {"OperatingSystems": "6", "Administrative": "0", "total_measure": 42.0, "share_within_group": 57.534246575342465}, {"OperatingSystems": "8", "Administrative": "0", "total_measure": 324.0, "share_within_group": 56.544502617801044}, {"OperatingSystems": "7", "Administrative": "0", "total_measure": 10.0, "share_within_group": 50.0}, {"OperatingSystems": "4", "Administrative": "0", "total_measure": 651.0, "share_within_group": 48.800599700149924}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c1f7aef63ea7087c7d1987acb45bbfa79b7bf8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b5d23f0fa27bd68b +-- problem_id: v2p_m6_1fb8722f0c544daf +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "Administrative", + SUM(CAST("Region" AS REAL)) AS total_measure, + SUM(CAST("Region" AS REAL)) * 100.0 / SUM(SUM(CAST("Region" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0e23fa3949ff0fdc60c7c22603f0825db5b0414 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"OperatingSystems\", \"Administrative\",\n SUM(CAST(\"Region\" AS REAL)) AS total_measure,\n SUM(CAST(\"Region\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Region\" AS REAL))) OVER (PARTITION BY \"OperatingSystems\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"OperatingSystems\", \"Administrative\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"OperatingSystems\\\", \\\"Administrative\\\",\\n SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Region\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Region\\\" AS REAL))) OVER (PARTITION BY \\\"OperatingSystems\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\", \\\"Administrative\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"OperatingSystems\", \"Administrative\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"OperatingSystems\": \"5\", \"Administrative\": \"0\", \"total_measure\": 17.0, \"share_within_group\": 65.38461538461539}, {\"OperatingSystems\": \"6\", \"Administrative\": \"0\", \"total_measure\": 42.0, \"share_within_group\": 57.534246575342465}, {\"OperatingSystems\": \"8\", \"Administrative\": \"0\", \"total_measure\": 324.0, \"share_within_group\": 56.544502617801044}, {\"OperatingSystems\": \"7\", \"Administrative\": \"0\", \"total_measure\": 10.0, \"share_within_group\": 50.0}, {\"OperatingSystems\": \"4\", \"Administrative\": \"0\", \"total_measure\": 651.0, \"share_within_group\": 48.800599700149924}, {\"OperatingSystems\": \"1\", \"Administrative\": \"0\", \"total_measure\": 3631.0, \"share_within_group\": 47.557301899148655}, {\"OperatingSystems\": \"3\", \"Administrative\": \"0\", \"total_measure\": 3684.0, \"share_within_group\": 46.38046078307944}, {\"OperatingSystems\": \"2\", \"Administrative\": \"0\", \"total_measure\": 9661.0, \"share_within_group\": 45.564306937697495}, {\"OperatingSystems\": \"5\", \"Administrative\": \"1\", \"total_measure\": 8.0, \"share_within_group\": 30.76923076923077}, {\"OperatingSystems\": \"7\", \"Administrative\": \"3\", \"total_measure\": 6.0, \"share_within_group\": 30.0}, {\"OperatingSystems\": \"6\", \"Administrative\": \"1\", \"total_measure\": 9.0, \"share_within_group\": 12.32876712328767}, {\"OperatingSystems\": \"2\", \"Administrative\": \"1\", \"total_measure\": 2392.0, \"share_within_group\": 11.281422440220723}, {\"OperatingSystems\": \"1\", \"Administrative\": \"1\", \"total_measure\": 833.0, \"share_within_group\": 10.910281597904389}, {\"OperatingSystems\": \"7\", \"Administrative\": \"17\", \"total_measure\": 2.0, \"share_within_group\": 10.0}, {\"OperatingSystems\": \"3\", \"Administrative\": \"1\", \"total_measure\": 794.0, \"share_within_group\": 9.996223089512778}, {\"OperatingSystems\": \"3\", \"Administrative\": \"2\", \"total_measure\": 790.0, \"share_within_group\": 9.945864283016492}, {\"OperatingSystems\": \"8\", \"Administrative\": \"1\", \"total_measure\": 56.0, \"share_within_group\": 9.773123909249565}, {\"OperatingSystems\": \"2\", \"Administrative\": \"2\", \"total_measure\": 1998.0, \"share_within_group\": 9.423194830920153}, {\"OperatingSystems\": \"1\", \"Administrative\": \"2\", \"total_measure\": 718.0, \"share_within_group\": 9.404060248853963}, {\"OperatingSystems\": \"4\", \"Administrative\": \"2\", \"total_measure\": 116.0, \"share_within_group\": 8.695652173913043}, {\"OperatingSystems\": \"4\", \"Administrative\": \"1\", \"total_measure\": 113.0, \"share_within_group\": 8.470764617691154}, {\"OperatingSystems\": \"8\", \"Administrative\": \"3\", \"total_measure\": 46.0, \"share_within_group\": 8.027923211169284}, {\"OperatingSystems\": \"8\", \"Administrative\": \"5\", \"total_measure\": 46.0, \"share_within_group\": 8.027923211169284}, {\"OperatingSystems\": \"2\", \"Administrative\": \"3\", \"total_measure\": 1626.0, \"share_within_group\": 7.668726123661746}, {\"OperatingSystems\": \"3\", \"Administrative\": \"3\", \"total_measure\": 600.0, \"share_within_group\": 7.553820974442906}, {\"OperatingSystems\": \"1\", \"Administrative\": \"3\", \"total_measure\": 547.0, \"share_within_group\": 7.164374590700721}, {\"OperatingSystems\": \"6\", \"Administrative\": \"3\", \"total_measure\": 5.0, \"share_within_group\": 6.8493150684931505}, {\"OperatingSystems\": \"4\", \"Administrative\": \"5\", \"total_measure\": 91.0, \"share_within_group\": 6.821589205397301}, {\"OperatingSystems\": \"1\", \"Administrative\": \"4\", \"total_measure\": 518.0, \"share_within_group\": 6.7845448592010476}, {\"OperatingSystems\": \"3\", \"Administrative\": \"4\", \"total_measure\": 515.0, \"share_within_group\": 6.483696336396827}, {\"OperatingSystems\": \"2\", \"Administrative\": \"4\", \"total_measure\": 1335.0, \"share_within_group\": 6.29627882846767}, {\"OperatingSystems\": \"8\", \"Administrative\": \"6\", \"total_measure\": 36.0, \"share_within_group\": 6.282722513089006}, {\"OperatingSystems\": \"4\", \"Administrative\": \"4\", \"total_measure\": 81.0, \"share_within_group\": 6.071964017991005}, {\"OperatingSystems\": \"6\", \"Administrative\": \"5\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"6\", \"Administrative\": \"6\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"6\", \"Administrative\": \"8\", \"total_measure\": 4.0, \"share_within_group\": 5.47945205479452}, {\"OperatingSystems\": \"4\", \"Administrative\": \"3\", \"total_measure\": 69.0, \"share_within_group\": 5.172413793103448}, {\"OperatingSystems\": \"2\", \"Administrative\": \"5\", \"total_measure\": 1090.0, \"share_within_group\": 5.140781964816299}, {\"OperatingSystems\": \"7\", \"Administrative\": \"1\", \"total_measure\": 1.0, \"share_within_group\": 5.0}, {\"OperatingSystems\": \"7\", \"Administrative\": \"4\", \"total_measure\": 1.0, \"share_within_group\": 5.0}, {\"OperatingSystems\": \"3\", \"Administrative\": \"5\", \"total_measure\": 396.0, \"share_within_group\": 4.985521843132318}, {\"OperatingSystems\": \"8\", \"Administrative\": \"2\", \"total_measure\": 28.0, \"share_within_group\": 4.886561954624782}, {\"OperatingSystems\": \"6\", \"Administrative\": \"4\", \"total_measure\": 3.0, \"share_within_group\": 4.109589041095891}, {\"OperatingSystems\": \"4\", \"Administrative\": \"6\", \"total_measure\": 53.0, \"share_within_group\": 3.973013493253373}, {\"OperatingSystems\": \"4\", \"Administrative\": \"8\", \"total_measure\": 52.0, \"share_within_group\": 3.898050974512744}, {\"OperatingSystems\": \"5\", \"Administrative\": \"3\", \"total_measure\": 1.0, \"share_within_group\": 3.8461538461538463}, {\"OperatingSystems\": \"1\", \"Administrative\": \"5\", \"total_measure\": 292.0, \"share_within_group\": 3.8244924688932547}, {\"OperatingSystems\": \"2\", \"Administrative\": \"6\", \"total_measure\": 769.0, \"share_within_group\": 3.6268452577465453}, {\"OperatingSystems\": \"3\", \"Administrative\": \"6\", \"total_measure\": 282.0, \"share_within_group\": 3.5502958579881656}, {\"OperatingSystems\": \"8\", \"Administrative\": \"4\", \"total_measure\": 19.0, \"share_within_group\": 3.3158813263525304}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d6ac7742b37a17de85443cb10968afa730b9f5aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:56:56.343920+00:00", + "ended_at": "2026-05-04T06:57:07.961558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b5d23f0fa27bd68b", + "problem_id": "v2p_m6_1fb8722f0c544daf", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=Region.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "Region", + "item_col": "Administrative", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b5d23f0fa27bd68b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b5d23f0fa27bd68b", + "api_calls": 0, + "input_tokens": 22985, + "cached_input_tokens": 19840, + "output_tokens": 190, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2894, + "estimated_output_tokens": 150, + "estimated_total_tokens": 3044, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11574.81, + "sql_execution_elapsed_ms_total": 14.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b5d23f0fa27bd68b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37e2e5baa4dfabcad26c4ab7b95c4f1769fd20ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b5d23f0fa27bd68b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:07.940093+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11574.81, "started_at": "2026-05-04T06:56:56.343920+00:00", "ended_at": "2026-05-04T06:57:07.921933+00:00", "prompt_metrics": {"chars": 10822, "bytes_utf8": 10822, "lines": 314, "estimated_tokens": 2894}, "response_metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22985, "cached_input_tokens": 19840, "output_tokens": 190}, "stderr_preview": "2026-05-04T06:56:56.533671Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:58.907969Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Browser.", + "planned_template_id": "tpl_c2_filtered_group_count_2d", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Browser", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a853fa9be05ac54a8a325be40b5adb9ae7c9c0ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c1-224d-77d3-81bd-645bf62bc989"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Administrative\\\", \\\"Browser\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group columns \\\"Administrative\\\" and \\\"Browser\\\". Cast \\\"ProductRelated\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22961,"cached_input_tokens":19840,"output_tokens":205}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd6fdd152f31e7e1e78e14bc5c534279244ec739 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Administrative\", \"Browser\"\nORDER BY row_count DESC;","notes":"Used the planned filtered two-dimensional group count template with group columns \"Administrative\" and \"Browser\". Cast \"ProductRelated\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44402a895f4863e4930d5701a3400daf36e9c22e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:50:59.590476Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:51:02.065700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:51:11.925180Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9daafe22f67f68a35f7150d8b3a9255f74f8f25a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Browser. +Result preview: [{"Administrative": "0", "Browser": "2", "row_count": 493}, {"Administrative": "1", "Browser": "2", "row_count": 255}, {"Administrative": "2", "Browser": "2", "row_count": 191}, {"Administrative": "5", "Browser": "2", "row_count": 171}, {"Administrative": "4", "Browser": "2", "row_count": 169}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdfd54e91cee027673d6a024bdcf233abbd45146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b7e0bb5c5883889e +-- problem_id: v2p_m6_60f945b8dbaba48e +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Browser", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Administrative", "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06fd1fa2e8775f1883a69745f7fab5b10ed951ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_c2_filtered_group_count_2d\nSELECT \"Administrative\", \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Administrative\", \"Browser\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_c2_filtered_group_count_2d\\nSELECT \\\"Administrative\\\", \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Administrative\\\", \\\"Browser\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Administrative\", \"Browser\", \"row_count\"], \"rows\": [{\"Administrative\": \"0\", \"Browser\": \"2\", \"row_count\": 493}, {\"Administrative\": \"1\", \"Browser\": \"2\", \"row_count\": 255}, {\"Administrative\": \"2\", \"Browser\": \"2\", \"row_count\": 191}, {\"Administrative\": \"5\", \"Browser\": \"2\", \"row_count\": 171}, {\"Administrative\": \"4\", \"Browser\": \"2\", \"row_count\": 169}, {\"Administrative\": \"3\", \"Browser\": \"2\", \"row_count\": 166}, {\"Administrative\": \"6\", \"Browser\": \"2\", \"row_count\": 133}, {\"Administrative\": \"7\", \"Browser\": \"2\", \"row_count\": 123}, {\"Administrative\": \"0\", \"Browser\": \"1\", \"row_count\": 106}, {\"Administrative\": \"9\", \"Browser\": \"2\", \"row_count\": 99}, {\"Administrative\": \"8\", \"Browser\": \"2\", \"row_count\": 98}, {\"Administrative\": \"10\", \"Browser\": \"2\", \"row_count\": 76}, {\"Administrative\": \"11\", \"Browser\": \"2\", \"row_count\": 57}, {\"Administrative\": \"0\", \"Browser\": \"4\", \"row_count\": 54}, {\"Administrative\": \"1\", \"Browser\": \"1\", \"row_count\": 49}, {\"Administrative\": \"2\", \"Browser\": \"1\", \"row_count\": 46}, {\"Administrative\": \"12\", \"Browser\": \"2\", \"row_count\": 44}, {\"Administrative\": \"4\", \"Browser\": \"1\", \"row_count\": 39}, {\"Administrative\": \"3\", \"Browser\": \"1\", \"row_count\": 32}, {\"Administrative\": \"6\", \"Browser\": \"1\", \"row_count\": 30}, {\"Administrative\": \"8\", \"Browser\": \"1\", \"row_count\": 30}, {\"Administrative\": \"0\", \"Browser\": \"5\", \"row_count\": 28}, {\"Administrative\": \"13\", \"Browser\": \"2\", \"row_count\": 28}, {\"Administrative\": \"5\", \"Browser\": \"1\", \"row_count\": 27}, {\"Administrative\": \"7\", \"Browser\": \"1\", \"row_count\": 25}, {\"Administrative\": \"15\", \"Browser\": \"2\", \"row_count\": 24}, {\"Administrative\": \"14\", \"Browser\": \"2\", \"row_count\": 21}, {\"Administrative\": \"9\", \"Browser\": \"1\", \"row_count\": 21}, {\"Administrative\": \"0\", \"Browser\": \"6\", \"row_count\": 20}, {\"Administrative\": \"11\", \"Browser\": \"1\", \"row_count\": 18}, {\"Administrative\": \"2\", \"Browser\": \"4\", \"row_count\": 17}, {\"Administrative\": \"1\", \"Browser\": \"4\", \"row_count\": 16}, {\"Administrative\": \"16\", \"Browser\": \"2\", \"row_count\": 16}, {\"Administrative\": \"4\", \"Browser\": \"5\", \"row_count\": 16}, {\"Administrative\": \"3\", \"Browser\": \"4\", \"row_count\": 15}, {\"Administrative\": \"5\", \"Browser\": \"4\", \"row_count\": 15}, {\"Administrative\": \"4\", \"Browser\": \"4\", \"row_count\": 14}, {\"Administrative\": \"10\", \"Browser\": \"1\", \"row_count\": 13}, {\"Administrative\": \"6\", \"Browser\": \"4\", \"row_count\": 13}, {\"Administrative\": \"12\", \"Browser\": \"1\", \"row_count\": 12}, {\"Administrative\": \"17\", \"Browser\": \"2\", \"row_count\": 12}, {\"Administrative\": \"2\", \"Browser\": \"5\", \"row_count\": 12}, {\"Administrative\": \"8\", \"Browser\": \"4\", \"row_count\": 11}, {\"Administrative\": \"1\", \"Browser\": \"5\", \"row_count\": 10}, {\"Administrative\": \"18\", \"Browser\": \"2\", \"row_count\": 10}, {\"Administrative\": \"3\", \"Browser\": \"5\", \"row_count\": 10}, {\"Administrative\": \"7\", \"Browser\": \"5\", \"row_count\": 10}, {\"Administrative\": \"13\", \"Browser\": \"1\", \"row_count\": 9}, {\"Administrative\": \"6\", \"Browser\": \"5\", \"row_count\": 8}, {\"Administrative\": \"0\", \"Browser\": \"10\", \"row_count\": 7}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..46e362cb0df810c33eeb080b69df7e9fe55ba791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:50:59.383784+00:00", + "ended_at": "2026-05-04T06:51:12.794525+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b7e0bb5c5883889e", + "problem_id": "v2p_m6_60f945b8dbaba48e", + "dataset_id": "m6", + "template_id": "tpl_c2_filtered_group_count_2d", + "template_name": "Filtered Two-Dimensional Group Count", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Two-Dimensional Group Count to probe slice_level_consistency with semantic role count_distribution. Focus on group_col=Administrative, group_col_2=Browser.", + "bindings": { + "group_col": "Administrative", + "group_col_2": "Browser", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2}, COUNT(*) AS row_count\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}, {group_col_2}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b7e0bb5c5883889e.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7e0bb5c5883889e", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23166, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13370.49, + "sql_execution_elapsed_ms_total": 6.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b7e0bb5c5883889e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f13d083ed51c96401413d8973346dbc088367e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:51:12.780744+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13370.49, "started_at": "2026-05-04T06:50:59.391165+00:00", "ended_at": "2026-05-04T06:51:12.762432+00:00", "prompt_metrics": {"chars": 10725, "bytes_utf8": 10725, "lines": 316, "estimated_tokens": 2870}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22961, "cached_input_tokens": 19840, "output_tokens": 205}, "stderr_preview": "2026-05-04T06:50:59.590476Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:51:02.065700Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"Administrative\\\", \\\"Browser\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned filtered two-dimensional group count template with group columns \\\"Administrative\\\" and \\\"Browser\\\". Cast \\\"ProductRelated\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6b5d6b9d5bcfbe17db7f681ec4533851a71b5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7e0bb5c5883889e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7e0bb5c5883889e", + "api_calls": 0, + "input_tokens": 22961, + "cached_input_tokens": 19840, + "output_tokens": 205, + "total_tokens": 23166, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2870, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2975, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13370.49, + "sql_execution_elapsed_ms_total": 6.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b7e0bb5c5883889e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7062b29b05138f3d5d16ee17dac23a89aedc9f30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10560, "bytes_utf8": 10560, "lines": 312, "estimated_tokens": 2854}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22943, "cached_input_tokens": 21888, "output_tokens": 125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..12252439736d1ddb2e9556e00fe83b114263c93c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7ed5940f2b1d537", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 23068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12472.86, + "sql_execution_elapsed_ms_total": 16.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b7ed5940f2b1d537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e0597ce5528939dde0abcc1c6a130b3d2bf1740f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:16.736621+00:00", + "ended_at": "2026-05-04T07:38:29.209396+00:00", + "elapsed_ms": 12472.86, + "prompt_metrics": { + "chars": 10560, + "bytes_utf8": 10560, + "lines": 312, + "estimated_tokens": 2854 + }, + "stdout_metrics": { + "chars": 754, + "bytes_utf8": 754, + "lines": 4, + "estimated_tokens": 220 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 422, + "bytes_utf8": 422, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..87a1b4aba06ea0a42dfed93ab1e22c465b816393 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3d548a4f489ebecf9864209841b151d9d973723 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-6d9b-7b41-b33a-44c0a10050aa"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 18;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=18. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22943,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9117287768766462fa82cdc1d2c417016ce2cf4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 18;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=Month, group_col_2=Browser, and top_k=18. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0b41adffe8ef7e6b1e449e2665cc18e4327a20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:16.907311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:19.291001Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:28.159894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c6dd3597d0c2b094e7d08adf5ceb6679b673c660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser. +Result preview: [{"Month": "Dec", "Browser": "11", "support": 1}, {"Month": "Feb", "Browser": "7", "support": 1}, {"Month": "Jul", "Browser": "11", "support": 1}, {"Month": "Jul", "Browser": "12", "support": 1}, {"Month": "June", "Browser": "13", "support": 1}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5502d6ef4c29a9a1900ae3af6e75786b2747cf3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b7ed5940f2b1d537 +-- problem_id: v2p_m6_1c0842457c8bdd13 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c19b59f9a996114bc64fb74225e9449d58ed01ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"Month\",\n \"Browser\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"Month\", \"Browser\"\nORDER BY support ASC, \"Month\", \"Browser\"\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"Month\\\",\\n \\\"Browser\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"Browser\\\"\\nORDER BY support ASC, \\\"Month\\\", \\\"Browser\\\"\\nLIMIT 18;\", \"columns\": [\"Month\", \"Browser\", \"support\"], \"rows\": [{\"Month\": \"Dec\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Feb\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"11\", \"support\": 1}, {\"Month\": \"Jul\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"13\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"June\", \"Browser\": \"7\", \"support\": 1}, {\"Month\": \"Mar\", \"Browser\": \"9\", \"support\": 1}, {\"Month\": \"May\", \"Browser\": \"12\", \"support\": 1}, {\"Month\": \"Oct\", \"Browser\": \"3\", \"support\": 1}, {\"Month\": \"Aug\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"June\", \"Browser\": \"6\", \"support\": 2}, {\"Month\": \"Nov\", \"Browser\": \"11\", \"support\": 2}, {\"Month\": \"Oct\", \"Browser\": \"7\", \"support\": 2}, {\"Month\": \"Sep\", \"Browser\": \"11\", \"support\": 2}, {\"Month\": \"Sep\", \"Browser\": \"3\", \"support\": 2}, {\"Month\": \"Aug\", \"Browser\": \"3\", \"support\": 3}, {\"Month\": \"Jul\", \"Browser\": \"6\", \"support\": 3}], \"row_count_returned\": 18, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 16.29}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5dcb39d465e32f37c03667580689a280610988b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:16.733005+00:00", + "ended_at": "2026-05-04T07:38:29.266140+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b7ed5940f2b1d537", + "problem_id": "v2p_m6_1c0842457c8bdd13", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=Browser.", + "bindings": { + "group_col": "Month", + "group_col_2": "Browser", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b7ed5940f2b1d537.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b7ed5940f2b1d537", + "api_calls": 0, + "input_tokens": 22943, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 23068, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2854, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2963, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12472.86, + "sql_execution_elapsed_ms_total": 16.29, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b7ed5940f2b1d537\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f1a1a52534333f98a19348c442b64df1a4c8ff3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b7ed5940f2b1d537/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:29.238206+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12472.86, "started_at": "2026-05-04T07:38:16.736621+00:00", "ended_at": "2026-05-04T07:38:29.209396+00:00", "prompt_metrics": {"chars": 10560, "bytes_utf8": 10560, "lines": 312, "estimated_tokens": 2854}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22943, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:38:16.907311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:19.291001Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e02dd082f21752774a5984f0c3fa97b06c7a3dc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_b856610292c22fe1\n-- problem_id: v2p_m6_7186f2213a3c5861\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative_Duration\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_b856610292c22fe1\\n-- problem_id: v2p_m6_7186f2213a3c5861\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative_Duration\": \"0\", \"support\": 5903, \"avg_response\": 10.09466826796595}, {\"Administrative_Duration\": \"4\", \"support\": 56, \"avg_response\": 10.148809523214286}, {\"Administrative_Duration\": \"5\", \"support\": 53, \"avg_response\": 13.86320754716981}, {\"Administrative_Duration\": \"7\", \"support\": 45, \"avg_response\": 29.39629629711111}, {\"Administrative_Duration\": \"11\", \"support\": 42, \"avg_response\": 6.156746030952381}, {\"Administrative_Duration\": \"6\", \"support\": 41, \"avg_response\": 1.3902439024390243}, {\"Administrative_Duration\": \"14\", \"support\": 37, \"avg_response\": 6.918918918918919}, {\"Administrative_Duration\": \"9\", \"support\": 35, \"avg_response\": 14.428571428571429}, {\"Administrative_Duration\": \"15\", \"support\": 33, \"avg_response\": 5.636363636363637}, {\"Administrative_Duration\": \"10\", \"support\": 32, \"avg_response\": 38.6020833334375}, {\"Administrative_Duration\": \"13\", \"support\": 29, \"avg_response\": 19.103448275862068}, {\"Administrative_Duration\": \"19\", \"support\": 29, \"avg_response\": 4.517241379310345}, {\"Administrative_Duration\": \"21\", \"support\": 28, \"avg_response\": 43.117559525}, {\"Administrative_Duration\": \"12\", \"support\": 28, \"avg_response\": 3.0535714285714284}, {\"Administrative_Duration\": \"3\", \"support\": 26, \"avg_response\": 80.7371795}, {\"Administrative_Duration\": \"8\", \"support\": 26, \"avg_response\": 38.616666666538464}, {\"Administrative_Duration\": \"20\", \"support\": 26, \"avg_response\": 22.76923076923077}, {\"Administrative_Duration\": \"18\", \"support\": 26, \"avg_response\": 7.269230769230769}, {\"Administrative_Duration\": \"17\", \"support\": 25, \"avg_response\": 56.59}, {\"Administrative_Duration\": \"23\", \"support\": 24, \"avg_response\": 26.96944444458333}, {\"Administrative_Duration\": \"37\", \"support\": 24, \"avg_response\": 1.7916666666666667}, {\"Administrative_Duration\": \"26\", \"support\": 20, \"avg_response\": 11.741666665}, {\"Administrative_Duration\": \"33\", \"support\": 20, \"avg_response\": 6.075}, {\"Administrative_Duration\": \"34\", \"support\": 19, \"avg_response\": 85.6842105263158}, {\"Administrative_Duration\": \"32\", \"support\": 19, \"avg_response\": 67.13157894736842}, {\"Administrative_Duration\": \"16\", \"support\": 19, \"avg_response\": 44.129385963157894}, {\"Administrative_Duration\": \"47\", \"support\": 19, \"avg_response\": 7.973684210526316}, {\"Administrative_Duration\": \"36\", \"support\": 18, \"avg_response\": 72.77777777777777}, {\"Administrative_Duration\": \"28\", \"support\": 18, \"avg_response\": 23.46296296277778}, {\"Administrative_Duration\": \"29\", \"support\": 18, \"avg_response\": 18.22222222222222}, {\"Administrative_Duration\": \"38\", \"support\": 17, \"avg_response\": 55.588235294117645}, {\"Administrative_Duration\": \"30\", \"support\": 17, \"avg_response\": 19.764705882352942}, {\"Administrative_Duration\": \"42\", \"support\": 17, \"avg_response\": 12.352941176470589}, {\"Administrative_Duration\": \"45\", \"support\": 17, \"avg_response\": 10.205882352941176}, {\"Administrative_Duration\": \"44\", \"support\": 16, \"avg_response\": 105.5625}, {\"Administrative_Duration\": \"60\", \"support\": 16, \"avg_response\": 44.333333333125}, {\"Administrative_Duration\": \"63\", \"support\": 16, \"avg_response\": 13.765625}, {\"Administrative_Duration\": \"22\", \"support\": 16, \"avg_response\": 12.4375}, {\"Administrative_Duration\": \"27\", \"support\": 16, \"avg_response\": 3.9375}, {\"Administrative_Duration\": \"91\", \"support\": 15, \"avg_response\": 120.52}, {\"Administrative_Duration\": \"2\", \"support\": 15, \"avg_response\": 61.655555553333336}, {\"Administrative_Duration\": \"23.2\", \"support\": 15, \"avg_response\": 4.906666666666666}, {\"Administrative_Duration\": \"40\", \"support\": 14, \"avg_response\": 48.654761905}, {\"Administrative_Duration\": \"75\", \"support\": 14, \"avg_response\": 42.654761907142856}, {\"Administrative_Duration\": \"24\", \"support\": 14, \"avg_response\": 31.178571428571427}, {\"Administrative_Duration\": \"57\", \"support\": 14, \"avg_response\": 26.464285714285715}, {\"Administrative_Duration\": \"55\", \"support\": 14, \"avg_response\": 9.232142857142858}, {\"Administrative_Duration\": \"52\", \"support\": 14, \"avg_response\": 3.476190476428571}, {\"Administrative_Duration\": \"54.5\", \"support\": 13, \"avg_response\": 49.30769230769231}, {\"Administrative_Duration\": \"67.5\", \"support\": 13, \"avg_response\": 26.553846153846152}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 9.95}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40cbcdbd7419153959c44f03f3f9c7b4ddafb0ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.649112+00:00", + "ended_at": "2026-05-04T07:38:29.663232+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b856610292c22fe1", + "problem_id": "v2p_m6_7186f2213a3c5861", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=Administrative_Duration.", + "bindings": { + "key_col": "Administrative_Duration", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b856610292c22fe1.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b856610292c22fe1/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f9cb4a13704cd2492f82538df58c88b0db9e568 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10606, "bytes_utf8": 10606, "lines": 312, "estimated_tokens": 2821}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 940, "bytes_utf8": 940, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22912, "cached_input_tokens": 22400, "output_tokens": 452}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..20b1a22c91be08675efa5aa681850de8c4e3f808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b8e416009caa1a46", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 452, + "total_tokens": 23364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3082, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20857.2, + "sql_execution_elapsed_ms_total": 44.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b8e416009caa1a46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cc7a9707c8758afb2c0d589cd68488f0a6ab2ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:26:27.515819+00:00", + "ended_at": "2026-05-04T07:26:48.372977+00:00", + "elapsed_ms": 20857.2, + "prompt_metrics": { + "chars": 10606, + "bytes_utf8": 10606, + "lines": 312, + "estimated_tokens": 2821 + }, + "stdout_metrics": { + "chars": 1350, + "bytes_utf8": 1350, + "lines": 4, + "estimated_tokens": 417 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 940, + "bytes_utf8": 940, + "lines": 1, + "estimated_tokens": 261 + }, + "usage": { + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 452 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e8a623f708612915e8741ef22931237c9680828 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..88782eaa5cc2f6421637c8a041dd65d92b7ef427 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e1-a81e-7380-be13-ca7cd328bb9b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions and casts the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22912,"cached_input_tokens":22400,"output_tokens":452}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa1d52c20b67df21a4bb8e52cdd6e53aa4853175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"SpecialDay\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"SpecialDay\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank 90th percentile approximation with window functions and casts the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd0f898817c8d086ac376c074b2fe628e62cdbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:26:31.057491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:26:33.461019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:26:47.205320Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d70f85bc21d27539a292049bad44828e71cb7ea5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration. +Result preview: [{"SpecialDay": "0", "percentile_measure": 80.0}, {"SpecialDay": "0.2", "percentile_measure": 49.5}, {"SpecialDay": "0.4", "percentile_measure": 48.0}, {"SpecialDay": "1", "percentile_measure": 20.0}, {"SpecialDay": "0.6", "percentile_measure": 14.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1409a6755ec6b644759d1b9edb3fe5d31bfcfa37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_b8e416009caa1a46 +-- problem_id: v2p_m6_b7a2658a12f719ca +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "SpecialDay", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "SpecialDay", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f926f99720584b7c0be3ab0b9a566e65288ba738 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"SpecialDay\",\n CAST(\"Informational_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"SpecialDay\"\n ORDER BY CAST(\"Informational_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"SpecialDay\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Informational_Duration\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"SpecialDay\",\n \"measure_value\" AS \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST((0.9 * \"cnt\") + 0.999999999 AS INTEGER)\n)\nSELECT\n \"SpecialDay\",\n \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n CAST(\\\"Informational_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ORDER BY CAST(\\\"Informational_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"SpecialDay\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Informational_Duration\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"SpecialDay\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST((0.9 * \\\"cnt\\\") + 0.999999999 AS INTEGER)\\n)\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"SpecialDay\", \"percentile_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"percentile_measure\": 80.0}, {\"SpecialDay\": \"0.2\", \"percentile_measure\": 49.5}, {\"SpecialDay\": \"0.4\", \"percentile_measure\": 48.0}, {\"SpecialDay\": \"1\", \"percentile_measure\": 20.0}, {\"SpecialDay\": \"0.6\", \"percentile_measure\": 14.0}, {\"SpecialDay\": \"0.8\", \"percentile_measure\": 11.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..61d85a51ea8f177629f50164aab764205aabaac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:26:27.511470+00:00", + "ended_at": "2026-05-04T07:26:48.445618+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b8e416009caa1a46", + "problem_id": "v2p_m6_b7a2658a12f719ca", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=SpecialDay, measure_col=Informational_Duration.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Informational_Duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b8e416009caa1a46.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b8e416009caa1a46", + "api_calls": 0, + "input_tokens": 22912, + "cached_input_tokens": 22400, + "output_tokens": 452, + "total_tokens": 23364, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 261, + "estimated_total_tokens": 3082, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20857.2, + "sql_execution_elapsed_ms_total": 44.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b8e416009caa1a46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2fd64a7021114b053928899191eff03ea421694a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b8e416009caa1a46/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:26:48.393198+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20857.2, "started_at": "2026-05-04T07:26:27.515819+00:00", "ended_at": "2026-05-04T07:26:48.372977+00:00", "prompt_metrics": {"chars": 10606, "bytes_utf8": 10606, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 940, "bytes_utf8": 940, "lines": 1, "estimated_tokens": 261}, "usage": {"input_tokens": 22912, "cached_input_tokens": 22400, "output_tokens": 452}, "stderr_preview": "2026-05-04T07:26:31.057491Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:26:33.461019Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=Administrative.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "item_col": "Informational_Duration", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ed5b1886137a9ca01b1c0d9b37f26b3aaa36e798 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-5bed-7660-b88f-c21e6956d245"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the planned template with group_col=\\\"Region\\\", item_col=\\\"Informational_Duration\\\", and measure_col=\\\"Administrative\\\". Cast \\\"Administrative\\\" to REAL because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":19840,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b6201301b3f24ae41e33e1718162df6e7245db1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"Informational_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"Informational_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the planned template with group_col=\"Region\", item_col=\"Informational_Duration\", and measure_col=\"Administrative\". Cast \"Administrative\" to REAL because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..19261a9da5ec4ade0b29813c523e944b803abe89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:47.573181Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:50.017058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:59.822457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c6775760c24306a774a3beb540d9f20259e8b48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=Administrative. +Result preview: [{"Region": "8", "Informational_Duration": "0", "total_measure": 719.0, "share_within_group": 66.75951717734448}, {"Region": "5", "Informational_Duration": "0", "total_measure": 502.0, "share_within_group": 64.11238825031928}, {"Region": "9", "Informational_Duration": "0", "total_measure": 645.0, "share_within_group": 61.37012369172217}, {"Region": "6", "Informational_Duration": "0", "total_measure": 1005.0, "share_within_group": 60.725075528700906}, {"Region": "4", "Informational_Duration": "0", "total_measure": 1631.0, "share_within_group": 59.91917707567965}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd59a83d9e48ddd382e1025e97c696b3c8626a95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b94ca609e7d73b46 +-- problem_id: v2p_m6_fc081acf1aaf498e +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Informational_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f13171edd24a82dd0ab42de0654704d9a83c1560 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Region\", \"Informational_Duration\",\n SUM(CAST(\"Administrative\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative\" AS REAL))) OVER (PARTITION BY \"Region\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Region\", \"Informational_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Region\\\", \\\"Informational_Duration\\\",\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative\\\" AS REAL))) OVER (PARTITION BY \\\"Region\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\", \\\"Informational_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Region\", \"Informational_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Region\": \"8\", \"Informational_Duration\": \"0\", \"total_measure\": 719.0, \"share_within_group\": 66.75951717734448}, {\"Region\": \"5\", \"Informational_Duration\": \"0\", \"total_measure\": 502.0, \"share_within_group\": 64.11238825031928}, {\"Region\": \"9\", \"Informational_Duration\": \"0\", \"total_measure\": 645.0, \"share_within_group\": 61.37012369172217}, {\"Region\": \"6\", \"Informational_Duration\": \"0\", \"total_measure\": 1005.0, \"share_within_group\": 60.725075528700906}, {\"Region\": \"4\", \"Informational_Duration\": \"0\", \"total_measure\": 1631.0, \"share_within_group\": 59.91917707567965}, {\"Region\": \"7\", \"Informational_Duration\": \"0\", \"total_measure\": 1071.0, \"share_within_group\": 59.765625}, {\"Region\": \"2\", \"Informational_Duration\": \"0\", \"total_measure\": 1626.0, \"share_within_group\": 59.53863053826437}, {\"Region\": \"3\", \"Informational_Duration\": \"0\", \"total_measure\": 3494.0, \"share_within_group\": 59.44198707043212}, {\"Region\": \"1\", \"Informational_Duration\": \"0\", \"total_measure\": 6297.0, \"share_within_group\": 57.999447361149485}, {\"Region\": \"5\", \"Informational_Duration\": \"625.5\", \"total_measure\": 24.0, \"share_within_group\": 3.0651340996168583}, {\"Region\": \"9\", \"Informational_Duration\": \"11\", \"total_measure\": 27.0, \"share_within_group\": 2.5689819219790677}, {\"Region\": \"5\", \"Informational_Duration\": \"18\", \"total_measure\": 15.0, \"share_within_group\": 1.9157088122605364}, {\"Region\": \"9\", \"Informational_Duration\": \"51.4\", \"total_measure\": 19.0, \"share_within_group\": 1.8078020932445291}, {\"Region\": \"5\", \"Informational_Duration\": \"3\", \"total_measure\": 13.0, \"share_within_group\": 1.6602809706257982}, {\"Region\": \"5\", \"Informational_Duration\": \"85\", \"total_measure\": 13.0, \"share_within_group\": 1.6602809706257982}, {\"Region\": \"6\", \"Informational_Duration\": \"28\", \"total_measure\": 25.0, \"share_within_group\": 1.5105740181268883}, {\"Region\": \"8\", \"Informational_Duration\": \"199.4\", \"total_measure\": 16.0, \"share_within_group\": 1.4856081708449396}, {\"Region\": \"5\", \"Informational_Duration\": \"109.8\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"5\", \"Informational_Duration\": \"6\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"5\", \"Informational_Duration\": \"70\", \"total_measure\": 11.0, \"share_within_group\": 1.40485312899106}, {\"Region\": \"8\", \"Informational_Duration\": \"48.35\", \"total_measure\": 15.0, \"share_within_group\": 1.392757660167131}, {\"Region\": \"9\", \"Informational_Duration\": \"449.3333333\", \"total_measure\": 14.0, \"share_within_group\": 1.3320647002854424}, {\"Region\": \"7\", \"Informational_Duration\": \"12\", \"total_measure\": 23.0, \"share_within_group\": 1.2834821428571428}, {\"Region\": \"5\", \"Informational_Duration\": \"38.2\", \"total_measure\": 10.0, \"share_within_group\": 1.277139208173691}, {\"Region\": \"5\", \"Informational_Duration\": \"86\", \"total_measure\": 10.0, \"share_within_group\": 1.277139208173691}, {\"Region\": \"9\", \"Informational_Duration\": \"102.8\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"12\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"22.5\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"9\", \"Informational_Duration\": \"368.1547619\", \"total_measure\": 13.0, \"share_within_group\": 1.236917221693625}, {\"Region\": \"7\", \"Informational_Duration\": \"20\", \"total_measure\": 22.0, \"share_within_group\": 1.2276785714285714}, {\"Region\": \"7\", \"Informational_Duration\": \"84.8\", \"total_measure\": 21.0, \"share_within_group\": 1.171875}, {\"Region\": \"5\", \"Informational_Duration\": \"124.2\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"5\", \"Informational_Duration\": \"177.8\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"5\", \"Informational_Duration\": \"302\", \"total_measure\": 9.0, \"share_within_group\": 1.1494252873563218}, {\"Region\": \"9\", \"Informational_Duration\": \"8\", \"total_measure\": 12.0, \"share_within_group\": 1.141769743101808}, {\"Region\": \"8\", \"Informational_Duration\": \"276.08\", \"total_measure\": 12.0, \"share_within_group\": 1.1142061281337048}, {\"Region\": \"6\", \"Informational_Duration\": \"114.3333333\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"6\", \"Informational_Duration\": \"52.4\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"6\", \"Informational_Duration\": \"70.25\", \"total_measure\": 18.0, \"share_within_group\": 1.0876132930513596}, {\"Region\": \"7\", \"Informational_Duration\": \"9\", \"total_measure\": 19.0, \"share_within_group\": 1.0602678571428572}, {\"Region\": \"9\", \"Informational_Duration\": \"32\", \"total_measure\": 11.0, \"share_within_group\": 1.0466222645099905}, {\"Region\": \"9\", \"Informational_Duration\": \"34\", \"total_measure\": 11.0, \"share_within_group\": 1.0466222645099905}, {\"Region\": \"5\", \"Informational_Duration\": \"1652\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"5\", \"Informational_Duration\": \"36.33333333\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"5\", \"Informational_Duration\": \"57\", \"total_measure\": 8.0, \"share_within_group\": 1.0217113665389528}, {\"Region\": \"8\", \"Informational_Duration\": \"104\", \"total_measure\": 11.0, \"share_within_group\": 1.021355617455896}, {\"Region\": \"8\", \"Informational_Duration\": \"35.7\", \"total_measure\": 11.0, \"share_within_group\": 1.021355617455896}, {\"Region\": \"7\", \"Informational_Duration\": \"26\", \"total_measure\": 18.0, \"share_within_group\": 1.0044642857142858}, {\"Region\": \"2\", \"Informational_Duration\": \"503.7222222\", \"total_measure\": 26.0, \"share_within_group\": 0.9520322226290736}, {\"Region\": \"9\", \"Informational_Duration\": \"147\", \"total_measure\": 10.0, \"share_within_group\": 0.9514747859181731}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e670747b810427b3ea9aed9c2eee20646db84220 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:57:47.282410+00:00", + "ended_at": "2026-05-04T06:58:00.700106+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_b94ca609e7d73b46", + "problem_id": "v2p_m6_fc081acf1aaf498e", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Region, measure_col=Administrative.", + "bindings": { + "group_col": "Region", + "measure_col": "Administrative", + "item_col": "Informational_Duration", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_b94ca609e7d73b46.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_b94ca609e7d73b46", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 19840, + "output_tokens": 171, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 155, + "estimated_total_tokens": 3050, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13351.89, + "sql_execution_elapsed_ms_total": 21.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_b94ca609e7d73b46\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8827b8b4d44b9536ee6ea4652d439312eca8851e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_b94ca609e7d73b46/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:00.653127+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13351.89, "started_at": "2026-05-04T06:57:47.286951+00:00", "ended_at": "2026-05-04T06:58:00.637941+00:00", "prompt_metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 643, "bytes_utf8": 643, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22986, "cached_input_tokens": 19840, "output_tokens": 171}, "stderr_preview": "2026-05-04T06:57:47.573181Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:50.017058Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "required_roles": [ + "group_col", + "group_col_2", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=TrafficType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_h2o_two_dimensional_robust_summary", + "bindings": { + "group_col": "Month", + "group_col_2": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5509b1ad49dfcf8086f2d694d3a2ffeeecc32ae2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-f27c-7c01-b852-735ee744f339"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative_Duration\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"TrafficType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"TrafficType\\\" = s.\\\"TrafficType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\",\"notes\":\"Adapted the planned template for SQLite by replacing PERCENTILE_CONT-based median with a window-function median calculation and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)); cast \\\"Administrative_Duration\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22995,"cached_input_tokens":21888,"output_tokens":636}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fc1f52c2103b9d19212fdd2149fa921c7633666 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Administrative_Duration\" IS NOT NULL\n AND TRIM(\"Administrative_Duration\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"TrafficType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"TrafficType\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_cte\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"TrafficType\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Month\", \"TrafficType\"\n)\nSELECT\n m.\"Month\",\n m.\"TrafficType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"TrafficType\" = s.\"TrafficType\"\nORDER BY m.\"median_measure\" DESC;","notes":"Adapted the planned template for SQLite by replacing PERCENTILE_CONT-based median with a window-function median calculation and replacing STDDEV with SQRT(AVG(x*x) - AVG(x)*AVG(x)); cast \"Administrative_Duration\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a76874f3ba970839f72fab6954abd0b5e218cd35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:17:00.300437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:17:02.931359Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:17:20.492762Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..42196452239304ebcff14ab881dc4ac92698c785 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=TrafficType, measure_col=Administrative_Duration. +Result preview: [{"Month": "June", "TrafficType": "16", "median_measure": 822.7666667, "measure_stddev": 0.0}, {"Month": "June", "TrafficType": "7", "median_measure": 340.9, "measure_stddev": 0.0}, {"Month": "Oct", "TrafficType": "13", "median_measure": 106.8, "measure_stddev": 94.81431450255332}, {"Month": "Sep", "TrafficType": "13", "median_measure": 100.6, "measure_stddev": 231.2343406226907}, {"Month": "Oct", "TrafficType": "11", "median_measure": 100.3, "measure_stddev": 72.34813888491512}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12a6e57e1c37364167807beac0ca031cca277ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/generated_sql.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_bb556fdf22cdf85c +-- problem_id: v2p_m6_a4b0a369c78859f1 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Month", + "TrafficType", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Administrative_Duration" IS NOT NULL + AND TRIM("Administrative_Duration") <> '' +), +"ranked" AS ( + SELECT + "Month", + "TrafficType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "TrafficType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "TrafficType" + ) AS "cnt" + FROM "base" +), +"median_cte" AS ( + SELECT + "Month", + "TrafficType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "TrafficType" +), +"stddev_cte" AS ( + SELECT + "Month", + "TrafficType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "Month", "TrafficType" +) +SELECT + m."Month", + m."TrafficType", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."Month" = s."Month" + AND m."TrafficType" = s."TrafficType" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b43e1a7240b95e65c429a27d461af72d9042eac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_h2o_two_dimensional_robust_summary\nWITH \"base\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Administrative_Duration\" IS NOT NULL\n AND TRIM(\"Administrative_Duration\") <> ''\n),\n\"ranked\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Month\", \"TrafficType\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Month\", \"TrafficType\"\n ) AS \"cnt\"\n FROM \"base\"\n),\n\"median_cte\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n AVG(\"measure\") AS \"median_measure\"\n FROM \"ranked\"\n WHERE \"rn\" IN ((\"cnt\" + 1) / 2, (\"cnt\" + 2) / 2)\n GROUP BY \"Month\", \"TrafficType\"\n),\n\"stddev_cte\" AS (\n SELECT\n \"Month\",\n \"TrafficType\",\n CASE\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\"measure\" * \"measure\") - AVG(\"measure\") * AVG(\"measure\"))\n ELSE 0.0\n END AS \"measure_stddev\"\n FROM \"base\"\n GROUP BY \"Month\", \"TrafficType\"\n)\nSELECT\n m.\"Month\",\n m.\"TrafficType\",\n m.\"median_measure\",\n s.\"measure_stddev\"\nFROM \"median_cte\" AS m\nJOIN \"stddev_cte\" AS s\n ON m.\"Month\" = s.\"Month\"\n AND m.\"TrafficType\" = s.\"TrafficType\"\nORDER BY m.\"median_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_h2o_two_dimensional_robust_summary\\nWITH \\\"base\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative_Duration\\\" IS NOT NULL\\n AND TRIM(\\\"Administrative_Duration\\\") <> ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AVG(\\\"measure\\\") * AVG(\\\"measure\\\"))\\n ELSE 0.0\\n END AS \\\"measure_stddev\\\"\\n FROM \\\"base\\\"\\n GROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\n)\\nSELECT\\n m.\\\"Month\\\",\\n m.\\\"TrafficType\\\",\\n m.\\\"median_measure\\\",\\n s.\\\"measure_stddev\\\"\\nFROM \\\"median_cte\\\" AS m\\nJOIN \\\"stddev_cte\\\" AS s\\n ON m.\\\"Month\\\" = s.\\\"Month\\\"\\n AND m.\\\"TrafficType\\\" = s.\\\"TrafficType\\\"\\nORDER BY m.\\\"median_measure\\\" DESC;\", \"columns\": [\"Month\", \"TrafficType\", \"median_measure\", \"measure_stddev\"], \"rows\": [{\"Month\": \"June\", \"TrafficType\": \"16\", \"median_measure\": 822.7666667, \"measure_stddev\": 0.0}, {\"Month\": \"June\", \"TrafficType\": \"7\", \"median_measure\": 340.9, \"measure_stddev\": 0.0}, {\"Month\": \"Oct\", \"TrafficType\": \"13\", \"median_measure\": 106.8, \"measure_stddev\": 94.81431450255332}, {\"Month\": \"Sep\", \"TrafficType\": \"13\", \"median_measure\": 100.6, \"measure_stddev\": 231.2343406226907}, {\"Month\": \"Oct\", \"TrafficType\": \"11\", \"median_measure\": 100.3, \"measure_stddev\": 72.34813888491512}, {\"Month\": \"Sep\", \"TrafficType\": \"7\", \"median_measure\": 95.6, \"measure_stddev\": 0.0}, {\"Month\": \"Sep\", \"TrafficType\": \"14\", \"median_measure\": 94.8, \"measure_stddev\": 0.0}, {\"Month\": \"Oct\", \"TrafficType\": \"3\", \"median_measure\": 89.89, \"measure_stddev\": 141.49210926500737}, {\"Month\": \"Nov\", \"TrafficType\": \"4\", \"median_measure\": 85.87, \"measure_stddev\": 92.63818990110863}, {\"Month\": \"Aug\", \"TrafficType\": \"6\", \"median_measure\": 81.4, \"measure_stddev\": 108.7923668408783}, {\"Month\": \"Oct\", \"TrafficType\": \"20\", \"median_measure\": 80.6, \"measure_stddev\": 236.4935010180812}, {\"Month\": \"Dec\", \"TrafficType\": \"7\", \"median_measure\": 80.0892857, \"measure_stddev\": 88.88662633442821}, {\"Month\": \"Jul\", \"TrafficType\": \"7\", \"median_measure\": 76.8, \"measure_stddev\": 0.0}, {\"Month\": \"Oct\", \"TrafficType\": \"2\", \"median_measure\": 76.03174603, \"measure_stddev\": 213.18500660169553}, {\"Month\": \"Oct\", \"TrafficType\": \"5\", \"median_measure\": 75.283333335, \"measure_stddev\": 113.36510543284906}, {\"Month\": \"May\", \"TrafficType\": \"14\", \"median_measure\": 74.0, \"measure_stddev\": 771.3342967843853}, {\"Month\": \"Nov\", \"TrafficType\": \"5\", \"median_measure\": 72.6, \"measure_stddev\": 190.41836243947466}, {\"Month\": \"Aug\", \"TrafficType\": \"5\", \"median_measure\": 69.30000000000001, \"measure_stddev\": 117.54911919096297}, {\"Month\": \"Jul\", \"TrafficType\": \"2\", \"median_measure\": 68.69999999999999, \"measure_stddev\": 115.36331874526518}, {\"Month\": \"Sep\", \"TrafficType\": \"5\", \"median_measure\": 68.26666667, \"measure_stddev\": 151.37417775285152}, {\"Month\": \"Oct\", \"TrafficType\": \"7\", \"median_measure\": 66.583333335, \"measure_stddev\": 28.952090454638018}, {\"Month\": \"June\", \"TrafficType\": \"11\", \"median_measure\": 64.7, \"measure_stddev\": 253.88489519305136}, {\"Month\": \"Sep\", \"TrafficType\": \"3\", \"median_measure\": 62.46666667, \"measure_stddev\": 121.91035947185378}, {\"Month\": \"Oct\", \"TrafficType\": \"4\", \"median_measure\": 61.08, \"measure_stddev\": 123.86057236353228}, {\"Month\": \"Aug\", \"TrafficType\": \"2\", \"median_measure\": 58.599999999999994, \"measure_stddev\": 169.19922822419923}, {\"Month\": \"Sep\", \"TrafficType\": \"2\", \"median_measure\": 54.9, \"measure_stddev\": 226.62170623984977}, {\"Month\": \"Sep\", \"TrafficType\": \"4\", \"median_measure\": 54.45, \"measure_stddev\": 150.01258355402462}, {\"Month\": \"Aug\", \"TrafficType\": \"1\", \"median_measure\": 54.375, \"measure_stddev\": 188.4756460316569}, {\"Month\": \"Mar\", \"TrafficType\": \"8\", \"median_measure\": 54.0, \"measure_stddev\": 202.50326773972913}, {\"Month\": \"Jul\", \"TrafficType\": \"5\", \"median_measure\": 45.4, \"measure_stddev\": 60.25287058794641}, {\"Month\": \"Aug\", \"TrafficType\": \"4\", \"median_measure\": 44.74, \"measure_stddev\": 225.44512913412606}, {\"Month\": \"June\", \"TrafficType\": \"5\", \"median_measure\": 44.22857143, \"measure_stddev\": 120.69510383606958}, {\"Month\": \"Mar\", \"TrafficType\": \"2\", \"median_measure\": 42.09090909, \"measure_stddev\": 223.92993498583274}, {\"Month\": \"Jul\", \"TrafficType\": \"6\", \"median_measure\": 40.56, \"measure_stddev\": 191.92191106810068}, {\"Month\": \"Nov\", \"TrafficType\": \"2\", \"median_measure\": 39.1, \"measure_stddev\": 208.64178081103861}, {\"Month\": \"Sep\", \"TrafficType\": \"6\", \"median_measure\": 38.45, \"measure_stddev\": 52.060785416028786}, {\"Month\": \"Oct\", \"TrafficType\": \"6\", \"median_measure\": 33.86666667, \"measure_stddev\": 64.66553475088106}, {\"Month\": \"June\", \"TrafficType\": \"2\", \"median_measure\": 32.82121212, \"measure_stddev\": 115.39019298148489}, {\"Month\": \"May\", \"TrafficType\": \"16\", \"median_measure\": 32.5, \"measure_stddev\": 19.5}, {\"Month\": \"May\", \"TrafficType\": \"7\", \"median_measure\": 32.25, \"measure_stddev\": 129.99567300491196}, {\"Month\": \"May\", \"TrafficType\": \"5\", \"median_measure\": 30.25, \"measure_stddev\": 220.3530734745701}, {\"Month\": \"Oct\", \"TrafficType\": \"1\", \"median_measure\": 30.2, \"measure_stddev\": 185.02261640719524}, {\"Month\": \"Dec\", \"TrafficType\": \"8\", \"median_measure\": 30.0, \"measure_stddev\": 104.74919837582893}, {\"Month\": \"Dec\", \"TrafficType\": \"2\", \"median_measure\": 29.5, \"measure_stddev\": 218.69287523557466}, {\"Month\": \"Sep\", \"TrafficType\": \"1\", \"median_measure\": 28.2, \"measure_stddev\": 130.333465283839}, {\"Month\": \"Nov\", \"TrafficType\": \"8\", \"median_measure\": 27.5, \"measure_stddev\": 232.3750012629369}, {\"Month\": \"May\", \"TrafficType\": \"2\", \"median_measure\": 26.66666667, \"measure_stddev\": 169.88567822162577}, {\"Month\": \"Mar\", \"TrafficType\": \"9\", \"median_measure\": 25.833333335, \"measure_stddev\": 99.20439331271088}, {\"Month\": \"Mar\", \"TrafficType\": \"7\", \"median_measure\": 24.42857143, \"measure_stddev\": 245.8314369174239}, {\"Month\": \"Aug\", \"TrafficType\": \"13\", \"median_measure\": 21.9, \"measure_stddev\": 189.82111786476398}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 74.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6e32201951d43dd47560df7a4533892589fd881a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:17:00.002753+00:00", + "ended_at": "2026-05-04T07:17:21.328953+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bb556fdf22cdf85c", + "problem_id": "v2p_m6_a4b0a369c78859f1", + "dataset_id": "m6", + "template_id": "tpl_h2o_two_dimensional_robust_summary", + "template_name": "Two-Dimensional Robust Summary", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Two-Dimensional Robust Summary to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, group_col_2=TrafficType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Month", + "group_col_2": "TrafficType", + "measure_col": "Administrative_Duration", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {group_col_2},\n PERCENTILE_CONT(0.5) WITHIN GROUP (ORDER BY {measure_col}) AS median_measure,\n STDDEV({measure_col}) AS measure_stddev\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY median_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_bb556fdf22cdf85c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bb556fdf22cdf85c", + "api_calls": 0, + "input_tokens": 22995, + "cached_input_tokens": 21888, + "output_tokens": 636, + "total_tokens": 23631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2904, + "estimated_output_tokens": 498, + "estimated_total_tokens": 3402, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21203.68, + "sql_execution_elapsed_ms_total": 74.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bb556fdf22cdf85c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7eb9b6b685d57c39649467889c14c960ec29d21f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:17:21.230274+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21203.68, "started_at": "2026-05-04T07:17:00.006655+00:00", "ended_at": "2026-05-04T07:17:21.203768+00:00", "prompt_metrics": {"chars": 10826, "bytes_utf8": 10826, "lines": 314, "estimated_tokens": 2904}, "response_metrics": {"chars": 1646, "bytes_utf8": 1646, "lines": 1, "estimated_tokens": 498}, "usage": {"input_tokens": 22995, "cached_input_tokens": 21888, "output_tokens": 636}, "stderr_preview": "2026-05-04T07:17:00.300437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:17:02.931359Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Month\\\", \\\"TrafficType\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"base\\\"\\n),\\n\\\"median_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n AVG(\\\"measure\\\") AS \\\"median_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" IN ((\\\"cnt\\\" + 1) / 2, (\\\"cnt\\\" + 2) / 2)\\n GROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\n),\\n\\\"stddev_cte\\\" AS (\\n SELECT\\n \\\"Month\\\",\\n \\\"TrafficType\\\",\\n CASE\\n WHEN COUNT(*) > 1 THEN SQRT(AVG(\\\"measure\\\" * \\\"measure\\\") - AV"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..95f6049b82d05b15f426303ba16f0b2adea5d4f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bb556fdf22cdf85c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bb556fdf22cdf85c", + "api_calls": 0, + "input_tokens": 22995, + "cached_input_tokens": 21888, + "output_tokens": 636, + "total_tokens": 23631, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2904, + "estimated_output_tokens": 498, + "estimated_total_tokens": 3402, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21203.68, + "sql_execution_elapsed_ms_total": 74.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bb556fdf22cdf85c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7efe32e8772f55ebe44606a66bee1079ce1d2b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"TrafficType": "2", "support": 3913, "avg_response": 2.8895987733197037}, {"TrafficType": "1", "support": 2451, "avg_response": 1.9102407180742553}, {"TrafficType": "3", "support": 2052, "avg_response": 1.8021442495126705}, {"TrafficType": "4", "support": 1069, "avg_response": 2.3489242282507017}, {"TrafficType": "13", "support": 738, "avg_response": 1.7845528455284554}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f77b319e7a6b044fa5d212ff980e421f99ab728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bd2c0560eb870d61 +-- problem_id: v2p_m6_2e5402fc1f70e84b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9dd86147ef06d80615fec65298dd34436f15173e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_bd2c0560eb870d61\n-- problem_id: v2p_m6_2e5402fc1f70e84b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_bd2c0560eb870d61\\n-- problem_id: v2p_m6_2e5402fc1f70e84b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 2.8895987733197037}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 1.9102407180742553}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 1.8021442495126705}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 2.3489242282507017}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 1.7845528455284554}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 2.3355555555555556}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 2.0337837837837838}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 2.877551020408163}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 3.4846153846153847}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 1.7611336032388665}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 2.025252525252525}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 1.9523809523809523}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 2.9}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 1.368421052631579}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 1.411764705882353}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 3.3846153846153846}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 2.1}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e7923408912e7c8907c94794d3bec1efbe5fdc9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.066739+00:00", + "ended_at": "2026-05-04T07:38:30.080591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bd2c0560eb870d61", + "problem_id": "v2p_m6_2e5402fc1f70e84b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_bd2c0560eb870d61.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bd2c0560eb870d61/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..22dabafb4118614d83dce01f28a34a24f8411e5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10415, "bytes_utf8": 10415, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..30dadf496354618fa83c6deca55158683c05527a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bee2abe395d16c09", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 23020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12572.74, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bee2abe395d16c09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b860952c31b1e2407adb5a609630e00b6ab29755 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:01.161589+00:00", + "ended_at": "2026-05-04T07:11:13.734142+00:00", + "elapsed_ms": 12572.74, + "prompt_metrics": { + "chars": 10415, + "bytes_utf8": 10415, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13187 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 404, + "bytes_utf8": 404, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d1030999a2349a2c6362c2119e2f82a85759b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Informational", + "measure_col": "Browser", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c9611538d5cf83620afabae3e4acf88de5ab9fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-78bd-74a3-b277-728ab17e52e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Informational\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped numeric mean template with group_col=\\\"Informational\\\" and measure_col=\\\"Browser\\\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2acb0228a3719c44a90e836d38391a09e39ba3f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Informational\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped numeric mean template with group_col=\"Informational\" and measure_col=\"Browser\". CAST to REAL is included because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15d9b83c3dc2141370db2ee703d95a50ce964e0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:01.400182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:03.906442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:12.931232Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b67178da711911122cf375b84824df53a7a6dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser. +Result preview: [{"Informational": "0", "avg_measure": 2.387565728425611}, {"Informational": "1", "avg_measure": 2.30835734870317}, {"Informational": "2", "avg_measure": 2.293956043956044}, {"Informational": "7", "avg_measure": 2.25}, {"Informational": "5", "avg_measure": 2.1414141414141414}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0e0ee6d8a6c37b7f72006d49cec79e09dfc281a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_bee2abe395d16c09 +-- problem_id: v2p_m6_6ab734d8ccdef268 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Informational" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5c02c7f9149a5946a675495a63518c9e8176a92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Informational\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Informational\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Informational\", \"avg_measure\"], \"rows\": [{\"Informational\": \"0\", \"avg_measure\": 2.387565728425611}, {\"Informational\": \"1\", \"avg_measure\": 2.30835734870317}, {\"Informational\": \"2\", \"avg_measure\": 2.293956043956044}, {\"Informational\": \"7\", \"avg_measure\": 2.25}, {\"Informational\": \"5\", \"avg_measure\": 2.1414141414141414}, {\"Informational\": \"4\", \"avg_measure\": 2.1396396396396398}, {\"Informational\": \"9\", \"avg_measure\": 2.1333333333333333}, {\"Informational\": \"3\", \"avg_measure\": 2.123684210526316}, {\"Informational\": \"6\", \"avg_measure\": 2.1025641025641026}, {\"Informational\": \"8\", \"avg_measure\": 2.0714285714285716}, {\"Informational\": \"24\", \"avg_measure\": 2.0}, {\"Informational\": \"16\", \"avg_measure\": 2.0}, {\"Informational\": \"14\", \"avg_measure\": 2.0}, {\"Informational\": \"13\", \"avg_measure\": 2.0}, {\"Informational\": \"11\", \"avg_measure\": 2.0}, {\"Informational\": \"12\", \"avg_measure\": 1.8}, {\"Informational\": \"10\", \"avg_measure\": 1.7142857142857142}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..01a692d95da1ff75122aa79a38cddceb3ed688cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:01.158576+00:00", + "ended_at": "2026-05-04T07:11:13.776406+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bee2abe395d16c09", + "problem_id": "v2p_m6_6ab734d8ccdef268", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser.", + "bindings": { + "group_col": "Informational", + "measure_col": "Browser", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_bee2abe395d16c09.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bee2abe395d16c09", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 23020, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2870, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12572.74, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bee2abe395d16c09\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02a8e96e3e8a73149c7468fc6929360181dfe9c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bee2abe395d16c09/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:13.751798+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12572.74, "started_at": "2026-05-04T07:11:01.161589+00:00", "ended_at": "2026-05-04T07:11:13.734142+00:00", "prompt_metrics": {"chars": 10415, "bytes_utf8": 10415, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 404, "bytes_utf8": 404, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:11:01.400182Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:03.906442Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b123d72ee842fb8efb1b930071e3ca7530b01048 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_bf58e3d882f6dbe8\n-- problem_id: v2p_m6_16689e388ea9c7ce\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"BounceRates\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"BounceRates\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_bf58e3d882f6dbe8\\n-- problem_id: v2p_m6_16689e388ea9c7ce\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"BounceRates\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"BounceRates\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"BounceRates\", \"support\", \"avg_response\"], \"rows\": [{\"BounceRates\": \"0\", \"support\": 5518, \"avg_response\": 72.20567682247861}, {\"BounceRates\": \"0.2\", \"support\": 700, \"avg_response\": 0.0}, {\"BounceRates\": \"0.066666667\", \"support\": 134, \"avg_response\": 9.914179104477611}, {\"BounceRates\": \"0.028571429\", \"support\": 115, \"avg_response\": 19.307170461913046}, {\"BounceRates\": \"0.05\", \"support\": 113, \"avg_response\": 29.85070796460177}, {\"BounceRates\": \"0.033333333\", \"support\": 101, \"avg_response\": 34.46208745871287}, {\"BounceRates\": \"0.025\", \"support\": 100, \"avg_response\": 38.4298690483}, {\"BounceRates\": \"0.016666667\", \"support\": 99, \"avg_response\": 45.16377391787879}, {\"BounceRates\": \"0.1\", \"support\": 98, \"avg_response\": 0.883673469387755}, {\"BounceRates\": \"0.04\", \"support\": 96, \"avg_response\": 23.13133680552083}, {\"BounceRates\": \"0.02\", \"support\": 91, \"avg_response\": 45.628715333296704}, {\"BounceRates\": \"0.022222222\", \"support\": 88, \"avg_response\": 42.433806818977274}, {\"BounceRates\": \"0.0125\", \"support\": 85, \"avg_response\": 58.86431372505882}, {\"BounceRates\": \"0.018181818\", \"support\": 81, \"avg_response\": 66.93004115222222}, {\"BounceRates\": \"0.015384615\", \"support\": 76, \"avg_response\": 57.58460192578947}, {\"BounceRates\": \"0.014285714\", \"support\": 73, \"avg_response\": 44.88011041123288}, {\"BounceRates\": \"0.008333333\", \"support\": 72, \"avg_response\": 85.96222332194445}, {\"BounceRates\": \"0.011111111\", \"support\": 62, \"avg_response\": 63.63915130580645}, {\"BounceRates\": \"0.01\", \"support\": 61, \"avg_response\": 62.49010538688525}, {\"BounceRates\": \"0.013333333\", \"support\": 54, \"avg_response\": 89.18025206}, {\"BounceRates\": \"0.007692308\", \"support\": 53, \"avg_response\": 102.63333333264151}, {\"BounceRates\": \"0.006666667\", \"support\": 51, \"avg_response\": 103.67401290515687}, {\"BounceRates\": \"0.00952381\", \"support\": 51, \"avg_response\": 82.55261437980391}, {\"BounceRates\": \"0.009090909\", \"support\": 47, \"avg_response\": 55.801621072978726}, {\"BounceRates\": \"0.010526316\", \"support\": 45, \"avg_response\": 86.04222222155555}, {\"BounceRates\": \"0.011764706\", \"support\": 44, \"avg_response\": 104.07870670931817}, {\"BounceRates\": \"0.005555556\", \"support\": 42, \"avg_response\": 83.0422619062619}, {\"BounceRates\": \"0.007407407\", \"support\": 39, \"avg_response\": 102.15515335205129}, {\"BounceRates\": \"0.007142857\", \"support\": 35, \"avg_response\": 107.70441022571428}, {\"BounceRates\": \"0.004545455\", \"support\": 34, \"avg_response\": 122.0620658252941}, {\"BounceRates\": \"0.00625\", \"support\": 32, \"avg_response\": 68.1110677103125}, {\"BounceRates\": \"0.005\", \"support\": 31, \"avg_response\": 74.56695991806453}, {\"BounceRates\": \"0.005128205\", \"support\": 30, \"avg_response\": 90.16356319033333}, {\"BounceRates\": \"0.036363636\", \"support\": 30, \"avg_response\": 87.12222223333333}, {\"BounceRates\": \"0.004347826\", \"support\": 29, \"avg_response\": 154.69791651724137}, {\"BounceRates\": \"0.004761905\", \"support\": 29, \"avg_response\": 134.40649425068966}, {\"BounceRates\": \"0.008695652\", \"support\": 29, \"avg_response\": 127.76725722}, {\"BounceRates\": \"0.005405405\", \"support\": 29, \"avg_response\": 73.22844827586206}, {\"BounceRates\": \"0.006451613\", \"support\": 28, \"avg_response\": 102.59767857607143}, {\"BounceRates\": \"0.044444444\", \"support\": 28, \"avg_response\": 37.63690476321428}, {\"BounceRates\": \"0.005263158\", \"support\": 27, \"avg_response\": 204.03005049407406}, {\"BounceRates\": \"0.004166667\", \"support\": 27, \"avg_response\": 146.43165783444445}, {\"BounceRates\": \"0.008\", \"support\": 26, \"avg_response\": 180.1278846126923}, {\"BounceRates\": \"0.006060606\", \"support\": 26, \"avg_response\": 176.6074786205}, {\"BounceRates\": \"0.005882353\", \"support\": 26, \"avg_response\": 112.65882741807692}, {\"BounceRates\": \"0.005714286\", \"support\": 26, \"avg_response\": 108.53317544346154}, {\"BounceRates\": \"0.026666667\", \"support\": 26, \"avg_response\": 50.31025640884615}, {\"BounceRates\": \"0.014814815\", \"support\": 25, \"avg_response\": 39.0487380956}, {\"BounceRates\": \"0.057142857\", \"support\": 24, \"avg_response\": 22.823611111250003}, {\"BounceRates\": \"0.08\", \"support\": 24, \"avg_response\": 5.7444444458333335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..20c39a1c8916613a1294103e5c9963da20f70d84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.879923+00:00", + "ended_at": "2026-05-04T07:38:29.894444+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bf58e3d882f6dbe8", + "problem_id": "v2p_m6_16689e388ea9c7ce", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=BounceRates.", + "bindings": { + "key_col": "BounceRates", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_bf58e3d882f6dbe8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bf58e3d882f6dbe8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34b45f8ed6ca17e36676c6b7d818b50a3dfab808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10305, "bytes_utf8": 10305, "lines": 310, "estimated_tokens": 2750}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 22841, "cached_input_tokens": 21888, "output_tokens": 93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c582a95f434aa8e2e76bb1772f0700c30f4f2c84 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bfa356273f061420", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 21888, + "output_tokens": 93, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 77, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11582.56, + "sql_execution_elapsed_ms_total": 6.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bfa356273f061420\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e2bd31dfd3642e8cb1826067dd2268eed4effb65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:43.047836+00:00", + "ended_at": "2026-05-04T07:07:54.630686+00:00", + "elapsed_ms": 11582.56, + "prompt_metrics": { + "chars": 10305, + "bytes_utf8": 10305, + "lines": 310, + "estimated_tokens": 2750 + }, + "stdout_metrics": { + "chars": 645, + "bytes_utf8": 645, + "lines": 4, + "estimated_tokens": 177 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 330, + "bytes_utf8": 330, + "lines": 1, + "estimated_tokens": 77 + }, + "usage": { + "input_tokens": 22841, + "cached_input_tokens": 21888, + "output_tokens": 93 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7dbe13b844bcbf7dee2b2a8f38a8be05eb2e00bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Revenue.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Revenue", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0ff9f0c4dfda24d2e5ca2d6d076d642dad6ec89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d0-72dc-7743-ac38-c2bf63c3d2c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Revenue\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped count template with group_col bound to \\\"Revenue\\\". Query is SQLite-compatible, single-table, and uses only the allowed column and table.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":21888,"output_tokens":93}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..107c7452b870cbcfdea4ef96027ff2ef00bd9205 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Revenue\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY row_count DESC;","notes":"Used the provided grouped count template with group_col bound to \"Revenue\". Query is SQLite-compatible, single-table, and uses only the allowed column and table."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a16e5bb71d8cd97bc094e2bfc2d5075529de20fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:43.310311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:45.690330Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:53.479196Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd81670c8127fca3045d7970fe67589d2e1f7647 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Revenue. +Result preview: [{"Revenue": "FALSE", "row_count": 10422}, {"Revenue": "TRUE", "row_count": 1908}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3458cd496801bf1937102b4b24ffb2c13687717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_bfa356273f061420 +-- problem_id: v2p_m6_14e476403961078d +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Revenue" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39fcc40f6e932d2e436b3cb5d63dee6e0c034ad9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Revenue\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Revenue\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Revenue\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Revenue\", \"row_count\"], \"rows\": [{\"Revenue\": \"FALSE\", \"row_count\": 10422}, {\"Revenue\": \"TRUE\", \"row_count\": 1908}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4a9d0a71bcdaa18506c49a19d3c7eb2a7c77e96e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:07:43.044536+00:00", + "ended_at": "2026-05-04T07:07:54.670625+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_bfa356273f061420", + "problem_id": "v2p_m6_14e476403961078d", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Revenue.", + "bindings": { + "group_col": "Revenue", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_bfa356273f061420.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_bfa356273f061420", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 21888, + "output_tokens": 93, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 77, + "estimated_total_tokens": 2827, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11582.56, + "sql_execution_elapsed_ms_total": 6.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_bfa356273f061420\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19a74b552371d068196de3d93dfec085ff2214b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_bfa356273f061420/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:54.649069+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11582.56, "started_at": "2026-05-04T07:07:43.047836+00:00", "ended_at": "2026-05-04T07:07:54.630686+00:00", "prompt_metrics": {"chars": 10305, "bytes_utf8": 10305, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 330, "bytes_utf8": 330, "lines": 1, "estimated_tokens": 77}, "usage": {"input_tokens": 22841, "cached_input_tokens": 21888, "output_tokens": 93}, "stderr_preview": "2026-05-04T07:07:43.310311Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:45.690330Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "item_col": "Administrative_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d345bbcc4d5f86947c7d83114513c9495a211cda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-c24d-7ca0-9642-2e65e232ff38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"TrafficType\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Browser\\\", item_col=\\\"Administrative_Duration\\\", and measure_col=\\\"TrafficType\\\". Cast \\\"TrafficType\\\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22987,"cached_input_tokens":21888,"output_tokens":202}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..698fc69f820161be0d679f152a534dacf264f378 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"Administrative_Duration\",\n SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure,\n SUM(CAST(\"TrafficType\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"TrafficType\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Browser\", item_col=\"Administrative_Duration\", and measure_col=\"TrafficType\". Cast \"TrafficType\" to REAL because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1a9e612f9ced38aad3d2f0691459d248dfe30973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:57:08.272059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:57:10.560613Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:57:19.801913Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffdcedd1179ec66ac08a8417bccbd27267c73338 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=TrafficType. +Result preview: [{"Browser": "9", "Administrative_Duration": "390", "total_measure": 2.0, "share_within_group": 100.0}, {"Browser": "8", "Administrative_Duration": "0", "total_measure": 527.0, "share_within_group": 58.75139353400223}, {"Browser": "11", "Administrative_Duration": "0", "total_measure": 21.0, "share_within_group": 58.333333333333336}, {"Browser": "3", "Administrative_Duration": "0", "total_measure": 259.0, "share_within_group": 57.17439293598234}, {"Browser": "6", "Administrative_Duration": "0", "total_measure": 359.0, "share_within_group": 55.401234567901234}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..34dcbac99c418158edb3bb4d4328affc10001cb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_c0da42dcc3d1e7f1 +-- problem_id: v2p_m6_b2c2eef7a450cced +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "Administrative_Duration", + SUM(CAST("TrafficType" AS REAL)) AS total_measure, + SUM(CAST("TrafficType" AS REAL)) * 100.0 / SUM(SUM(CAST("TrafficType" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..75fd466ac8a2d6c631101741ac796f9b32caeb8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Browser\", \"Administrative_Duration\",\n SUM(CAST(\"TrafficType\" AS REAL)) AS total_measure,\n SUM(CAST(\"TrafficType\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"TrafficType\" AS REAL))) OVER (PARTITION BY \"Browser\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Browser\", \"Administrative_Duration\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Browser\\\", \\\"Administrative_Duration\\\",\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"TrafficType\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"TrafficType\\\" AS REAL))) OVER (PARTITION BY \\\"Browser\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\", \\\"Administrative_Duration\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Browser\", \"Administrative_Duration\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Browser\": \"9\", \"Administrative_Duration\": \"390\", \"total_measure\": 2.0, \"share_within_group\": 100.0}, {\"Browser\": \"8\", \"Administrative_Duration\": \"0\", \"total_measure\": 527.0, \"share_within_group\": 58.75139353400223}, {\"Browser\": \"11\", \"Administrative_Duration\": \"0\", \"total_measure\": 21.0, \"share_within_group\": 58.333333333333336}, {\"Browser\": \"3\", \"Administrative_Duration\": \"0\", \"total_measure\": 259.0, \"share_within_group\": 57.17439293598234}, {\"Browser\": \"6\", \"Administrative_Duration\": \"0\", \"total_measure\": 359.0, \"share_within_group\": 55.401234567901234}, {\"Browser\": \"13\", \"Administrative_Duration\": \"0\", \"total_measure\": 645.0, \"share_within_group\": 53.52697095435685}, {\"Browser\": \"4\", \"Administrative_Duration\": \"0\", \"total_measure\": 1169.0, \"share_within_group\": 51.159737417943106}, {\"Browser\": \"2\", \"Administrative_Duration\": \"0\", \"total_measure\": 17033.0, \"share_within_group\": 49.93843086665885}, {\"Browser\": \"7\", \"Administrative_Duration\": \"0\", \"total_measure\": 94.0, \"share_within_group\": 48.45360824742268}, {\"Browser\": \"1\", \"Administrative_Duration\": \"0\", \"total_measure\": 4040.0, \"share_within_group\": 48.296473401075914}, {\"Browser\": \"5\", \"Administrative_Duration\": \"0\", \"total_measure\": 727.0, \"share_within_group\": 47.42335290280496}, {\"Browser\": \"12\", \"Administrative_Duration\": \"0\", \"total_measure\": 11.0, \"share_within_group\": 45.833333333333336}, {\"Browser\": \"10\", \"Administrative_Duration\": \"0\", \"total_measure\": 194.0, \"share_within_group\": 45.32710280373832}, {\"Browser\": \"11\", \"Administrative_Duration\": \"94.8\", \"total_measure\": 14.0, \"share_within_group\": 38.888888888888886}, {\"Browser\": \"12\", \"Administrative_Duration\": \"183.25\", \"total_measure\": 6.0, \"share_within_group\": 25.0}, {\"Browser\": \"7\", \"Administrative_Duration\": \"46.4\", \"total_measure\": 20.0, \"share_within_group\": 10.309278350515465}, {\"Browser\": \"12\", \"Administrative_Duration\": \"138.5\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"12\", \"Administrative_Duration\": \"19\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"12\", \"Administrative_Duration\": \"588.2972222\", \"total_measure\": 2.0, \"share_within_group\": 8.333333333333334}, {\"Browser\": \"7\", \"Administrative_Duration\": \"81.33333333\", \"total_measure\": 10.0, \"share_within_group\": 5.154639175257732}, {\"Browser\": \"12\", \"Administrative_Duration\": \"123.5416667\", \"total_measure\": 1.0, \"share_within_group\": 4.166666666666667}, {\"Browser\": \"7\", \"Administrative_Duration\": \"74.75\", \"total_measure\": 8.0, \"share_within_group\": 4.123711340206185}, {\"Browser\": \"3\", \"Administrative_Duration\": \"179.5\", \"total_measure\": 15.0, \"share_within_group\": 3.3112582781456954}, {\"Browser\": \"7\", \"Administrative_Duration\": \"59.5\", \"total_measure\": 6.0, \"share_within_group\": 3.0927835051546393}, {\"Browser\": \"6\", \"Administrative_Duration\": \"205.7\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"6\", \"Administrative_Duration\": \"421.25\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"6\", \"Administrative_Duration\": \"666.2\", \"total_measure\": 20.0, \"share_within_group\": 3.0864197530864197}, {\"Browser\": \"11\", \"Administrative_Duration\": \"52.53333333\", \"total_measure\": 1.0, \"share_within_group\": 2.7777777777777777}, {\"Browser\": \"7\", \"Administrative_Duration\": \"155.6\", \"total_measure\": 5.0, \"share_within_group\": 2.577319587628866}, {\"Browser\": \"7\", \"Administrative_Duration\": \"20.2\", \"total_measure\": 5.0, \"share_within_group\": 2.577319587628866}, {\"Browser\": \"3\", \"Administrative_Duration\": \"122\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"256\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"52.5\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"3\", \"Administrative_Duration\": \"83\", \"total_measure\": 11.0, \"share_within_group\": 2.4282560706401766}, {\"Browser\": \"10\", \"Administrative_Duration\": \"33\", \"total_measure\": 10.0, \"share_within_group\": 2.336448598130841}, {\"Browser\": \"8\", \"Administrative_Duration\": \"12\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"241.6\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"30.25\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"8\", \"Administrative_Duration\": \"60.5\", \"total_measure\": 20.0, \"share_within_group\": 2.229654403567447}, {\"Browser\": \"3\", \"Administrative_Duration\": \"17\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"3\", \"Administrative_Duration\": \"289\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"3\", \"Administrative_Duration\": \"94\", \"total_measure\": 10.0, \"share_within_group\": 2.207505518763797}, {\"Browser\": \"7\", \"Administrative_Duration\": \"37\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"7\", \"Administrative_Duration\": \"52.5\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"7\", \"Administrative_Duration\": \"79.16666667\", \"total_measure\": 4.0, \"share_within_group\": 2.0618556701030926}, {\"Browser\": \"6\", \"Administrative_Duration\": \"113.25\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"6\", \"Administrative_Duration\": \"157\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"6\", \"Administrative_Duration\": \"267.5\", \"total_measure\": 13.0, \"share_within_group\": 2.006172839506173}, {\"Browser\": \"10\", \"Administrative_Duration\": \"33.5\", \"total_measure\": 8.0, \"share_within_group\": 1.8691588785046729}, {\"Browser\": \"10\", \"Administrative_Duration\": \"4\", \"total_measure\": 8.0, \"share_within_group\": 1.8691588785046729}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 35.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b0eec957aa77d888ac40184c92a927b9a007f892 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:57:07.964662+00:00", + "ended_at": "2026-05-04T06:57:20.681685+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c0da42dcc3d1e7f1", + "problem_id": "v2p_m6_b2c2eef7a450cced", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Browser, measure_col=TrafficType.", + "bindings": { + "group_col": "Browser", + "measure_col": "TrafficType", + "item_col": "Administrative_Duration", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_c0da42dcc3d1e7f1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c0da42dcc3d1e7f1", + "api_calls": 0, + "input_tokens": 22987, + "cached_input_tokens": 21888, + "output_tokens": 202, + "total_tokens": 23189, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2896, + "estimated_output_tokens": 158, + "estimated_total_tokens": 3054, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12650.87, + "sql_execution_elapsed_ms_total": 35.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_c0da42dcc3d1e7f1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..084212e708b64f81bba154e91978589302790491 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c0da42dcc3d1e7f1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:57:20.639613+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12650.87, "started_at": "2026-05-04T06:57:07.967914+00:00", "ended_at": "2026-05-04T06:57:20.618564+00:00", "prompt_metrics": {"chars": 10821, "bytes_utf8": 10821, "lines": 314, "estimated_tokens": 2896}, "response_metrics": {"chars": 644, "bytes_utf8": 644, "lines": 1, "estimated_tokens": 158}, "usage": {"input_tokens": 22987, "cached_input_tokens": 21888, "output_tokens": 202}, "stderr_preview": "2026-05-04T06:57:08.272059Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:57:10.560613Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ProductRelated.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "ProductRelated", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e3696e857fbf6109528b2d1a60d1e44ed2b1160 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-e8d2-73e3-bf0a-2bb3cb01725b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"ProductRelated\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ProductRelated\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"ProductRelated\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ProductRelated\\\" AS REAL) DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template on \\\"ProductRelated\\\" and cast the TEXT-typed column to REAL for numeric bucket ordering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":21888,"output_tokens":251}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b8c07d44759351482edcf280e556710d315edea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"ProductRelated\",\n NTILE(10) OVER (ORDER BY CAST(\"ProductRelated\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"ProductRelated\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ProductRelated\" AS REAL) DESC;","notes":"Used the requested Quantile Tail Slice template on \"ProductRelated\" and cast the TEXT-typed column to REAL for numeric bucket ordering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6bea210790dfa12d839f4b0617a77c7e0c83fef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:15.242268Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:17.605298Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:32:27.906953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2dea2bb284220f72e93ba87dc7f2f1e235056c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ProductRelated. +Result preview: [{"ProductRelated": "705"}, {"ProductRelated": "686"}, {"ProductRelated": "584"}, {"ProductRelated": "534"}, {"ProductRelated": "518"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a40a95cd12519a4d9b055b461eb20691c3a3bf38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_c553106ba121bb05 +-- problem_id: v2p_m6_6bb10117d54ebfac +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "ProductRelated", + NTILE(10) OVER (ORDER BY CAST("ProductRelated" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "ProductRelated" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("ProductRelated" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d8f46b609dbbd57f8f72aa5e74c8844b652bd376 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"ProductRelated\",\n NTILE(10) OVER (ORDER BY CAST(\"ProductRelated\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"ProductRelated\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"ProductRelated\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"ProductRelated\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"ProductRelated\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"ProductRelated\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"ProductRelated\\\" AS REAL) DESC;\", \"columns\": [\"ProductRelated\"], \"rows\": [{\"ProductRelated\": \"705\"}, {\"ProductRelated\": \"686\"}, {\"ProductRelated\": \"584\"}, {\"ProductRelated\": \"534\"}, {\"ProductRelated\": \"518\"}, {\"ProductRelated\": \"517\"}, {\"ProductRelated\": \"501\"}, {\"ProductRelated\": \"486\"}, {\"ProductRelated\": \"470\"}, {\"ProductRelated\": \"449\"}, {\"ProductRelated\": \"440\"}, {\"ProductRelated\": \"439\"}, {\"ProductRelated\": \"439\"}, {\"ProductRelated\": \"429\"}, {\"ProductRelated\": \"423\"}, {\"ProductRelated\": \"414\"}, {\"ProductRelated\": \"409\"}, {\"ProductRelated\": \"401\"}, {\"ProductRelated\": \"401\"}, {\"ProductRelated\": \"397\"}, {\"ProductRelated\": \"391\"}, {\"ProductRelated\": \"385\"}, {\"ProductRelated\": \"378\"}, {\"ProductRelated\": \"377\"}, {\"ProductRelated\": \"374\"}, {\"ProductRelated\": \"362\"}, {\"ProductRelated\": \"359\"}, {\"ProductRelated\": \"358\"}, {\"ProductRelated\": \"357\"}, {\"ProductRelated\": \"351\"}, {\"ProductRelated\": \"349\"}, {\"ProductRelated\": \"346\"}, {\"ProductRelated\": \"343\"}, {\"ProductRelated\": \"340\"}, {\"ProductRelated\": \"339\"}, {\"ProductRelated\": \"338\"}, {\"ProductRelated\": \"337\"}, {\"ProductRelated\": \"337\"}, {\"ProductRelated\": \"336\"}, {\"ProductRelated\": \"336\"}, {\"ProductRelated\": \"330\"}, {\"ProductRelated\": \"328\"}, {\"ProductRelated\": \"326\"}, {\"ProductRelated\": \"324\"}, {\"ProductRelated\": \"318\"}, {\"ProductRelated\": \"315\"}, {\"ProductRelated\": \"313\"}, {\"ProductRelated\": \"312\"}, {\"ProductRelated\": \"311\"}, {\"ProductRelated\": \"310\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 29.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f19a4b85a83bc060c72229b63b10f4e84dfc9842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:32:15.048333+00:00", + "ended_at": "2026-05-04T07:32:28.792633+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c553106ba121bb05", + "problem_id": "v2p_m6_6bb10117d54ebfac", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=ProductRelated.", + "bindings": { + "measure_col": "ProductRelated", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 38.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/1", + "binding_index=116" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_c553106ba121bb05.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c553106ba121bb05", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 23174, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2832, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13680.6, + "sql_execution_elapsed_ms_total": 29.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_c553106ba121bb05\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd2cc8ce0b39b3984c816d79d40c6b7426866d2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c553106ba121bb05/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:32:28.753056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13680.6, "started_at": "2026-05-04T07:32:15.052928+00:00", "ended_at": "2026-05-04T07:32:28.733769+00:00", "prompt_metrics": {"chars": 10581, "bytes_utf8": 10581, "lines": 310, "estimated_tokens": 2832}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22923, "cached_input_tokens": 21888, "output_tokens": 251}, "stderr_preview": "2026-05-04T07:32:15.242268Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:17.605298Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf8995d79b551caabdf3acd665cf01c0426b982f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-82d1-7f01-a17d-e45c9efb37b9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Weekend\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Weekend\\\"\\nLIMIT 10;\",\"notes\":\"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Weekend, and top_k=10. Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22944,"cached_input_tokens":19840,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75c7f98481cea2441a6502397ccf33dc4c3a7eaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Weekend\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY support ASC, \"SpecialDay\", \"Weekend\"\nLIMIT 10;","notes":"Used the provided Pairwise Sparse Slice Count template with fixed bindings group_col=SpecialDay, group_col_2=Weekend, and top_k=10. Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a95653f790794a5c2235bf782c0e1c990e970499 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:37:16.826057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:37:19.356894Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:27.592757Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ad0abd6aadc1b679916c3c6c598c819b4bfc130 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend. +Result preview: [{"SpecialDay": "0.8", "Weekend": "TRUE", "support": 6}, {"SpecialDay": "1", "Weekend": "TRUE", "support": 154}, {"SpecialDay": "0.2", "Weekend": "FALSE", "support": 178}, {"SpecialDay": "0.4", "Weekend": "FALSE", "support": 243}, {"SpecialDay": "0.8", "Weekend": "FALSE", "support": 319}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b61b263b9bbafa5e9c5e0c1c1aa5bb6e19effe90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_c78e061f163cd78c +-- problem_id: v2p_m6_8943b19f99e2412f +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Weekend", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY support ASC, "SpecialDay", "Weekend" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b373bb22888b93a8470aa201c1ac44115b3d34d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"Weekend\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"Weekend\"\nORDER BY support ASC, \"SpecialDay\", \"Weekend\"\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"Weekend\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"Weekend\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"Weekend\\\"\\nLIMIT 10;\", \"columns\": [\"SpecialDay\", \"Weekend\", \"support\"], \"rows\": [{\"SpecialDay\": \"0.8\", \"Weekend\": \"TRUE\", \"support\": 6}, {\"SpecialDay\": \"1\", \"Weekend\": \"TRUE\", \"support\": 154}, {\"SpecialDay\": \"0.2\", \"Weekend\": \"FALSE\", \"support\": 178}, {\"SpecialDay\": \"0.4\", \"Weekend\": \"FALSE\", \"support\": 243}, {\"SpecialDay\": \"0.8\", \"Weekend\": \"FALSE\", \"support\": 319}, {\"SpecialDay\": \"0.6\", \"Weekend\": \"FALSE\", \"support\": 351}, {\"SpecialDay\": \"0\", \"Weekend\": \"TRUE\", \"support\": 2708}, {\"SpecialDay\": \"0\", \"Weekend\": \"FALSE\", \"support\": 8371}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 12.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4493c5cb1304ea9aa193c99e996060e111b14dfd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:37:16.614481+00:00", + "ended_at": "2026-05-04T07:37:28.509232+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_c78e061f163cd78c", + "problem_id": "v2p_m6_8943b19f99e2412f", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=SpecialDay, group_col_2=Weekend.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "Weekend", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_c78e061f163cd78c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_c78e061f163cd78c", + "api_calls": 0, + "input_tokens": 22944, + "cached_input_tokens": 19840, + "output_tokens": 129, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2855, + "estimated_output_tokens": 113, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11847.78, + "sql_execution_elapsed_ms_total": 12.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_c78e061f163cd78c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad7ee26167844f7c6b542ca6cc1f1a3a5a01e120 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_c78e061f163cd78c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:28.488605+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11847.78, "started_at": "2026-05-04T07:37:16.620796+00:00", "ended_at": "2026-05-04T07:37:28.469479+00:00", "prompt_metrics": {"chars": 10568, "bytes_utf8": 10568, "lines": 312, "estimated_tokens": 2855}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 113}, "usage": {"input_tokens": 22944, "cached_input_tokens": 19840, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:37:16.826057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:37:19.356894Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a74a67e6f2a6a62ef3c5d8165b13381b290f8136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_cc83b220e7f78514\n-- problem_id: v2p_m6_1c994cd4027da2e7\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_cc83b220e7f78514\\n-- problem_id: v2p_m6_1c994cd4027da2e7\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 0.0781456953642384}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 0.14285714285714285}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 1.1764705882352942}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 0.5294117647058824}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 0.8}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 0.5333333333333333}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 0.26666666666666666}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 0.9285714285714286}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 0.6428571428571429}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 1.0769230769230769}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 0.7692307692307693}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 0.46153846153846156}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 0.4166666666666667}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 0.16666666666666666}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 1.5454545454545454}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 0.36363636363636365}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 1.5}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 1.5}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 0.8}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 0.8888888888888888}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 0.8888888888888888}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 0.7777777777777778}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 0.6666666666666666}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 0.5555555555555556}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 0.4444444444444444}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 0.3333333333333333}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 0.3333333333333333}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 0.2222222222222222}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 1.375}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 1.125}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 1.0}, {\"ProductRelated_Duration\": \"9\", \"support\": 8, \"avg_response\": 0.875}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 0.625}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 0.625}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 0.5}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 0.375}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 0.25}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..64c6aa2622d7e85a0a9a7388b4864e6e0e697ca1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.785865+00:00", + "ended_at": "2026-05-04T07:38:29.802621+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cc83b220e7f78514", + "problem_id": "v2p_m6_1c994cd4027da2e7", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Administrative", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cc83b220e7f78514.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cc83b220e7f78514/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f363e58e5d4f67577f322ecde4894cd127a00596 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10632, "bytes_utf8": 10632, "lines": 312, "estimated_tokens": 2823}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 22914, "cached_input_tokens": 21888, "output_tokens": 685}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..50106c95dc4b4ebc2f7ddaa28dc18cbb45fe888b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd17b8bb5bd84ce8", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 685, + "total_tokens": 23599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 279, + "estimated_total_tokens": 3102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21340.02, + "sql_execution_elapsed_ms_total": 51.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cd17b8bb5bd84ce8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d9177325529251edce64496723d4f2211145cb4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:28:26.229252+00:00", + "ended_at": "2026-05-04T07:28:47.569583+00:00", + "elapsed_ms": 21340.02, + "prompt_metrics": { + "chars": 10632, + "bytes_utf8": 10632, + "lines": 312, + "estimated_tokens": 2823 + }, + "stdout_metrics": { + "chars": 1458, + "bytes_utf8": 1458, + "lines": 4, + "estimated_tokens": 442 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13258 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1044, + "bytes_utf8": 1044, + "lines": 1, + "estimated_tokens": 279 + }, + "usage": { + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 685 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..788b50443fe792eb4b092a67f979188e09aea4d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d64319f3db408c37feedfe4b4e31bf6ee50c1d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e3-6b04-72b2-8023-d53e4c929e9e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"OperatingSystems\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with integer arithmetic to approximate the 95th percentile point per OperatingSystems group. ProductRelated_Duration is cast from TEXT to REAL, and min_group_size=5 is applied.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22914,"cached_input_tokens":21888,"output_tokens":685}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fb0db0baf632318b0415c66234c55ac4596ee0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"OperatingSystems\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"OperatingSystems\",\n \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"OperatingSystems\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with integer arithmetic to approximate the 95th percentile point per OperatingSystems group. ProductRelated_Duration is cast from TEXT to REAL, and min_group_size=5 is applied."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e9268032f248394d6915c359ea578bc1f2a116f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:28:26.444278Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:28:28.987669Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:28:46.812378Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..791c44e90349b7ed19500123746e50d7c3c3432f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration. +Result preview: [{"OperatingSystems": "6", "percentile_measure": 7009.095996}, {"OperatingSystems": "2", "percentile_measure": 5149.434919}, {"OperatingSystems": "4", "percentile_measure": 4377.983333}, {"OperatingSystems": "7", "percentile_measure": 4306.612355}, {"OperatingSystems": "3", "percentile_measure": 3511.833059}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e24f2a8275f126a65a51ed0dcd8e681aa996b02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_cd17b8bb5bd84ce8 +-- problem_id: v2p_m6_947b63c9c834ce51 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "OperatingSystems") AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"picked" AS ( + SELECT + "OperatingSystems", + "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "OperatingSystems", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..287e263105743a4f9a4790f0f4e94b2e99a500ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"OperatingSystems\",\n CAST(\"ProductRelated_Duration\" AS REAL) AS \"percentile_measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"OperatingSystems\"\n ORDER BY CAST(\"ProductRelated_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"OperatingSystems\") AS \"cnt\"\n FROM \"m6\"\n WHERE \"OperatingSystems\" IS NOT NULL\n AND \"ProductRelated_Duration\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"OperatingSystems\",\n \"percentile_measure\"\n FROM \"ranked\"\n WHERE \"cnt\" >= 5\n AND \"rn\" = ((95 * \"cnt\" + 99) / 100)\n)\nSELECT\n \"OperatingSystems\",\n \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n CAST(\\\"ProductRelated_Duration\\\" AS REAL) AS \\\"percentile_measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"OperatingSystems\\\"\\n ORDER BY CAST(\\\"ProductRelated_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"OperatingSystems\\\") AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"OperatingSystems\\\" IS NOT NULL\\n AND \\\"ProductRelated_Duration\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"OperatingSystems\\\",\\n \\\"percentile_measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"cnt\\\" >= 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"OperatingSystems\", \"percentile_measure\"], \"rows\": [{\"OperatingSystems\": \"6\", \"percentile_measure\": 7009.095996}, {\"OperatingSystems\": \"2\", \"percentile_measure\": 5149.434919}, {\"OperatingSystems\": \"4\", \"percentile_measure\": 4377.983333}, {\"OperatingSystems\": \"7\", \"percentile_measure\": 4306.612355}, {\"OperatingSystems\": \"3\", \"percentile_measure\": 3511.833059}, {\"OperatingSystems\": \"1\", \"percentile_measure\": 3022.370406}, {\"OperatingSystems\": \"8\", \"percentile_measure\": 2612.0}, {\"OperatingSystems\": \"5\", \"percentile_measure\": 2059.3}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 51.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c9fcdbd19cb0b3214bc2ca93c7f4469485de4d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:28:26.224809+00:00", + "ended_at": "2026-05-04T07:28:47.650744+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cd17b8bb5bd84ce8", + "problem_id": "v2p_m6_947b63c9c834ce51", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=OperatingSystems, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "OperatingSystems", + "measure_col": "ProductRelated_Duration", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cd17b8bb5bd84ce8.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd17b8bb5bd84ce8", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 685, + "total_tokens": 23599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 279, + "estimated_total_tokens": 3102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21340.02, + "sql_execution_elapsed_ms_total": 51.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cd17b8bb5bd84ce8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55d7c53da4afc46f435b842ea4f6d4ea656d1300 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:28:47.590875+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21340.02, "started_at": "2026-05-04T07:28:26.229252+00:00", "ended_at": "2026-05-04T07:28:47.569583+00:00", "prompt_metrics": {"chars": 10632, "bytes_utf8": 10632, "lines": 312, "estimated_tokens": 2823}, "response_metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 22914, "cached_input_tokens": 21888, "output_tokens": 685}, "stderr_preview": "2026-05-04T07:28:26.444278Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:28:28.987669Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5\\n AND \\\"rn\\\" = ((95 * \\\"cnt\\\" + 99) / 100)\\n)\\nSELECT\\n \\\"OperatingSystems\\\",\\n \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses ROW_NUMBER with integer arithmetic to approximate the 95th percentile point per OperatingSystems group. ProductRelated_Duration is cast from TEXT"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..360f1330c2d2e02d485c3e140984894cccdfe7b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cd17b8bb5bd84ce8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cd17b8bb5bd84ce8", + "api_calls": 0, + "input_tokens": 22914, + "cached_input_tokens": 21888, + "output_tokens": 685, + "total_tokens": 23599, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2823, + "estimated_output_tokens": 279, + "estimated_total_tokens": 3102, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21340.02, + "sql_execution_elapsed_ms_total": 51.23, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cd17b8bb5bd84ce8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e8389959956eb718457f9fdca32ec6861e677a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"PageValues": "0", "support": 9600, "avg_response": 59.45539962111698}, {"PageValues": "53.988", "support": 6, "avg_response": 15.416666666666666}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b190b4b629e446e650d2d9f9b7245731f29e897d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cebb501944d9ac4c +-- problem_id: v2p_m6_802df7880ca5241a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da88c6558f9d6a39f60e93704e95cdcee2db3c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_cebb501944d9ac4c\n-- problem_id: v2p_m6_802df7880ca5241a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"PageValues\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"PageValues\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_cebb501944d9ac4c\\n-- problem_id: v2p_m6_802df7880ca5241a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"PageValues\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"PageValues\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"PageValues\", \"support\", \"avg_response\"], \"rows\": [{\"PageValues\": \"0\", \"support\": 9600, \"avg_response\": 59.45539962111698}, {\"PageValues\": \"53.988\", \"support\": 6, \"avg_response\": 15.416666666666666}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e51371fefd4452420babc3ed416b3c8be8c56616 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.019484+00:00", + "ended_at": "2026-05-04T07:38:30.032558+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cebb501944d9ac4c", + "problem_id": "v2p_m6_802df7880ca5241a", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=PageValues.", + "bindings": { + "key_col": "PageValues", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cebb501944d9ac4c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cebb501944d9ac4c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9095d839707ea0b1cec3af2b1ce8b4ecde0e5a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10688, "bytes_utf8": 10688, "lines": 316, "estimated_tokens": 2858}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..58522a717264d2835651e892447dae177ec2be8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cee21aa64417e075", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11310.29, + "sql_execution_elapsed_ms_total": 8.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cee21aa64417e075\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1999d10fd6874ac4096f9f4b419d773988f462e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:15:15.966888+00:00", + "ended_at": "2026-05-04T07:15:27.277096+00:00", + "elapsed_ms": 11310.29, + "prompt_metrics": { + "chars": 10688, + "bytes_utf8": 10688, + "lines": 316, + "estimated_tokens": 2858 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 455, + "bytes_utf8": 455, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 129 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9ac0fdcb7bf2254693cb9e0e536812944f8584e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=OperatingSystems.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Month", + "measure_col": "OperatingSystems", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..617b19375ede12d87d576d8ca504fb0833dd1530 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d7-5bfb-7530-ac3f-2aed23026d0a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with group_col=\\\"Month\\\", measure_col=\\\"OperatingSystems\\\", and predicate_col=\\\"Browser\\\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":129}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f1ef5290579027cc0748703e32f2be58bd23d7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with group_col=\"Month\", measure_col=\"OperatingSystems\", and predicate_col=\"Browser\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb19937a3905195f9de0466e9f219d57ee05603e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:15:16.150349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:15:18.435213Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:15:26.429930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e90f657ebad0eeb7a563d93b53c2842857db5d0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=OperatingSystems. +Result preview: [{"Month": "May", "total_measure": 6279.0}, {"Month": "Nov", "total_measure": 5520.0}, {"Month": "Mar", "total_measure": 3448.0}, {"Month": "Dec", "total_measure": 3398.0}, {"Month": "Oct", "total_measure": 910.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a183773e6263e1be0edf3da578dd3c0fd27126a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cee21aa64417e075 +-- problem_id: v2p_m6_edc770080bad5a3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de560022b29e21ff5e93b6c67127f6076afbbf19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Month\", SUM(CAST(\"OperatingSystems\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Browser\" AS REAL) >= 2.0\nGROUP BY \"Month\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Month\\\", SUM(CAST(\\\"OperatingSystems\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Browser\\\" AS REAL) >= 2.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"May\", \"total_measure\": 6279.0}, {\"Month\": \"Nov\", \"total_measure\": 5520.0}, {\"Month\": \"Mar\", \"total_measure\": 3448.0}, {\"Month\": \"Dec\", \"total_measure\": 3398.0}, {\"Month\": \"Oct\", \"total_measure\": 910.0}, {\"Month\": \"Sep\", \"total_measure\": 861.0}, {\"Month\": \"Jul\", \"total_measure\": 799.0}, {\"Month\": \"Aug\", \"total_measure\": 777.0}, {\"Month\": \"June\", \"total_measure\": 535.0}, {\"Month\": \"Feb\", \"total_measure\": 261.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c58c9ec3d5936395d544227257cf15157ec7790c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:15:15.963475+00:00", + "ended_at": "2026-05-04T07:15:27.327059+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cee21aa64417e075", + "problem_id": "v2p_m6_edc770080bad5a3a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Month, measure_col=OperatingSystems.", + "bindings": { + "group_col": "Month", + "measure_col": "OperatingSystems", + "predicate_col": "Browser", + "predicate_op": ">=", + "predicate_value": 2.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=80" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cee21aa64417e075.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cee21aa64417e075", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11310.29, + "sql_execution_elapsed_ms_total": 8.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cee21aa64417e075\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ff6946f540535ddaabee6e8fddc3a8f3f5ffd43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:15:27.295165+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11310.29, "started_at": "2026-05-04T07:15:15.966888+00:00", "ended_at": "2026-05-04T07:15:27.277096+00:00", "prompt_metrics": {"chars": 10688, "bytes_utf8": 10688, "lines": 316, "estimated_tokens": 2858}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 129}, "stderr_preview": "2026-05-04T07:15:16.150349Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:15:18.435213Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 2.0\\nGROUP BY \\\"Month\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with group_col=\\\"Month\\\", measure_col=\\\"OperatingSystems\\\", and predicate_col=\\\"Browser\\\". Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dde3d7e1329f6d819908f44a7e6b1b43170c851e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cee21aa64417e075/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cee21aa64417e075", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 129, + "total_tokens": 23076, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11310.29, + "sql_execution_elapsed_ms_total": 8.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cee21aa64417e075\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d17269219cb71c06516803d0967fc4642b21bf08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2820}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22909, "cached_input_tokens": 19840, "output_tokens": 177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ad091239c28f8da1037b4fff9b1520d7bea8d3c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cf74f37bb1534eb2", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11675.48, + "sql_execution_elapsed_ms_total": 8.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cf74f37bb1534eb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..984053714c8262e5087d4fea7dd1f884144b349a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:34:59.273550+00:00", + "ended_at": "2026-05-04T07:35:10.948752+00:00", + "elapsed_ms": 11675.48, + "prompt_metrics": { + "chars": 10574, + "bytes_utf8": 10574, + "lines": 312, + "estimated_tokens": 2820 + }, + "stdout_metrics": { + "chars": 841, + "bytes_utf8": 841, + "lines": 4, + "estimated_tokens": 240 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 511, + "bytes_utf8": 511, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 177 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68fbccb8f8f3c88459fbb87742ad33f580880a58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Browser, measure_col=Administrative.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Browser", + "measure_col": "Administrative", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..82a0a12c7fe0abf947d7738145e7f0343463febb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e9-6a6c-7053-8ca5-0d6efdc95c8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING SUM(CAST(\\\"Administrative\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Browser\\\", measure_col=\\\"Administrative\\\", measure_threshold=4.0, and top_k=11. CAST to REAL was added because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8dfd913716daf5fe0eaa3753886e7bafc2e37cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Browser\", SUM(CAST(\"Administrative\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING SUM(CAST(\"Administrative\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"Browser\", measure_col=\"Administrative\", measure_threshold=4.0, and top_k=11. CAST to REAL was added because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d6bf7d1d66870918416f883070a8a330c983c114 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:59.528578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:35:02.258145Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:35:10.080990Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a50f4a41d246a60772c0e669e6dc4f2873be82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Browser, measure_col=Administrative. +Result preview: [{"Browser": "2", "total_measure": 19345.0}, {"Browser": "1", "total_measure": 5376.0}, {"Browser": "4", "total_measure": 1460.0}, {"Browser": "5", "total_measure": 1056.0}, {"Browser": "10", "total_measure": 376.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bd804cda7db29a56dff10efc0dcf13b3fc7ae63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_cf74f37bb1534eb2 +-- problem_id: v2p_m6_38ca8424e2c9fcb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Administrative" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Browser" +HAVING SUM(CAST("Administrative" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd962cea5ae28de7a5de5d4028a9b4b5ab8003e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Browser\", SUM(CAST(\"Administrative\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Browser\"\nHAVING SUM(CAST(\"Administrative\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Administrative\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nHAVING SUM(CAST(\\\"Administrative\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 19345.0}, {\"Browser\": \"1\", \"total_measure\": 5376.0}, {\"Browser\": \"4\", \"total_measure\": 1460.0}, {\"Browser\": \"5\", \"total_measure\": 1056.0}, {\"Browser\": \"10\", \"total_measure\": 376.0}, {\"Browser\": \"6\", \"total_measure\": 334.0}, {\"Browser\": \"8\", \"total_measure\": 189.0}, {\"Browser\": \"3\", \"total_measure\": 141.0}, {\"Browser\": \"7\", \"total_measure\": 137.0}, {\"Browser\": \"13\", \"total_measure\": 107.0}, {\"Browser\": \"12\", \"total_measure\": 19.0}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dbbb8eae59ef519c77daecda83303e7481f138a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:34:59.268850+00:00", + "ended_at": "2026-05-04T07:35:10.982530+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cf74f37bb1534eb2", + "problem_id": "v2p_m6_38ca8424e2c9fcb2", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Browser, measure_col=Administrative.", + "bindings": { + "group_col": "Browser", + "measure_col": "Administrative", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cf74f37bb1534eb2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cf74f37bb1534eb2", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11675.48, + "sql_execution_elapsed_ms_total": 8.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cf74f37bb1534eb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41b6ad246471ef9f09e879eafa97f40a37c64bbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:35:10.966562+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11675.48, "started_at": "2026-05-04T07:34:59.273550+00:00", "ended_at": "2026-05-04T07:35:10.948752+00:00", "prompt_metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2820}, "response_metrics": {"chars": 511, "bytes_utf8": 511, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22909, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T07:34:59.528578Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:35:02.258145Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"Browser\\\", measure_col=\\\"Administrative\\\", measure_threshold=4.0, and top_k=11. CAST to REAL was added because the SQLite schema stores numeric-looking fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dcf193b21ad524b8c2762ccfcf009d215a7b4fbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cf74f37bb1534eb2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cf74f37bb1534eb2", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 23086, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2944, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11675.48, + "sql_execution_elapsed_ms_total": 8.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cf74f37bb1534eb2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd6d1191d233883790d1393d003ad743c70d3577 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10731, "bytes_utf8": 10731, "lines": 316, "estimated_tokens": 2867}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 545, "bytes_utf8": 545, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22956, "cached_input_tokens": 21888, "output_tokens": 165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..253474316352b644cf015dc14122b12204ebdb14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cfc388c30c83fa11", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 23121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17808.23, + "sql_execution_elapsed_ms_total": 7.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cfc388c30c83fa11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d03c849e548493a89fdc1c894e2f15b851228737 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:59.809053+00:00", + "ended_at": "2026-05-04T07:12:17.616833+00:00", + "elapsed_ms": 17808.23, + "prompt_metrics": { + "chars": 10731, + "bytes_utf8": 10731, + "lines": 316, + "estimated_tokens": 2867 + }, + "stdout_metrics": { + "chars": 879, + "bytes_utf8": 879, + "lines": 4, + "estimated_tokens": 243 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 545, + "bytes_utf8": 545, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 165 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a089946a3f082cff5f64da21fd87ae93ba763456 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational_Duration", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7d0a4803066105fb38f32354ee0eab271182c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d4-6b75-7da3-b97b-68482979e5db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"TrafficType\\\", measure_col=\\\"Informational_Duration\\\", and predicate_col=\\\"Administrative_Duration\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22956,"cached_input_tokens":21888,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ff3ec8e31b065c38bead7791998dcf49ff70c9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required Top-k Group Sum with Filter template with group_col=\"TrafficType\", measure_col=\"Informational_Duration\", and predicate_col=\"Administrative_Duration\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..711682617dfa6634aa8f58969fe7681a53b85ef8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:12:03.672356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:12:06.003355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:12:16.701268Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..14a80691107da12e2d4ef48c9f37bee5fee70d0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational_Duration. +Result preview: [{"TrafficType": "2", "total_measure": 127476.98668933}, {"TrafficType": "1", "total_measure": 33555.317499407}, {"TrafficType": "4", "total_measure": 20728.69809533}, {"TrafficType": "3", "total_measure": 19501.12166666}, {"TrafficType": "13", "total_measure": 12675.52563487}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..10736257aaf7e1e4d8360166eb0f75531036090a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cfc388c30c83fa11 +-- problem_id: v2p_m6_290425b939fc2591 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dff976e432fb14676ee4fc16e6b11dad967cd6d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"TrafficType\", SUM(CAST(\"Informational_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"Administrative_Duration\" AS REAL) >= 93.25625\nGROUP BY \"TrafficType\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"TrafficType\\\", SUM(CAST(\\\"Informational_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"Administrative_Duration\\\" AS REAL) >= 93.25625\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"TrafficType\", \"total_measure\"], \"rows\": [{\"TrafficType\": \"2\", \"total_measure\": 127476.98668933}, {\"TrafficType\": \"1\", \"total_measure\": 33555.317499407}, {\"TrafficType\": \"4\", \"total_measure\": 20728.69809533}, {\"TrafficType\": \"3\", \"total_measure\": 19501.12166666}, {\"TrafficType\": \"13\", \"total_measure\": 12675.52563487}, {\"TrafficType\": \"10\", \"total_measure\": 8503.60833333}, {\"TrafficType\": \"8\", \"total_measure\": 7599.7500004}, {\"TrafficType\": \"6\", \"total_measure\": 7397.3151629}, {\"TrafficType\": \"5\", \"total_measure\": 3075.30000006}, {\"TrafficType\": \"20\", \"total_measure\": 2916.18761903}, {\"TrafficType\": \"14\", \"total_measure\": 2193.933333}, {\"TrafficType\": \"11\", \"total_measure\": 2129.2833333}, {\"TrafficType\": \"19\", \"total_measure\": 2024.0}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1036d48221e038655d8664aa5b255efaffc70137 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:59.806009+00:00", + "ended_at": "2026-05-04T07:12:17.652959+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_cfc388c30c83fa11", + "problem_id": "v2p_m6_290425b939fc2591", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Informational_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Informational_Duration", + "predicate_col": "Administrative_Duration", + "predicate_op": ">=", + "predicate_value": 93.25625, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_cfc388c30c83fa11.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cfc388c30c83fa11", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 23121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17808.23, + "sql_execution_elapsed_ms_total": 7.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cfc388c30c83fa11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3087f980039ff07c9f703e2b954cfcaf0c7702d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:12:17.635663+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17808.23, "started_at": "2026-05-04T07:11:59.809053+00:00", "ended_at": "2026-05-04T07:12:17.616833+00:00", "prompt_metrics": {"chars": 10731, "bytes_utf8": 10731, "lines": 316, "estimated_tokens": 2867}, "response_metrics": {"chars": 545, "bytes_utf8": 545, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22956, "cached_input_tokens": 21888, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:12:03.672356Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:12:06.003355Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 93.25625\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Top-k Group Sum with Filter template with group_col=\\\"TrafficType\\\", measure_col=\\\"Informational_Duration\\\", and predicate_col=\\\"Administrative_Duration\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b118f1acea4a2a05e56b772f1fba9d8d04282dfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_cfc388c30c83fa11/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_cfc388c30c83fa11", + "api_calls": 0, + "input_tokens": 22956, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 23121, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2867, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2995, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17808.23, + "sql_execution_elapsed_ms_total": 7.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_cfc388c30c83fa11\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97b4ef536bd8e0afad0230bb2fe5d34bc30f1027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10405, "bytes_utf8": 10405, "lines": 312, "estimated_tokens": 2777}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6cbdeda115fb35f60eec0b729d99085af12e3222 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d000b0685e51a94b", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 22999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11248.73, + "sql_execution_elapsed_ms_total": 7.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d000b0685e51a94b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c6a1f12160b42854f3f09d4c010804c3e312cb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:11:13.781829+00:00", + "ended_at": "2026-05-04T07:11:25.030415+00:00", + "elapsed_ms": 11248.73, + "prompt_metrics": { + "chars": 10405, + "bytes_utf8": 10405, + "lines": 312, + "estimated_tokens": 2777 + }, + "stdout_metrics": { + "chars": 747, + "bytes_utf8": 747, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13241 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 419, + "bytes_utf8": 419, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 131 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d10a24121c7b5d4bb65d257438452fb2353a122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Region", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a9a95d7df41e9c1ba449ce70bf4c32e01f03d30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-aa05-7412-9b10-a1eacc1ce671"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col bound to \\\"SpecialDay\\\" and measure_col bound to \\\"Region\\\". CAST(\\\"Region\\\" AS REAL) is used because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4546e60a07d0ee62daa967086d92a4dbf878a755 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col bound to \"SpecialDay\" and measure_col bound to \"Region\". CAST(\"Region\" AS REAL) is used because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22f9c8f1db01860dac23df91c67359c20c6e932a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:11:14.047655Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:11:16.635545Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:24.389013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc995af6c602eb5e2fea46645b113bb12b10e0e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region. +Result preview: [{"SpecialDay": "1", "avg_measure": 3.24025974025974}, {"SpecialDay": "0", "avg_measure": 3.1644552757469087}, {"SpecialDay": "0.4", "avg_measure": 3.1481481481481484}, {"SpecialDay": "0.8", "avg_measure": 2.9907692307692306}, {"SpecialDay": "0.6", "avg_measure": 2.8774928774928776}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a48c37e97de608bb198c6a89181f70c776202e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d000b0685e51a94b +-- problem_id: v2p_m6_513499a03be62060 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd250b4db32f413a25ac978ed8cf783e3f82fe59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"SpecialDay\", AVG(CAST(\"Region\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"SpecialDay\\\", AVG(CAST(\\\"Region\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"SpecialDay\", \"avg_measure\"], \"rows\": [{\"SpecialDay\": \"1\", \"avg_measure\": 3.24025974025974}, {\"SpecialDay\": \"0\", \"avg_measure\": 3.1644552757469087}, {\"SpecialDay\": \"0.4\", \"avg_measure\": 3.1481481481481484}, {\"SpecialDay\": \"0.8\", \"avg_measure\": 2.9907692307692306}, {\"SpecialDay\": \"0.6\", \"avg_measure\": 2.8774928774928776}, {\"SpecialDay\": \"0.2\", \"avg_measure\": 2.8202247191011236}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1aa07b9ae73fe1a7021a2c1f78f9ab76e2adb8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:11:13.778575+00:00", + "ended_at": "2026-05-04T07:11:25.068331+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d000b0685e51a94b", + "problem_id": "v2p_m6_513499a03be62060", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=SpecialDay, measure_col=Region.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Region", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=68" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d000b0685e51a94b.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d000b0685e51a94b", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 22999, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2879, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11248.73, + "sql_execution_elapsed_ms_total": 7.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d000b0685e51a94b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8dfd53a82a2dde71078b9f0ecd252d6fd86f438 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d000b0685e51a94b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:25.042523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11248.73, "started_at": "2026-05-04T07:11:13.781829+00:00", "ended_at": "2026-05-04T07:11:25.030415+00:00", "prompt_metrics": {"chars": 10405, "bytes_utf8": 10405, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 419, "bytes_utf8": 419, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:11:14.047655Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:11:16.635545Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Informational", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2b688fc60eccb77a99107cada4c2b54cb7e59d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-6f9a-7452-a96f-dccc94ff3634"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"Informational\\\" AS REAL) AS \\\"Informational\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Informational\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Informational\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Informational\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to \\\"Informational\\\" and CAST to REAL because the schema stores numeric values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":21888,"output_tokens":305}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2258f0c36a4b9359c77ce5731bda6627fbadfd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"Informational\" AS REAL) AS \"Informational\",\n NTILE(10) OVER (ORDER BY CAST(\"Informational\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Informational\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"Informational\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to \"Informational\" and CAST to REAL because the schema stores numeric values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b94fde102a3589a877f550fdc18d40014ff10ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:44.224983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:46.860250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:58.689199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9212eefeeba1ad8d7667b4465cf41f321c94097 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational. +Result preview: [{"Informational": 24.0}, {"Informational": 16.0}, {"Informational": 14.0}, {"Informational": 14.0}, {"Informational": 13.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3c478fa9740c25296ef60264ae1162a6bb432e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_d0a489104d7b4181 +-- problem_id: v2p_m6_9a776b5896bca60e +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("Informational" AS REAL) AS "Informational", + NTILE(10) OVER (ORDER BY CAST("Informational" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Informational" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Informational" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83fce3a39e0dacc9821b39ab3861822ae743f5b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"Informational\" AS REAL) AS \"Informational\",\n NTILE(10) OVER (ORDER BY CAST(\"Informational\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Informational\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"Informational\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"Informational\\\" AS REAL) AS \\\"Informational\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Informational\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Informational\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"Informational\\\" DESC;\", \"columns\": [\"Informational\"], \"rows\": [{\"Informational\": 24.0}, {\"Informational\": 16.0}, {\"Informational\": 14.0}, {\"Informational\": 14.0}, {\"Informational\": 13.0}, {\"Informational\": 12.0}, {\"Informational\": 12.0}, {\"Informational\": 12.0}, {\"Informational\": 12.0}, {\"Informational\": 12.0}, {\"Informational\": 11.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 10.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 9.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 8.0}, {\"Informational\": 7.0}, {\"Informational\": 7.0}, {\"Informational\": 7.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.1}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7752bea61aeca0badcab2e0840194524bdea7112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:31:43.998243+00:00", + "ended_at": "2026-05-04T07:31:59.703094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d0a489104d7b4181", + "problem_id": "v2p_m6_9a776b5896bca60e", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Informational.", + "bindings": { + "measure_col": "Informational", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d0a489104d7b4181.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d0a489104d7b4181", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 21888, + "output_tokens": 305, + "total_tokens": 23228, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2832, + "estimated_output_tokens": 127, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15640.01, + "sql_execution_elapsed_ms_total": 28.1, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d0a489104d7b4181\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55e901effcff7819fa35d0d4325336d7fb5b1c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d0a489104d7b4181/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:59.665056+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15640.01, "started_at": "2026-05-04T07:31:44.003397+00:00", "ended_at": "2026-05-04T07:31:59.645953+00:00", "prompt_metrics": {"chars": 10578, "bytes_utf8": 10578, "lines": 310, "estimated_tokens": 2832}, "response_metrics": {"chars": 513, "bytes_utf8": 513, "lines": 1, "estimated_tokens": 127}, "usage": {"input_tokens": 22923, "cached_input_tokens": 21888, "output_tokens": 305}, "stderr_preview": "2026-05-04T07:31:44.224983Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:46.860250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=Browser.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "item_col": "TrafficType", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..54dcb87bf3aaccb9a2e90a3d64e79396be6ed778 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c6-0000-7261-895c-b4cc40093bca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Browser\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Browser\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required Within-Group Share of Total template with bound roles group_col=\\\"Month\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"Browser\\\". Cast \\\"Browser\\\" from TEXT to REAL for SQLite numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22984,"cached_input_tokens":2432,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..107ec29a0a53f1267b80c74ee3891acd59807c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"TrafficType\",\n SUM(CAST(\"Browser\" AS REAL)) AS total_measure,\n SUM(CAST(\"Browser\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Browser\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"TrafficType\"\nORDER BY share_within_group DESC;","notes":"Used the required Within-Group Share of Total template with bound roles group_col=\"Month\", item_col=\"TrafficType\", and measure_col=\"Browser\". Cast \"Browser\" from TEXT to REAL for SQLite numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83418547a4f0cfca63323f55a336cddac0bcd7b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:56:18.496839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:56:21.023476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:56:28.872335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aba36b7faff4d2676826e85a19827b2db2dba94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=Browser. +Result preview: [{"Month": "Feb", "TrafficType": "3", "total_measure": 174.0, "share_within_group": 43.39152119700748}, {"Month": "Nov", "TrafficType": "2", "total_measure": 2641.0, "share_within_group": 39.137522228808535}, {"Month": "Dec", "TrafficType": "2", "total_measure": 1680.0, "share_within_group": 37.225792155993794}, {"Month": "Mar", "TrafficType": "1", "total_measure": 1578.0, "share_within_group": 36.109839816933636}, {"Month": "Oct", "TrafficType": "2", "total_measure": 437.0, "share_within_group": 35.7318070318888}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab477bfa3a5956b8aa66cefb66e5e4733bc02a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_d104248c31d27772 +-- problem_id: v2p_m6_858ec803cb180977 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "TrafficType", + SUM(CAST("Browser" AS REAL)) AS total_measure, + SUM(CAST("Browser" AS REAL)) * 100.0 / SUM(SUM(CAST("Browser" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2981afa9639f763b27b7a3c0eed7f03cebf29ddd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Month\", \"TrafficType\",\n SUM(CAST(\"Browser\" AS REAL)) AS total_measure,\n SUM(CAST(\"Browser\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Browser\" AS REAL))) OVER (PARTITION BY \"Month\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Month\", \"TrafficType\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Month\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Browser\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Browser\\\" AS REAL))) OVER (PARTITION BY \\\"Month\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Month\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Month\": \"Feb\", \"TrafficType\": \"3\", \"total_measure\": 174.0, \"share_within_group\": 43.39152119700748}, {\"Month\": \"Nov\", \"TrafficType\": \"2\", \"total_measure\": 2641.0, \"share_within_group\": 39.137522228808535}, {\"Month\": \"Dec\", \"TrafficType\": \"2\", \"total_measure\": 1680.0, \"share_within_group\": 37.225792155993794}, {\"Month\": \"Mar\", \"TrafficType\": \"1\", \"total_measure\": 1578.0, \"share_within_group\": 36.109839816933636}, {\"Month\": \"Oct\", \"TrafficType\": \"2\", \"total_measure\": 437.0, \"share_within_group\": 35.7318070318888}, {\"Month\": \"Jul\", \"TrafficType\": \"1\", \"total_measure\": 316.0, \"share_within_group\": 30.739299610894943}, {\"Month\": \"Sep\", \"TrafficType\": \"2\", \"total_measure\": 339.0, \"share_within_group\": 30.430879712746858}, {\"Month\": \"Sep\", \"TrafficType\": \"1\", \"total_measure\": 317.0, \"share_within_group\": 28.45601436265709}, {\"Month\": \"Mar\", \"TrafficType\": \"2\", \"total_measure\": 1222.0, \"share_within_group\": 27.963386727688786}, {\"Month\": \"Aug\", \"TrafficType\": \"1\", \"total_measure\": 287.0, \"share_within_group\": 27.864077669902912}, {\"Month\": \"June\", \"TrafficType\": \"1\", \"total_measure\": 160.0, \"share_within_group\": 23.988005997001498}, {\"Month\": \"Dec\", \"TrafficType\": \"1\", \"total_measure\": 993.0, \"share_within_group\": 22.003102149346333}, {\"Month\": \"Feb\", \"TrafficType\": \"1\", \"total_measure\": 88.0, \"share_within_group\": 21.945137157107233}, {\"Month\": \"May\", \"TrafficType\": \"3\", \"total_measure\": 1734.0, \"share_within_group\": 21.759317354749655}, {\"Month\": \"Aug\", \"TrafficType\": \"2\", \"total_measure\": 222.0, \"share_within_group\": 21.553398058252426}, {\"Month\": \"May\", \"TrafficType\": \"4\", \"total_measure\": 1663.0, \"share_within_group\": 20.868364914041912}, {\"Month\": \"June\", \"TrafficType\": \"2\", \"total_measure\": 138.0, \"share_within_group\": 20.689655172413794}, {\"Month\": \"May\", \"TrafficType\": \"2\", \"total_measure\": 1648.0, \"share_within_group\": 20.680135525159994}, {\"Month\": \"Oct\", \"TrafficType\": \"1\", \"total_measure\": 250.0, \"share_within_group\": 20.44153720359771}, {\"Month\": \"June\", \"TrafficType\": \"3\", \"total_measure\": 133.0, \"share_within_group\": 19.940029985007495}, {\"Month\": \"Jul\", \"TrafficType\": \"2\", \"total_measure\": 192.0, \"share_within_group\": 18.67704280155642}, {\"Month\": \"Mar\", \"TrafficType\": \"3\", \"total_measure\": 778.0, \"share_within_group\": 17.80320366132723}, {\"Month\": \"Dec\", \"TrafficType\": \"20\", \"total_measure\": 799.0, \"share_within_group\": 17.704409483713714}, {\"Month\": \"Jul\", \"TrafficType\": \"4\", \"total_measure\": 179.0, \"share_within_group\": 17.412451361867703}, {\"Month\": \"Nov\", \"TrafficType\": \"1\", \"total_measure\": 1162.0, \"share_within_group\": 17.219917012448132}, {\"Month\": \"Aug\", \"TrafficType\": \"3\", \"total_measure\": 166.0, \"share_within_group\": 16.116504854368934}, {\"Month\": \"Feb\", \"TrafficType\": \"2\", \"total_measure\": 64.0, \"share_within_group\": 15.960099750623442}, {\"Month\": \"Jul\", \"TrafficType\": \"3\", \"total_measure\": 162.0, \"share_within_group\": 15.75875486381323}, {\"Month\": \"Aug\", \"TrafficType\": \"4\", \"total_measure\": 161.0, \"share_within_group\": 15.631067961165048}, {\"Month\": \"June\", \"TrafficType\": \"4\", \"total_measure\": 88.0, \"share_within_group\": 13.193403298350825}, {\"Month\": \"Nov\", \"TrafficType\": \"3\", \"total_measure\": 887.0, \"share_within_group\": 13.144635447540011}, {\"Month\": \"May\", \"TrafficType\": \"1\", \"total_measure\": 1000.0, \"share_within_group\": 12.548625925461161}, {\"Month\": \"Feb\", \"TrafficType\": \"4\", \"total_measure\": 49.0, \"share_within_group\": 12.219451371571072}, {\"Month\": \"Sep\", \"TrafficType\": \"4\", \"total_measure\": 128.0, \"share_within_group\": 11.490125673249551}, {\"Month\": \"Oct\", \"TrafficType\": \"3\", \"total_measure\": 131.0, \"share_within_group\": 10.7113654946852}, {\"Month\": \"Sep\", \"TrafficType\": \"3\", \"total_measure\": 115.0, \"share_within_group\": 10.323159784560143}, {\"Month\": \"Sep\", \"TrafficType\": \"5\", \"total_measure\": 114.0, \"share_within_group\": 10.23339317773788}, {\"Month\": \"June\", \"TrafficType\": \"13\", \"total_measure\": 68.0, \"share_within_group\": 10.194902548725636}, {\"Month\": \"Oct\", \"TrafficType\": \"20\", \"total_measure\": 110.0, \"share_within_group\": 8.994276369582993}, {\"Month\": \"Oct\", \"TrafficType\": \"4\", \"total_measure\": 109.0, \"share_within_group\": 8.912510220768603}, {\"Month\": \"Aug\", \"TrafficType\": \"5\", \"total_measure\": 85.0, \"share_within_group\": 8.25242718446602}, {\"Month\": \"Jul\", \"TrafficType\": \"13\", \"total_measure\": 84.0, \"share_within_group\": 8.171206225680933}, {\"Month\": \"May\", \"TrafficType\": \"13\", \"total_measure\": 639.0, \"share_within_group\": 8.018571966369683}, {\"Month\": \"May\", \"TrafficType\": \"6\", \"total_measure\": 636.0, \"share_within_group\": 7.980926088593299}, {\"Month\": \"Dec\", \"TrafficType\": \"3\", \"total_measure\": 328.0, \"share_within_group\": 7.267892754265455}, {\"Month\": \"June\", \"TrafficType\": \"5\", \"total_measure\": 45.0, \"share_within_group\": 6.746626686656672}, {\"Month\": \"Oct\", \"TrafficType\": \"5\", \"total_measure\": 81.0, \"share_within_group\": 6.623058053965658}, {\"Month\": \"Mar\", \"TrafficType\": \"10\", \"total_measure\": 288.0, \"share_within_group\": 6.590389016018307}, {\"Month\": \"Nov\", \"TrafficType\": \"10\", \"total_measure\": 420.0, \"share_within_group\": 6.224066390041494}, {\"Month\": \"Nov\", \"TrafficType\": \"11\", \"total_measure\": 410.0, \"share_within_group\": 6.075874333135744}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 14.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dba263dc36539f156773e0b1e793d82fdcac911b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:56:18.288887+00:00", + "ended_at": "2026-05-04T06:56:29.822042+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d104248c31d27772", + "problem_id": "v2p_m6_858ec803cb180977", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Month, measure_col=Browser.", + "bindings": { + "group_col": "Month", + "measure_col": "Browser", + "item_col": "TrafficType", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d104248c31d27772.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d104248c31d27772", + "api_calls": 0, + "input_tokens": 22984, + "cached_input_tokens": 2432, + "output_tokens": 169, + "total_tokens": 23153, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2893, + "estimated_output_tokens": 153, + "estimated_total_tokens": 3046, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11488.29, + "sql_execution_elapsed_ms_total": 14.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d104248c31d27772\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..60d0d052c795ba4934650e2e0c71a68a6b726eb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d104248c31d27772/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:56:29.798704+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11488.29, "started_at": "2026-05-04T06:56:18.292906+00:00", "ended_at": "2026-05-04T06:56:29.780927+00:00", "prompt_metrics": {"chars": 10797, "bytes_utf8": 10797, "lines": 314, "estimated_tokens": 2893}, "response_metrics": {"chars": 594, "bytes_utf8": 594, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22984, "cached_input_tokens": 2432, "output_tokens": 169}, "stderr_preview": "2026-05-04T06:56:18.496839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:56:21.023476Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b0adc7611be3fd8c33d233e23f04f30575645c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-b828-7500-a032-3bd6bd67c7d3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"Administrative\\\",\\n AVG(\\\"Informational_value\\\") AS conditional_percentile\\nFROM (\\n SELECT \\\"Administrative\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"Informational_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'TRUE'\\n)\\nWHERE \\\"rn\\\" IN (\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1,\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 2\\n)\\nGROUP BY \\\"Administrative\\\"\\nORDER BY conditional_percentile DESC;\",\"notes\":\"Used a SQLite-compatible window-function interpolation substitute for PERCENTILE_CONT(0.9), filtering rows where \\\"Revenue\\\" = 'TRUE' and grouping by \\\"Administrative\\\". Cast \\\"Informational\\\" from TEXT to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22980,"cached_input_tokens":3456,"output_tokens":360}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d684c48cf2c1486bf1a4602d3e48d68ee4089149 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nSELECT \"Administrative\",\n AVG(\"Informational_value\") AS conditional_percentile\nFROM (\n SELECT \"Administrative\",\n CAST(\"Informational\" AS REAL) AS \"Informational_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'TRUE'\n)\nWHERE \"rn\" IN (\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1,\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 2\n)\nGROUP BY \"Administrative\"\nORDER BY conditional_percentile DESC;","notes":"Used a SQLite-compatible window-function interpolation substitute for PERCENTILE_CONT(0.9), filtering rows where \"Revenue\" = 'TRUE' and grouping by \"Administrative\". Cast \"Informational\" from TEXT to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..391d680b07b98e218e547ef5efe226e97ae451bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:49.942561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:52.389361Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:03.911801Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..291eb0be569bc2f5e0f206390f848c2f84c14653 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue. +Result preview: [{"Administrative": "26", "conditional_percentile": 9.0}, {"Administrative": "15", "conditional_percentile": 7.5}, {"Administrative": "13", "conditional_percentile": 7.5}, {"Administrative": "18", "conditional_percentile": 6.0}, {"Administrative": "14", "conditional_percentile": 6.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6e1ff3b4ab27f6797892db8b41b4f1ca5830ba2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_d1327b0e6d7f68d9 +-- problem_id: v2p_m6_4963affe3f6ae01a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG("Informational_value") AS conditional_percentile +FROM ( + SELECT "Administrative", + CAST("Informational" AS REAL) AS "Informational_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" = 'TRUE' +) +WHERE "rn" IN ( + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1, + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 2 +) +GROUP BY "Administrative" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ece1dbcb0eee7f17ec26788d46195be8410dabd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nSELECT \"Administrative\",\n AVG(\"Informational_value\") AS conditional_percentile\nFROM (\n SELECT \"Administrative\",\n CAST(\"Informational\" AS REAL) AS \"Informational_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Informational\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'TRUE'\n)\nWHERE \"rn\" IN (\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 1,\n CAST(((\"cnt\" - 1) * 0.9) AS INTEGER) + 2\n)\nGROUP BY \"Administrative\"\nORDER BY conditional_percentile DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nSELECT \\\"Administrative\\\",\\n AVG(\\\"Informational_value\\\") AS conditional_percentile\\nFROM (\\n SELECT \\\"Administrative\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"Informational_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Informational\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'TRUE'\\n)\\nWHERE \\\"rn\\\" IN (\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 1,\\n CAST(((\\\"cnt\\\" - 1) * 0.9) AS INTEGER) + 2\\n)\\nGROUP BY \\\"Administrative\\\"\\nORDER BY conditional_percentile DESC;\", \"columns\": [\"Administrative\", \"conditional_percentile\"], \"rows\": [{\"Administrative\": \"26\", \"conditional_percentile\": 9.0}, {\"Administrative\": \"15\", \"conditional_percentile\": 7.5}, {\"Administrative\": \"13\", \"conditional_percentile\": 7.5}, {\"Administrative\": \"18\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"14\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"11\", \"conditional_percentile\": 5.5}, {\"Administrative\": \"12\", \"conditional_percentile\": 5.0}, {\"Administrative\": \"10\", \"conditional_percentile\": 4.5}, {\"Administrative\": \"9\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"8\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"7\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"19\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"16\", \"conditional_percentile\": 3.5}, {\"Administrative\": \"6\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"3\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"22\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"20\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"5\", \"conditional_percentile\": 2.5}, {\"Administrative\": \"4\", \"conditional_percentile\": 2.0}, {\"Administrative\": \"2\", \"conditional_percentile\": 2.0}, {\"Administrative\": \"1\", \"conditional_percentile\": 2.0}, {\"Administrative\": \"17\", \"conditional_percentile\": 1.5}, {\"Administrative\": \"0\", \"conditional_percentile\": 1.0}], \"row_count_returned\": 23, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..27ca7e5a247e0dc347a99ef72d9c3820d126655e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:05:49.702018+00:00", + "ended_at": "2026-05-04T07:06:04.914832+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d1327b0e6d7f68d9", + "problem_id": "v2p_m6_4963affe3f6ae01a", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "condition_col": "Revenue", + "condition_value": "TRUE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d1327b0e6d7f68d9.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1327b0e6d7f68d9", + "api_calls": 0, + "input_tokens": 22980, + "cached_input_tokens": 3456, + "output_tokens": 360, + "total_tokens": 23340, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2889, + "estimated_output_tokens": 257, + "estimated_total_tokens": 3146, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15169.8, + "sql_execution_elapsed_ms_total": 10.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d1327b0e6d7f68d9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8772c095883d2e707164eb4a3dc3adcdb1fb2e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1327b0e6d7f68d9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:04.889472+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15169.8, "started_at": "2026-05-04T07:05:49.705995+00:00", "ended_at": "2026-05-04T07:06:04.875586+00:00", "prompt_metrics": {"chars": 10928, "bytes_utf8": 10928, "lines": 317, "estimated_tokens": 2889}, "response_metrics": {"chars": 1041, "bytes_utf8": 1041, "lines": 1, "estimated_tokens": 257}, "usage": {"input_tokens": 22980, "cached_input_tokens": 3456, "output_tokens": 360}, "stderr_preview": "2026-05-04T07:05:49.942561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:52.389361Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..409a76f3f1fba6bb87b40b693105a58abb3c1db4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d14c5116b5189e3a\n-- problem_id: v2p_m6_e84980cb80563c1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d14c5116b5189e3a\\n-- problem_id: v2p_m6_e84980cb80563c1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 2.8161575562700967}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 2.289784946236559}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 1.4048034934497815}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 9.216996699752475}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 13.229587542247474}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 6.022719522762149}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 10.961250311518326}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 13.786711711621622}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 12.245681818393939}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 11.753312302933754}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 21.019009585718848}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 14.368614718506493}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 9.472277146262975}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 13.488774250370371}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 15.76217948705}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 42.202390438366535}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 17.537761623893804}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 19.22111111097778}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 38.49820336238532}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 20.05238654164319}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 11.2287666665}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 27.43149078758794}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 20.671701389062502}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 43.924583333166666}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 39.04510425084746}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 68.65172042967743}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 25.663365800844154}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 38.73339120347222}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 32.372551978169014}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 21.223370370370368}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 52.76347656195313}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 57.62031680471074}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 20.621148459411764}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 25.481779660762715}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 55.284848484545456}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 30.851681957155964}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 45.804093850776695}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 34.92722772376238}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 33.20430711235955}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 41.417843137647054}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 61.659523809090906}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 39.16095890452055}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 65.59178404084507}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 43.609507042253526}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 28.85966183618841}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 59.27132703029412}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 43.44567708390625}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 31.49758064516129}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 66.97068376013334}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 38.143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 10.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..28b46d838a61ebe9e34dc109922ca6d25699358e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.768678+00:00", + "ended_at": "2026-05-04T07:38:29.783519+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d14c5116b5189e3a", + "problem_id": "v2p_m6_e84980cb80563c1a", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d14c5116b5189e3a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d14c5116b5189e3a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f81b9255e550a0c24c303aac1ef98e0a7c53831 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 312, "estimated_tokens": 2821}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..59cd4634bc7b60bdc0d6869332ab4a00c3e15dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1e95bc5a84edcee", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13439.64, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d1e95bc5a84edcee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..933a5fccb9edcec5f45d61aeba249d46d4dd3d37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:32:53.173899+00:00", + "ended_at": "2026-05-04T07:33:06.612869+00:00", + "elapsed_ms": 13439.64, + "prompt_metrics": { + "chars": 10582, + "bytes_utf8": 10582, + "lines": 312, + "estimated_tokens": 2821 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13193 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 477, + "bytes_utf8": 477, + "lines": 1, + "estimated_tokens": 116 + }, + "usage": { + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c641204f6b39a548b1a2a4d5987d966af3967761 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Administrative", + "measure_col": "SpecialDay", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..80cbe53f997848eb39245386e4d517ccf3dc2ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-7dd6-7121-abe9-7a930aa878a3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING SUM(CAST(\\\"SpecialDay\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"Administrative\\\" and measure_col=\\\"SpecialDay\\\". Cast \\\"SpecialDay\\\" to REAL because the SQLite schema stores fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc53f35f79070149f41c837bb9f76621f1873b2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Administrative\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING SUM(CAST(\"SpecialDay\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Applied the planned Thresholded Group Ranking template with group_col=\"Administrative\" and measure_col=\"SpecialDay\". Cast \"SpecialDay\" to REAL because the SQLite schema stores fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4d8be11a035425bc3cfda3f6c2fb9f7ee45cc01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:32:53.432333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:32:55.918368Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:03.895334Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc64ce281ef4234da4c93dfb9205cdb8e98b0990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=SpecialDay. +Result preview: [{"Administrative": "0", "total_measure": 503.0}, {"Administrative": "1", "total_measure": 62.4}, {"Administrative": "2", "total_measure": 54.800000000000004}, {"Administrative": "3", "total_measure": 33.6}, {"Administrative": "4", "total_measure": 23.4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab0d33d133cb279885b7bd473a5498b49b553533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_d1e95bc5a84edcee +-- problem_id: v2p_m6_592551ef938ef21a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Administrative" +HAVING SUM(CAST("SpecialDay" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6d8dccfba8832d52de29c63decd09abcdab57c41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Administrative\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING SUM(CAST(\"SpecialDay\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING SUM(CAST(\\\"SpecialDay\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 503.0}, {\"Administrative\": \"1\", \"total_measure\": 62.4}, {\"Administrative\": \"2\", \"total_measure\": 54.800000000000004}, {\"Administrative\": \"3\", \"total_measure\": 33.6}, {\"Administrative\": \"4\", \"total_measure\": 23.4}, {\"Administrative\": \"5\", \"total_measure\": 22.8}, {\"Administrative\": \"6\", \"total_measure\": 16.6}, {\"Administrative\": \"8\", \"total_measure\": 9.4}, {\"Administrative\": \"10\", \"total_measure\": 7.4}, {\"Administrative\": \"9\", \"total_measure\": 6.4}, {\"Administrative\": \"7\", \"total_measure\": 6.4}], \"row_count_returned\": 11, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.54}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f5d4edea6e45fad07341563d0678efd76f8b201 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:32:53.170547+00:00", + "ended_at": "2026-05-04T07:33:06.647626+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d1e95bc5a84edcee", + "problem_id": "v2p_m6_592551ef938ef21a", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=Administrative, measure_col=SpecialDay.", + "bindings": { + "group_col": "Administrative", + "measure_col": "SpecialDay", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d1e95bc5a84edcee.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1e95bc5a84edcee", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13439.64, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d1e95bc5a84edcee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..984118f481d088c7a89497c9702930fc0eef7e6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:06.623263+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13439.64, "started_at": "2026-05-04T07:32:53.173899+00:00", "ended_at": "2026-05-04T07:33:06.612869+00:00", "prompt_metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 477, "bytes_utf8": 477, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:32:53.432333Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:32:55.918368Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Applied the planned Thresholded Group Ranking template with group_col=\\\"Administrative\\\" and measure_col=\\\"SpecialDay\\\". Cast \\\"SpecialDay\\\" to REAL because the SQLite schema stores fields as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b3ef709a8bd883bed4cb61a0e523a99786789225 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1e95bc5a84edcee/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d1e95bc5a84edcee", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 23069, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2937, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13439.64, + "sql_execution_elapsed_ms_total": 8.54, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d1e95bc5a84edcee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaf1f52de29aa3318f96466ca46052ebc20855f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Administrative": "0", "support": 5768, "avg_response": 9.895687722925278}, {"Administrative": "1", "support": 1354, "avg_response": 27.621949075211962}, {"Administrative": "2", "support": 1114, "avg_response": 31.06671924423698}, {"Administrative": "3", "support": 915, "avg_response": 43.08117356222951}, {"Administrative": "4", "support": 765, "avg_response": 45.657407407865364}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bea28e1bae94a4d0c37e4f929f5005cf122d3173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d1febc15bf8694bf +-- problem_id: v2p_m6_0041d11e0e4847ef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..469da35f8eea1a4f210ece0ae2f5bd20c9b6c495 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d1febc15bf8694bf\n-- problem_id: v2p_m6_0041d11e0e4847ef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d1febc15bf8694bf\\n-- problem_id: v2p_m6_0041d11e0e4847ef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 9.895687722925278}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 27.621949075211962}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 31.06671924423698}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 43.08117356222951}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 45.657407407865364}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 44.395811445874784}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 67.57120342819445}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 76.09508875786983}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 118.33736271449477}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 92.84525290915555}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 105.85386257614378}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 150.85299320380952}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 150.08465116197675}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 119.88901360410715}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 217.62978895227272}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 228.54780702631578}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 111.31868055708333}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 369.66339283125}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 206.95138888333335}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 88.73333333333333}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..017a857c478997e81076aa424737cf48e77a4b69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.599949+00:00", + "ended_at": "2026-05-04T07:38:29.611995+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d1febc15bf8694bf", + "problem_id": "v2p_m6_0041d11e0e4847ef", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d1febc15bf8694bf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d1febc15bf8694bf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a28a9493212cbb566f795740515eeb2cc3b6d893 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10621, "bytes_utf8": 10621, "lines": 312, "estimated_tokens": 2818}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1152, "bytes_utf8": 1152, "lines": 1, "estimated_tokens": 319}, "usage": {"input_tokens": 22909, "cached_input_tokens": 19840, "output_tokens": 604}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7be49169930f1785f0ea2d0e97850f901d8a1fcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d2932a8a7d825c03", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 604, + "total_tokens": 23513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2818, + "estimated_output_tokens": 319, + "estimated_total_tokens": 3137, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.39, + "sql_execution_elapsed_ms_total": 66.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d2932a8a7d825c03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d48a45cbca17b30a03d4f51b054c6c7be148b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:24:56.823920+00:00", + "ended_at": "2026-05-04T07:25:17.794439+00:00", + "elapsed_ms": 20970.39, + "prompt_metrics": { + "chars": 10621, + "bytes_utf8": 10621, + "lines": 312, + "estimated_tokens": 2818 + }, + "stdout_metrics": { + "chars": 1605, + "bytes_utf8": 1605, + "lines": 4, + "estimated_tokens": 504 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1152, + "bytes_utf8": 1152, + "lines": 1, + "estimated_tokens": 319 + }, + "usage": { + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 604 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ec240f46db783bfb3fade1dc1179eab3aa0ff28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..69b5e6b3fa04786059219f20607ba8cbeab81f99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e0-3942-7a62-a6fc-232e5b737018"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank emulation of the 0.9 percentile within each \\\"Administrative\\\" group, ordering by CAST(\\\"Administrative_Duration\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":19840,"output_tokens":604}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c858826a3a8b81a4c8545ff8e0fcc85a67bd2cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"Administrative\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"p_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"Administrative\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"p_rank\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a nearest-rank emulation of the 0.9 percentile within each \"Administrative\" group, ordering by CAST(\"Administrative_Duration\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a1559a2f06ef4d65735281ca152ad4f0a1bf977 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:24:57.119797Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:24:59.576000Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:25:17.381439Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..356fd9646eca82a3b6d458f64446a79b5805682a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Administrative_Duration. +Result preview: [{"Administrative": "22", "percentile_measure": 1951.279141}, {"Administrative": "26", "percentile_measure": 1561.717567}, {"Administrative": "20", "percentile_measure": 1307.675}, {"Administrative": "14", "percentile_measure": 1130.502941}, {"Administrative": "21", "percentile_measure": 1079.184314}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e3a4303548daae0b74d893acd457603ae76bd44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/generated_sql.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_d2932a8a7d825c03 +-- problem_id: v2p_m6_ea56980adce334cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + CAST("Administrative_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"target_rank" AS ( + SELECT + "Administrative", + "measure_value", + "rn", + "cnt", + CAST(0.9 * "cnt" AS INTEGER) + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END AS "p_rank" + FROM "ranked" +) +SELECT + "Administrative", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "p_rank" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..45c23c9cce4bd3f9d866ba483996091b781eda75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Administrative_Duration\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY CAST(\"Administrative_Duration\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"m6\"\n WHERE \"Administrative\" IS NOT NULL\n AND \"Administrative_Duration\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"Administrative\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(0.9 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.9 * \"cnt\" > CAST(0.9 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"p_rank\"\n FROM \"ranked\"\n)\nSELECT\n \"Administrative\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rank\"\nWHERE \"rn\" = \"p_rank\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Administrative_Duration\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY CAST(\\\"Administrative_Duration\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Administrative_Duration\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.9 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.9 * \\\"cnt\\\" > CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"Administrative\", \"percentile_measure\"], \"rows\": [{\"Administrative\": \"22\", \"percentile_measure\": 1951.279141}, {\"Administrative\": \"26\", \"percentile_measure\": 1561.717567}, {\"Administrative\": \"20\", \"percentile_measure\": 1307.675}, {\"Administrative\": \"14\", \"percentile_measure\": 1130.502941}, {\"Administrative\": \"21\", \"percentile_measure\": 1079.184314}, {\"Administrative\": \"18\", \"percentile_measure\": 1012.5}, {\"Administrative\": \"15\", \"percentile_measure\": 1011.361111}, {\"Administrative\": \"17\", \"percentile_measure\": 975.75}, {\"Administrative\": \"19\", \"percentile_measure\": 902.16}, {\"Administrative\": \"24\", \"percentile_measure\": 876.2333333}, {\"Administrative\": \"27\", \"percentile_measure\": 853.735949}, {\"Administrative\": \"16\", \"percentile_measure\": 770.6}, {\"Administrative\": \"11\", \"percentile_measure\": 752.3833333}, {\"Administrative\": \"12\", \"percentile_measure\": 739.2091954}, {\"Administrative\": \"10\", \"percentile_measure\": 720.5}, {\"Administrative\": \"13\", \"percentile_measure\": 662.3392857}, {\"Administrative\": \"9\", \"percentile_measure\": 501.4833333}, {\"Administrative\": \"8\", \"percentile_measure\": 487.0}, {\"Administrative\": \"6\", \"percentile_measure\": 437.3913043}, {\"Administrative\": \"7\", \"percentile_measure\": 367.6666667}, {\"Administrative\": \"5\", \"percentile_measure\": 345.0}, {\"Administrative\": \"23\", \"percentile_measure\": 335.1309524}, {\"Administrative\": \"4\", \"percentile_measure\": 305.0}, {\"Administrative\": \"3\", \"percentile_measure\": 228.0}, {\"Administrative\": \"2\", \"percentile_measure\": 175.2}, {\"Administrative\": \"1\", \"percentile_measure\": 92.6}, {\"Administrative\": \"0\", \"percentile_measure\": 0.0}], \"row_count_returned\": 27, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 66.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f328987aae0761ccb4374097645ef227212e148f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:24:56.819220+00:00", + "ended_at": "2026-05-04T07:25:17.893243+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d2932a8a7d825c03", + "problem_id": "v2p_m6_ea56980adce334cd", + "dataset_id": "m6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=Administrative, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Administrative_Duration", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d2932a8a7d825c03.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d2932a8a7d825c03", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 604, + "total_tokens": 23513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2818, + "estimated_output_tokens": 319, + "estimated_total_tokens": 3137, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.39, + "sql_execution_elapsed_ms_total": 66.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d2932a8a7d825c03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d138c8d4e6146d3a4eb4026c22e5a0dbd201cc4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:25:17.818029+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 20970.39, "started_at": "2026-05-04T07:24:56.823920+00:00", "ended_at": "2026-05-04T07:25:17.794439+00:00", "prompt_metrics": {"chars": 10621, "bytes_utf8": 10621, "lines": 312, "estimated_tokens": 2818}, "response_metrics": {"chars": 1152, "bytes_utf8": 1152, "lines": 1, "estimated_tokens": 319}, "usage": {"input_tokens": 22909, "cached_input_tokens": 19840, "output_tokens": 604}, "stderr_preview": "2026-05-04T07:24:57.119797Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:24:59.576000Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"p_rank\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rank\\\"\\nWHERE \\\"rn\\\" = \\\"p_rank\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..68d1d1d89e7f85055944c5358f8ee2d40dc93a79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d2932a8a7d825c03/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d2932a8a7d825c03", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 19840, + "output_tokens": 604, + "total_tokens": 23513, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2818, + "estimated_output_tokens": 319, + "estimated_total_tokens": 3137, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 20970.39, + "sql_execution_elapsed_ms_total": 66.41, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d2932a8a7d825c03\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c7ff2a423db29cc84ae93da004d94acdf98ce0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10676, "bytes_utf8": 10676, "lines": 316, "estimated_tokens": 2857}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22946, "cached_input_tokens": 22400, "output_tokens": 167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..234943b51c48883f832289537766986e8d4f5e67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d29a7a1dfa518394", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 167, + "total_tokens": 23113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12078.31, + "sql_execution_elapsed_ms_total": 5.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d29a7a1dfa518394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..141298c25d00d849609f6d1be4e7d6a9562e8bc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:16:03.236510+00:00", + "ended_at": "2026-05-04T07:16:15.305822+00:00", + "elapsed_ms": 12078.31, + "prompt_metrics": { + "chars": 10676, + "bytes_utf8": 10676, + "lines": 316, + "estimated_tokens": 2857 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 167 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3871e7e12ac8804b5201613a0e9b48c703f062d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Region.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Browser", + "measure_col": "Region", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0779147bda1ca9034a9e779ce887c826ee03168c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d8-14b8-7bb2-a7fc-f5be4aef38bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"Browser\\\", measure_col=\\\"Region\\\", and predicate_col=\\\"TrafficType\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22946,"cached_input_tokens":22400,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..31fe21d39e5b39e68560a2420a5ec9c2c7a03d35 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the required template with group_col=\"Browser\", measure_col=\"Region\", and predicate_col=\"TrafficType\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f7bb05680728cca5bf684af3e362c6cf63ab0bdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:16:03.471715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:16:06.034277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:16:14.354932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..83454034f2df2a5fd8a3bdcee47ca3b41658c2f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Region. +Result preview: [{"Browser": "2", "total_measure": 8598.0}, {"Browser": "1", "total_measure": 1715.0}, {"Browser": "4", "total_measure": 634.0}, {"Browser": "13", "total_measure": 549.0}, {"Browser": "5", "total_measure": 407.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbbc397c162595b7e1011961a005cb2d351c5aec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d29a7a1dfa518394 +-- problem_id: v2p_m6_7731be26633dcbe3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c3d2eedc96c9ddc7b49d2e1db60e6a5de11b823 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Browser\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"TrafficType\" AS REAL) >= 4.0\nGROUP BY \"Browser\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Browser\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"TrafficType\\\" AS REAL) >= 4.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"Browser\", \"total_measure\"], \"rows\": [{\"Browser\": \"2\", \"total_measure\": 8598.0}, {\"Browser\": \"1\", \"total_measure\": 1715.0}, {\"Browser\": \"4\", \"total_measure\": 634.0}, {\"Browser\": \"13\", \"total_measure\": 549.0}, {\"Browser\": \"5\", \"total_measure\": 407.0}, {\"Browser\": \"8\", \"total_measure\": 239.0}, {\"Browser\": \"6\", \"total_measure\": 137.0}, {\"Browser\": \"3\", \"total_measure\": 128.0}, {\"Browser\": \"10\", \"total_measure\": 118.0}, {\"Browser\": \"7\", \"total_measure\": 74.0}, {\"Browser\": \"11\", \"total_measure\": 17.0}, {\"Browser\": \"12\", \"total_measure\": 1.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b2b7141bb1f26ad67a355d9471deff21a4847e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:16:03.232125+00:00", + "ended_at": "2026-05-04T07:16:15.360605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d29a7a1dfa518394", + "problem_id": "v2p_m6_7731be26633dcbe3", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Browser, measure_col=Region.", + "bindings": { + "group_col": "Browser", + "measure_col": "Region", + "predicate_col": "TrafficType", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=2/2", + "binding_index=82" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 11, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d29a7a1dfa518394.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d29a7a1dfa518394", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 167, + "total_tokens": 23113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12078.31, + "sql_execution_elapsed_ms_total": 5.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d29a7a1dfa518394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..442aa57132b095f149bbee4d282a5f61b2b778a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:16:15.333624+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12078.31, "started_at": "2026-05-04T07:16:03.236510+00:00", "ended_at": "2026-05-04T07:16:15.305822+00:00", "prompt_metrics": {"chars": 10676, "bytes_utf8": 10676, "lines": 316, "estimated_tokens": 2857}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22946, "cached_input_tokens": 22400, "output_tokens": 167}, "stderr_preview": "2026-05-04T07:16:03.471715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:16:06.034277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"Browser\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the required template with group_col=\\\"Browser\\\", measure_col=\\\"Region\\\", and predicate_col=\\\"TrafficType\\\". Cast numeric-text columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c568eedc0e7035bc53fec318ac00c2f34095d920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d29a7a1dfa518394/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d29a7a1dfa518394", + "api_calls": 0, + "input_tokens": 22946, + "cached_input_tokens": 22400, + "output_tokens": 167, + "total_tokens": 23113, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2857, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2967, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12078.31, + "sql_execution_elapsed_ms_total": 5.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d29a7a1dfa518394\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..676fdf1783c948f35634ce8ed2853f25a74fc71f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 315, "estimated_tokens": 2846}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22937, "cached_input_tokens": 19840, "output_tokens": 180}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..661b2268a82892e90f1975ff9492c2bda873e799 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d5127adc4d62cb80", + "api_calls": 0, + "input_tokens": 22937, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 23117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2846, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15221.95, + "sql_execution_elapsed_ms_total": 8.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d5127adc4d62cb80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..42acec6a1ac5ef8c7abab8efc2a7186510dfe5e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:53:33.175594+00:00", + "ended_at": "2026-05-04T06:53:48.393134+00:00", + "elapsed_ms": 15221.95, + "prompt_metrics": { + "chars": 10669, + "bytes_utf8": 10669, + "lines": 315, + "estimated_tokens": 2846 + }, + "stdout_metrics": { + "chars": 805, + "bytes_utf8": 805, + "lines": 4, + "estimated_tokens": 225 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 480, + "bytes_utf8": 480, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22937, + "cached_input_tokens": 19840, + "output_tokens": 180 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a78cd2baaa71119e9f9d88c152910ea5fe95953c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=OperatingSystems, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "OperatingSystems", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..21eff9917a37432b46e998b9d7f19df0d5b6ef92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c3-87ee-7b52-80f5-7453848b322e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Applied the provided Grouped Condition Rate template with group_col=\\\"OperatingSystems\\\" and condition_col=\\\"SpecialDay\\\" using the bound condition_value 0.6. Compared against the TEXT-stored value '0.6' for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22937,"cached_input_tokens":19840,"output_tokens":180}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34f8f1a180839df358cfa5efed1be8f318060296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"OperatingSystems\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY condition_rate DESC;","notes":"Applied the provided Grouped Condition Rate template with group_col=\"OperatingSystems\" and condition_col=\"SpecialDay\" using the bound condition_value 0.6. Compared against the TEXT-stored value '0.6' for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f1b54524970a762031fc247173f90e589b5a432 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:53:36.711610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:53:39.173019Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:53:47.421143Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a139c39a876b7fb2fc96bd0ab9781ec2d87c16fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=OperatingSystems, condition_col=SpecialDay. +Result preview: [{"OperatingSystems": "6", "condition_rate": 0.05263157894736842}, {"OperatingSystems": "2", "condition_rate": 0.029995455234055446}, {"OperatingSystems": "3", "condition_rate": 0.02857142857142857}, {"OperatingSystems": "1", "condition_rate": 0.02553191489361702}, {"OperatingSystems": "4", "condition_rate": 0.02510460251046025}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62c915aaf4abdba8255b9cfc12febab28c57cd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_d5127adc4d62cb80 +-- problem_id: v2p_m6_3ae8bbc85f60faa1 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ec39dc5e79caecb17f7a0758f85971bddb93770 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"OperatingSystems\",\n AVG(CASE WHEN \"SpecialDay\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"OperatingSystems\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"OperatingSystems\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0.6' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"OperatingSystems\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"OperatingSystems\", \"condition_rate\"], \"rows\": [{\"OperatingSystems\": \"6\", \"condition_rate\": 0.05263157894736842}, {\"OperatingSystems\": \"2\", \"condition_rate\": 0.029995455234055446}, {\"OperatingSystems\": \"3\", \"condition_rate\": 0.02857142857142857}, {\"OperatingSystems\": \"1\", \"condition_rate\": 0.02553191489361702}, {\"OperatingSystems\": \"4\", \"condition_rate\": 0.02510460251046025}, {\"OperatingSystems\": \"8\", \"condition_rate\": 0.012658227848101266}, {\"OperatingSystems\": \"7\", \"condition_rate\": 0.0}, {\"OperatingSystems\": \"5\", \"condition_rate\": 0.0}], \"row_count_returned\": 8, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ec710fcb6338b7865fbef3eb65f0321fb964ea3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:53:33.172310+00:00", + "ended_at": "2026-05-04T06:53:48.425007+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d5127adc4d62cb80", + "problem_id": "v2p_m6_3ae8bbc85f60faa1", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=OperatingSystems, condition_col=SpecialDay.", + "bindings": { + "group_col": "OperatingSystems", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 93.25625, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d5127adc4d62cb80.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d5127adc4d62cb80", + "api_calls": 0, + "input_tokens": 22937, + "cached_input_tokens": 19840, + "output_tokens": 180, + "total_tokens": 23117, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2846, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15221.95, + "sql_execution_elapsed_ms_total": 8.02, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d5127adc4d62cb80\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e63b10993f05412fac9e824896f918418969f5a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d5127adc4d62cb80/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:53:48.410827+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15221.95, "started_at": "2026-05-04T06:53:33.175594+00:00", "ended_at": "2026-05-04T06:53:48.393134+00:00", "prompt_metrics": {"chars": 10669, "bytes_utf8": 10669, "lines": 315, "estimated_tokens": 2846}, "response_metrics": {"chars": 480, "bytes_utf8": 480, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22937, "cached_input_tokens": 19840, "output_tokens": 180}, "stderr_preview": "2026-05-04T06:53:36.711610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:53:39.173019Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated_Duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd8d373867b582951b187a3105fff2e625985e4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d1-27d6-7981-b2c4-52edc58c949c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"Region\\\" and measure_col=\\\"ProductRelated_Duration\\\". CAST to REAL is necessary because the schema stores this numeric measure as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22874,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae645cbb2ee783a9d8e7258c8658c29d8bd0f6dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"ProductRelated_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"Region\" and measure_col=\"ProductRelated_Duration\". CAST to REAL is necessary because the schema stores this numeric measure as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d3e66480ce3fb13e949607527ff790764729f01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:08:29.596198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:08:32.174508Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:08:41.101070Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6ccaa6f53b97e4eb1fbe35fc9a07ae393367660 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration. +Result preview: [{"Region": "1", "avg_measure": 1276.1073540241807}, {"Region": "3", "avg_measure": 1188.4084239221265}, {"Region": "2", "avg_measure": 1182.4450680974182}, {"Region": "5", "avg_measure": 1147.7629541485849}, {"Region": "7", "avg_measure": 1142.4885461818003}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eea58dc290f4c255331282b744de454b8f3fd958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d62d66e473a5d3c0 +-- problem_id: v2p_m6_85e5f077f469d280 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("ProductRelated_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d0db1e843fc35cc6965373b0e7625cfaab014968 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Region\", AVG(CAST(\"ProductRelated_Duration\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Region\\\", AVG(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Region\", \"avg_measure\"], \"rows\": [{\"Region\": \"1\", \"avg_measure\": 1276.1073540241807}, {\"Region\": \"3\", \"avg_measure\": 1188.4084239221265}, {\"Region\": \"2\", \"avg_measure\": 1182.4450680974182}, {\"Region\": \"5\", \"avg_measure\": 1147.7629541485849}, {\"Region\": \"7\", \"avg_measure\": 1142.4885461818003}, {\"Region\": \"9\", \"avg_measure\": 1120.934195828317}, {\"Region\": \"4\", \"avg_measure\": 1113.594595244055}, {\"Region\": \"8\", \"avg_measure\": 1095.784162377304}, {\"Region\": \"6\", \"avg_measure\": 1035.2369996949317}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b2587a70c80c9c0bc7e5fbd477a112cbd378c498 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:08:29.356720+00:00", + "ended_at": "2026-05-04T07:08:41.778133+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d62d66e473a5d3c0", + "problem_id": "v2p_m6_85e5f077f469d280", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Region, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Region", + "measure_col": "ProductRelated_Duration", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 1464.157214, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d62d66e473a5d3c0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d62d66e473a5d3c0", + "api_calls": 0, + "input_tokens": 22874, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2783, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2880, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12373.72, + "sql_execution_elapsed_ms_total": 9.77, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d62d66e473a5d3c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..857e7fd3b0f60a71b1452f6ac0fdf6da5254e438 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d62d66e473a5d3c0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:08:41.750591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12373.72, "started_at": "2026-05-04T07:08:29.359831+00:00", "ended_at": "2026-05-04T07:08:41.732955+00:00", "prompt_metrics": {"chars": 10438, "bytes_utf8": 10438, "lines": 312, "estimated_tokens": 2783}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22874, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:08:29.596198Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:08:32.174508Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Revenue", + "measure_col": "BounceRates", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..546f485bec31b2831a75ade688a12c66711b4c91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-c1dc-7d82-9a34-9d997c84ae5d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Revenue\\\", measure_col=\\\"BounceRates\\\", predicate_col=\\\"PageValues\\\", predicate_op=\\\">=\\\", predicate_value=0.0, top_k=16. Cast numeric-text fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22949,"cached_input_tokens":22400,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdcc527162c67f64118fecbcf5e2fece54ed3f4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"Revenue\", measure_col=\"BounceRates\", predicate_col=\"PageValues\", predicate_op=\">=\", predicate_value=0.0, top_k=16. Cast numeric-text fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ecb96cf14c6645b1d634cab1c47b1ba1645b783 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:31.165940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:33.659319Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:41.947346Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e01cde26aab1a5de152263bb91172c9dbd602ab3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=BounceRates. +Result preview: [{"Revenue": "FALSE", "total_measure": 263.85619396600003}, {"Revenue": "TRUE", "total_measure": 9.763527238}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d640dc6226d92107992426a6d26ed9e15fbc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d85e982907130808 +-- problem_id: v2p_m6_a6d5082678f0e2a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("BounceRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aad6ccbdc4f73761b42018fdcc13bbddc2c0cec1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"PageValues\" AS REAL) >= 0.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"PageValues\\\" AS REAL) >= 0.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"total_measure\": 263.85619396600003}, {\"Revenue\": \"TRUE\", \"total_measure\": 9.763527238}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b19b7052e4b8a899f67674f6d3487617dfa772a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:13:30.941937+00:00", + "ended_at": "2026-05-04T07:13:43.069336+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d85e982907130808", + "problem_id": "v2p_m6_a6d5082678f0e2a2", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=Revenue, measure_col=BounceRates.", + "bindings": { + "group_col": "Revenue", + "measure_col": "BounceRates", + "predicate_col": "PageValues", + "predicate_op": ">=", + "predicate_value": 0.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.010256, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d85e982907130808.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d85e982907130808", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2997, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12083.14, + "sql_execution_elapsed_ms_total": 11.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d85e982907130808\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..736e19544892ce66864f2c16b452753a3e29248d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:43.046779+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12083.14, "started_at": "2026-05-04T07:13:30.946002+00:00", "ended_at": "2026-05-04T07:13:43.028474+00:00", "prompt_metrics": {"chars": 10690, "bytes_utf8": 10690, "lines": 316, "estimated_tokens": 2860}, "response_metrics": {"chars": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22949, "cached_input_tokens": 22400, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:13:31.165940Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:33.659319Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Revenue\\\", measure_col=\\\"BounceRates\\\", predicate_col=\\\"PageValues\\\", predicate_op=\\\">=\\\", predicate_value=0.0, top_k=16. Cast numeric-text fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..deda03b8c1528435cf3212ca10e0ae353755992c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d85e982907130808/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_d85e982907130808", + "api_calls": 0, + "input_tokens": 22949, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 23102, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2860, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2997, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12083.14, + "sql_execution_elapsed_ms_total": 11.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_d85e982907130808\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f62be1d93f8b996183738d74561338203532c57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"Informational_Duration": "0", "support": 9925, "avg_response": 58.30521000049078}, {"Informational_Duration": "9", "support": 33, "avg_response": 172.9520580169697}, {"Informational_Duration": "10", "support": 26, "avg_response": 147.64046595115386}, {"Informational_Duration": "7", "support": 26, "avg_response": 128.3072115423077}, {"Informational_Duration": "6", "support": 26, "avg_response": 85.43713286730768}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8a73ef22bd8cbc42c85fd837e50ebdc681b905b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d8826611dd096837 +-- problem_id: v2p_m6_074d6d6a74377a09 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beb0b4beab49bff265b514df590de7803e9c2d7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_d8826611dd096837\n-- problem_id: v2p_m6_074d6d6a74377a09\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Informational_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Informational_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_d8826611dd096837\\n-- problem_id: v2p_m6_074d6d6a74377a09\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Informational_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Informational_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"Informational_Duration\": \"0\", \"support\": 9925, \"avg_response\": 58.30521000049078}, {\"Informational_Duration\": \"9\", \"support\": 33, \"avg_response\": 172.9520580169697}, {\"Informational_Duration\": \"10\", \"support\": 26, \"avg_response\": 147.64046595115386}, {\"Informational_Duration\": \"7\", \"support\": 26, \"avg_response\": 128.3072115423077}, {\"Informational_Duration\": \"6\", \"support\": 26, \"avg_response\": 85.43713286730768}, {\"Informational_Duration\": \"13\", \"support\": 23, \"avg_response\": 117.28662434782609}, {\"Informational_Duration\": \"12\", \"support\": 23, \"avg_response\": 117.11740497565218}, {\"Informational_Duration\": \"16\", \"support\": 22, \"avg_response\": 145.455388835}, {\"Informational_Duration\": \"8\", \"support\": 22, \"avg_response\": 129.34545593181818}, {\"Informational_Duration\": \"11\", \"support\": 21, \"avg_response\": 134.75941086190474}, {\"Informational_Duration\": \"17\", \"support\": 18, \"avg_response\": 106.8365740761111}, {\"Informational_Duration\": \"5\", \"support\": 18, \"avg_response\": 99.43247805722223}, {\"Informational_Duration\": \"15\", \"support\": 18, \"avg_response\": 85.49462962777778}, {\"Informational_Duration\": \"23\", \"support\": 17, \"avg_response\": 180.35245098058823}, {\"Informational_Duration\": \"18\", \"support\": 17, \"avg_response\": 135.15999999411764}, {\"Informational_Duration\": \"14\", \"support\": 17, \"avg_response\": 127.15281040588236}, {\"Informational_Duration\": \"4\", \"support\": 17, \"avg_response\": 74.53284313529412}, {\"Informational_Duration\": \"3\", \"support\": 16, \"avg_response\": 188.916145808125}, {\"Informational_Duration\": \"21\", \"support\": 14, \"avg_response\": 147.40233426928572}, {\"Informational_Duration\": \"20\", \"support\": 14, \"avg_response\": 127.34107143571428}, {\"Informational_Duration\": \"27\", \"support\": 12, \"avg_response\": 118.62281745833333}, {\"Informational_Duration\": \"19\", \"support\": 12, \"avg_response\": 101.62416055833334}, {\"Informational_Duration\": \"31\", \"support\": 11, \"avg_response\": 110.29545454545455}, {\"Informational_Duration\": \"2\", \"support\": 11, \"avg_response\": 65.55719697272728}, {\"Informational_Duration\": \"39\", \"support\": 10, \"avg_response\": 115.61098484700001}, {\"Informational_Duration\": \"56\", \"support\": 10, \"avg_response\": 90.379999993}, {\"Informational_Duration\": \"33\", \"support\": 9, \"avg_response\": 184.9611111111111}, {\"Informational_Duration\": \"32\", \"support\": 9, \"avg_response\": 168.36234568555557}, {\"Informational_Duration\": \"41\", \"support\": 9, \"avg_response\": 117.02910053333335}, {\"Informational_Duration\": \"34\", \"support\": 9, \"avg_response\": 88.27407407777778}, {\"Informational_Duration\": \"26\", \"support\": 9, \"avg_response\": 65.08650793333334}, {\"Informational_Duration\": \"29.5\", \"support\": 8, \"avg_response\": 202.2830357125}, {\"Informational_Duration\": \"37\", \"support\": 8, \"avg_response\": 176.395833325}, {\"Informational_Duration\": \"22\", \"support\": 8, \"avg_response\": 100.416666675}, {\"Informational_Duration\": \"53\", \"support\": 8, \"avg_response\": 95.26770832875}, {\"Informational_Duration\": \"40\", \"support\": 8, \"avg_response\": 66.2470238125}, {\"Informational_Duration\": \"51\", \"support\": 8, \"avg_response\": 61.56155302875}, {\"Informational_Duration\": \"55\", \"support\": 8, \"avg_response\": 58.3447916625}, {\"Informational_Duration\": \"24\", \"support\": 8, \"avg_response\": 47.811904762124996}, {\"Informational_Duration\": \"108\", \"support\": 7, \"avg_response\": 338.84984537142856}, {\"Informational_Duration\": \"35\", \"support\": 7, \"avg_response\": 293.30952381}, {\"Informational_Duration\": \"28.5\", \"support\": 7, \"avg_response\": 211.96428570428571}, {\"Informational_Duration\": \"28.2\", \"support\": 7, \"avg_response\": 211.05095238571428}, {\"Informational_Duration\": \"86\", \"support\": 7, \"avg_response\": 173.09693877142857}, {\"Informational_Duration\": \"61\", \"support\": 7, \"avg_response\": 136.9047619}, {\"Informational_Duration\": \"29\", \"support\": 7, \"avg_response\": 116.57142857142857}, {\"Informational_Duration\": \"28\", \"support\": 7, \"avg_response\": 30.734084542857143}, {\"Informational_Duration\": \"46.5\", \"support\": 6, \"avg_response\": 453.93643791666665}, {\"Informational_Duration\": \"64\", \"support\": 6, \"avg_response\": 370.9027777666667}, {\"Informational_Duration\": \"21.2\", \"support\": 6, \"avg_response\": 187.47738096333333}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9914c29ba1f61039d6b2b73b907bdb5354d35824 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.679169+00:00", + "ended_at": "2026-05-04T07:38:29.693492+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_d8826611dd096837", + "problem_id": "v2p_m6_074d6d6a74377a09", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=Informational_Duration.", + "bindings": { + "key_col": "Informational_Duration", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_d8826611dd096837.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_d8826611dd096837/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f1340907b4bb980205d70b1f7a39ed3dfbd4fbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10927, "bytes_utf8": 10927, "lines": 317, "estimated_tokens": 2888}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1131, "bytes_utf8": 1131, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22979, "cached_input_tokens": 19840, "output_tokens": 407}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..63493a9cc052e79d68397228923a15404cc1267f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_db878b4dedba9778", + "api_calls": 0, + "input_tokens": 22979, + "cached_input_tokens": 19840, + "output_tokens": 407, + "total_tokens": 23386, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2888, + "estimated_output_tokens": 293, + "estimated_total_tokens": 3181, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16481.0, + "sql_execution_elapsed_ms_total": 36.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_db878b4dedba9778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..96af33f23b8b3ffd9e69014674dcb451c86181fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:05:33.156322+00:00", + "ended_at": "2026-05-04T07:05:49.637124+00:00", + "elapsed_ms": 16481.0, + "prompt_metrics": { + "chars": 10927, + "bytes_utf8": 10927, + "lines": 317, + "estimated_tokens": 2888 + }, + "stdout_metrics": { + "chars": 1551, + "bytes_utf8": 1551, + "lines": 4, + "estimated_tokens": 456 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13300 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1131, + "bytes_utf8": 1131, + "lines": 1, + "estimated_tokens": 293 + }, + "usage": { + "input_tokens": 22979, + "cached_input_tokens": 19840, + "output_tokens": 407 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc668258896e5818ba40edc8983cb50e10985b63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,317 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..34daf0ab99871b37d32d74de6ee7232f216bc476 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ce-7775-7af1-bd95-fc4dc0b01717"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by selecting the value at CEIL(0.95 * group_count) within each Administrative group after filtering Revenue = 'FALSE'. Identifiers are double-quoted and the numeric measure is CAST to REAL because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22979,"cached_input_tokens":19840,"output_tokens":407}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80f773031a8b711064ddb57ecfb57f5b2f097fb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Informational\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Administrative\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Administrative\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by selecting the value at CEIL(0.95 * group_count) within each Administrative group after filtering Revenue = 'FALSE'. Identifiers are double-quoted and the numeric measure is CAST to REAL because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84de99d9a1e3ad9ca941c33e7ea048137603a7eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:05:33.370459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:05:35.813090Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:05:49.078328Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fe0acd29ec808dc46741c2d3f50369ca42788dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue. +Result preview: [{"Administrative": "17", "conditional_percentile": 24.0}, {"Administrative": "13", "conditional_percentile": 8.0}, {"Administrative": "15", "conditional_percentile": 8.0}, {"Administrative": "14", "conditional_percentile": 7.0}, {"Administrative": "20", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4eb923702b61f8626eeeebe74acf07d71b063c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_db878b4dedba9778 +-- problem_id: v2p_m6_908f2731dd38eb89 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Administrative", + CAST("Informational" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Administrative" IS NOT NULL + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Administrative", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..096eed9c159437482f4ed08aac66ff75c2bddba5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"Administrative\",\n CAST(\"Informational\" AS REAL) AS \"measure\"\n FROM \"m6\"\n WHERE \"Revenue\" = 'FALSE'\n AND \"Administrative\" IS NOT NULL\n AND \"Informational\" IS NOT NULL\n),\n\"ranked\" AS (\n SELECT\n \"Administrative\",\n \"measure\",\n ROW_NUMBER() OVER (\n PARTITION BY \"Administrative\"\n ORDER BY \"measure\"\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"Administrative\"\n ) AS \"cnt\"\n FROM \"filtered\"\n)\nSELECT\n \"Administrative\",\n \"measure\" AS \"conditional_percentile\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((0.95 * \"cnt\") + 0.999999999) AS INTEGER)\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n CAST(\\\"Informational\\\" AS REAL) AS \\\"measure\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"Revenue\\\" = 'FALSE'\\n AND \\\"Administrative\\\" IS NOT NULL\\n AND \\\"Informational\\\" IS NOT NULL\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ORDER BY \\\"measure\\\"\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"Administrative\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n)\\nSELECT\\n \\\"Administrative\\\",\\n \\\"measure\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((0.95 * \\\"cnt\\\") + 0.999999999) AS INTEGER)\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"Administrative\", \"conditional_percentile\"], \"rows\": [{\"Administrative\": \"17\", \"conditional_percentile\": 24.0}, {\"Administrative\": \"13\", \"conditional_percentile\": 8.0}, {\"Administrative\": \"15\", \"conditional_percentile\": 8.0}, {\"Administrative\": \"14\", \"conditional_percentile\": 7.0}, {\"Administrative\": \"20\", \"conditional_percentile\": 7.0}, {\"Administrative\": \"11\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"12\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"16\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"18\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"24\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"8\", \"conditional_percentile\": 6.0}, {\"Administrative\": \"10\", \"conditional_percentile\": 5.0}, {\"Administrative\": \"23\", \"conditional_percentile\": 5.0}, {\"Administrative\": \"7\", \"conditional_percentile\": 5.0}, {\"Administrative\": \"21\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"5\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"6\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"9\", \"conditional_percentile\": 4.0}, {\"Administrative\": \"19\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"2\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"22\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"3\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"4\", \"conditional_percentile\": 3.0}, {\"Administrative\": \"1\", \"conditional_percentile\": 2.0}, {\"Administrative\": \"27\", \"conditional_percentile\": 2.0}, {\"Administrative\": \"0\", \"conditional_percentile\": 1.0}], \"row_count_returned\": 26, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 36.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0a991eff991c3715f8e7fa9f41fc28b350801d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:05:33.152351+00:00", + "ended_at": "2026-05-04T07:05:49.699242+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_db878b4dedba9778", + "problem_id": "v2p_m6_908f2731dd38eb89", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role focused_target_view. Focus on group_col=Administrative, measure_col=Informational, condition_col=Revenue.", + "bindings": { + "group_col": "Administrative", + "measure_col": "Informational", + "condition_col": "Revenue", + "condition_value": "FALSE", + "positive_value": "FALSE", + "negative_value": "TRUE", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=44" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_db878b4dedba9778.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_db878b4dedba9778", + "api_calls": 0, + "input_tokens": 22979, + "cached_input_tokens": 19840, + "output_tokens": 407, + "total_tokens": 23386, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2888, + "estimated_output_tokens": 293, + "estimated_total_tokens": 3181, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16481.0, + "sql_execution_elapsed_ms_total": 36.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_db878b4dedba9778\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38af69b87ccf82f417a0db12228a5c060e7faa64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_db878b4dedba9778/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:05:49.654534+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16481.0, "started_at": "2026-05-04T07:05:33.156322+00:00", "ended_at": "2026-05-04T07:05:49.637124+00:00", "prompt_metrics": {"chars": 10927, "bytes_utf8": 10927, "lines": 317, "estimated_tokens": 2888}, "response_metrics": {"chars": 1131, "bytes_utf8": 1131, "lines": 1, "estimated_tokens": 293}, "usage": {"input_tokens": 22979, "cached_input_tokens": 19840, "output_tokens": 407}, "stderr_preview": "2026-05-04T07:05:33.370459Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:05:35.813090Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "group_col_2" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "planned_template_id": "tpl_tail_pairwise_sparse_slice_v2", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3700b61a633bef0425ffff76602abce7c9ebc20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1eb-23e3-7cd2-aff7-b1536fa306eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 14;\",\"notes\":\"Uses the required Pairwise Sparse Slice Count template with bound roles group_col=SpecialDay and group_col_2=VisitorType, quoting identifiers for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22947,"cached_input_tokens":21888,"output_tokens":131}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..641ea7424d83094f7aaadc8e199b16050721cd1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 14;","notes":"Uses the required Pairwise Sparse Slice Count template with bound roles group_col=SpecialDay and group_col_2=VisitorType, quoting identifiers for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1fe2e21a18da7a75b767f4e7d7d92f541b975255 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:36:52.497889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:36:55.130572Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:37:04.316848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef6d6f9115878e7aad5d46f0f112c4fc75c49bfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType. +Result preview: [{"SpecialDay": "1", "VisitorType": "New_Visitor", "support": 8}, {"SpecialDay": "0.2", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.8", "VisitorType": "New_Visitor", "support": 9}, {"SpecialDay": "0.4", "VisitorType": "New_Visitor", "support": 10}, {"SpecialDay": "0.6", "VisitorType": "New_Visitor", "support": 22}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c1a70629fa69f77d4415433c72177361e43c060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_dd2bbb161ecf2d79 +-- problem_id: v2p_m6_84ed67c4855224af +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8759bd44a5082612700b96541adccca33da67944 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tail_pairwise_sparse_slice_v2\nSELECT\n \"SpecialDay\",\n \"VisitorType\",\n COUNT(*) AS support\nFROM \"m6\"\nGROUP BY \"SpecialDay\", \"VisitorType\"\nORDER BY support ASC, \"SpecialDay\", \"VisitorType\"\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tail_pairwise_sparse_slice_v2\\nSELECT\\n \\\"SpecialDay\\\",\\n \\\"VisitorType\\\",\\n COUNT(*) AS support\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nORDER BY support ASC, \\\"SpecialDay\\\", \\\"VisitorType\\\"\\nLIMIT 14;\", \"columns\": [\"SpecialDay\", \"VisitorType\", \"support\"], \"rows\": [{\"SpecialDay\": \"1\", \"VisitorType\": \"New_Visitor\", \"support\": 8}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"New_Visitor\", \"support\": 9}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"New_Visitor\", \"support\": 10}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"New_Visitor\", \"support\": 22}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Other\", \"support\": 85}, {\"SpecialDay\": \"1\", \"VisitorType\": \"Returning_Visitor\", \"support\": 146}, {\"SpecialDay\": \"0.2\", \"VisitorType\": \"Returning_Visitor\", \"support\": 169}, {\"SpecialDay\": \"0.4\", \"VisitorType\": \"Returning_Visitor\", \"support\": 233}, {\"SpecialDay\": \"0.8\", \"VisitorType\": \"Returning_Visitor\", \"support\": 316}, {\"SpecialDay\": \"0.6\", \"VisitorType\": \"Returning_Visitor\", \"support\": 329}, {\"SpecialDay\": \"0\", \"VisitorType\": \"New_Visitor\", \"support\": 1636}, {\"SpecialDay\": \"0\", \"VisitorType\": \"Returning_Visitor\", \"support\": 9358}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a644366ef5d2e0a7cf013639dfe2861d4a5dcc41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:36:52.307062+00:00", + "ended_at": "2026-05-04T07:37:05.099617+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dd2bbb161ecf2d79", + "problem_id": "v2p_m6_84ed67c4855224af", + "dataset_id": "m6", + "template_id": "tpl_tail_pairwise_sparse_slice_v2", + "template_name": "Pairwise Sparse Slice Count", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Pairwise Sparse Slice Count to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=SpecialDay, group_col_2=VisitorType.", + "bindings": { + "group_col": "SpecialDay", + "group_col_2": "VisitorType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "group_col_2" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT\n {group_col},\n {group_col_2},\n COUNT(*) AS support\nFROM {table}\nGROUP BY {group_col}, {group_col_2}\nORDER BY support ASC, {group_col}, {group_col_2}\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_dd2bbb161ecf2d79.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dd2bbb161ecf2d79", + "api_calls": 0, + "input_tokens": 22947, + "cached_input_tokens": 21888, + "output_tokens": 131, + "total_tokens": 23078, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2858, + "estimated_output_tokens": 107, + "estimated_total_tokens": 2965, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12749.87, + "sql_execution_elapsed_ms_total": 11.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dd2bbb161ecf2d79\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dd01be9736066740f834ac070b69dcbab4d88733 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dd2bbb161ecf2d79/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:37:05.080587+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12749.87, "started_at": "2026-05-04T07:36:52.310260+00:00", "ended_at": "2026-05-04T07:37:05.059794+00:00", "prompt_metrics": {"chars": 10574, "bytes_utf8": 10574, "lines": 312, "estimated_tokens": 2858}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 107}, "usage": {"input_tokens": 22947, "cached_input_tokens": 21888, "output_tokens": 131}, "stderr_preview": "2026-05-04T07:36:52.497889Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:36:55.130572Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "required_roles": [ + "group_col", + "measure_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay.", + "planned_template_id": "tpl_conditional_group_quantiles", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46ec639c27367811f5bf1dd937f976f15c56d777 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cc-bedc-7061-a08b-5fdd92f06622"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0.6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"TrafficType\\\" ORDER BY \\\"Region\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"TrafficType\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per \\\"TrafficType\\\" after filtering rows where \\\"SpecialDay\\\" = '0.6'. Numeric comparison is handled by casting \\\"Region\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":21888,"output_tokens":403}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..97965f681b7e6af164dfad6df6a92bf2a7815704 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"TrafficType\",\n \"Region\" AS \"conditional_percentile\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 90th percentile per \"TrafficType\" after filtering rows where \"SpecialDay\" = '0.6'. Numeric comparison is handled by casting \"Region\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fe0946bd7dc07b7ac5442a659180781026ae53d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:03:40.569863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:03:42.930071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:03:55.718736Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b7274fb589d105379eaee4f9a9615889e564f25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay. +Result preview: [{"TrafficType": "5", "conditional_percentile": 9.0}, {"TrafficType": "13", "conditional_percentile": 8.0}, {"TrafficType": "1", "conditional_percentile": 7.0}, {"TrafficType": "11", "conditional_percentile": 7.0}, {"TrafficType": "2", "conditional_percentile": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..54b84ea9872f8a404013000a1e1b414018d54b49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/generated_sql.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_dde2d4dbcd00c6e1 +-- problem_id: v2p_m6_440a3a12f96eccb7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "TrafficType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "SpecialDay" = '0.6' +), +"ranked" AS ( + SELECT + "TrafficType", + "Region", + ROW_NUMBER() OVER (PARTITION BY "TrafficType" ORDER BY "Region") AS "rn", + COUNT(*) OVER (PARTITION BY "TrafficType") AS "cnt" + FROM "filtered" +), +"percentile_rows" AS ( + SELECT + "TrafficType", + "Region", + "rn", + "cnt", + CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "TrafficType", + "Region" AS "conditional_percentile" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b6414191e20094c26b1d8b28ff096f874304b9c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_conditional_group_quantiles\nWITH \"filtered\" AS (\n SELECT\n \"TrafficType\",\n CAST(\"Region\" AS REAL) AS \"Region\"\n FROM \"m6\"\n WHERE \"SpecialDay\" = '0.6'\n),\n\"ranked\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n ROW_NUMBER() OVER (PARTITION BY \"TrafficType\" ORDER BY \"Region\") AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"TrafficType\") AS \"cnt\"\n FROM \"filtered\"\n),\n\"percentile_rows\" AS (\n SELECT\n \"TrafficType\",\n \"Region\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * \"cnt\") + 0.999999999) AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"TrafficType\",\n \"Region\" AS \"conditional_percentile\"\nFROM \"percentile_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"conditional_percentile\" DESC;", "result": "{\"query\": \"-- template_id: tpl_conditional_group_quantiles\\nWITH \\\"filtered\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n CAST(\\\"Region\\\" AS REAL) AS \\\"Region\\\"\\n FROM \\\"m6\\\"\\n WHERE \\\"SpecialDay\\\" = '0.6'\\n),\\n\\\"ranked\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"TrafficType\\\" ORDER BY \\\"Region\\\") AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"TrafficType\\\") AS \\\"cnt\\\"\\n FROM \\\"filtered\\\"\\n),\\n\\\"percentile_rows\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * \\\"cnt\\\") + 0.999999999) AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"TrafficType\\\",\\n \\\"Region\\\" AS \\\"conditional_percentile\\\"\\nFROM \\\"percentile_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"conditional_percentile\\\" DESC;\", \"columns\": [\"TrafficType\", \"conditional_percentile\"], \"rows\": [{\"TrafficType\": \"5\", \"conditional_percentile\": 9.0}, {\"TrafficType\": \"13\", \"conditional_percentile\": 8.0}, {\"TrafficType\": \"1\", \"conditional_percentile\": 7.0}, {\"TrafficType\": \"11\", \"conditional_percentile\": 7.0}, {\"TrafficType\": \"2\", \"conditional_percentile\": 7.0}, {\"TrafficType\": \"4\", \"conditional_percentile\": 7.0}, {\"TrafficType\": \"3\", \"conditional_percentile\": 6.0}, {\"TrafficType\": \"6\", \"conditional_percentile\": 6.0}, {\"TrafficType\": \"20\", \"conditional_percentile\": 4.0}, {\"TrafficType\": \"19\", \"conditional_percentile\": 2.0}, {\"TrafficType\": \"15\", \"conditional_percentile\": 1.0}, {\"TrafficType\": \"7\", \"conditional_percentile\": 1.0}], \"row_count_returned\": 12, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91ee60a1e66c7013e43d8d7ba200f2779058dcee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/run_manifest.json @@ -0,0 +1,94 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:03:40.350775+00:00", + "ended_at": "2026-05-04T07:03:56.659802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dde2d4dbcd00c6e1", + "problem_id": "v2p_m6_440a3a12f96eccb7", + "dataset_id": "m6", + "template_id": "tpl_conditional_group_quantiles", + "template_name": "Conditional Group Quantiles", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Conditional Group Quantiles to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=TrafficType, measure_col=Region, condition_col=SpecialDay.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Region", + "condition_col": "SpecialDay", + "condition_value": "0.6", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col})\n FILTER (WHERE {condition_col} = {condition_value}) AS conditional_percentile\nFROM {table}\nGROUP BY {group_col}\nORDER BY conditional_percentile DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_dde2d4dbcd00c6e1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dde2d4dbcd00c6e1", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 403, + "total_tokens": 23389, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 311, + "estimated_total_tokens": 3206, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16260.41, + "sql_execution_elapsed_ms_total": 4.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dde2d4dbcd00c6e1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ba83fab4dc38d66ba3e3c87cc67e5e179610ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dde2d4dbcd00c6e1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:03:56.632720+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16260.41, "started_at": "2026-05-04T07:03:40.354177+00:00", "ended_at": "2026-05-04T07:03:56.614758+00:00", "prompt_metrics": {"chars": 10908, "bytes_utf8": 10908, "lines": 317, "estimated_tokens": 2895}, "response_metrics": {"chars": 1070, "bytes_utf8": 1070, "lines": 1, "estimated_tokens": 311}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 403}, "stderr_preview": "2026-05-04T07:03:40.569863Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:03:42.930071Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Informational", + "measure_col": "BounceRates", + "item_col": "TrafficType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d32aec5b591510854ed85fe75941cdc91cc4c9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-b7b1-71b1-bb91-00f4ab010c13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required Within-Group Share of Total template with group_col=\\\"Informational\\\", item_col=\\\"TrafficType\\\", and measure_col=\\\"BounceRates\\\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22990,"cached_input_tokens":2432,"output_tokens":177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c67163042d40b80ac74c5acf26ac0ea9306112cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"TrafficType\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"TrafficType\"\nORDER BY share_within_group DESC;","notes":"Used the required Within-Group Share of Total template with group_col=\"Informational\", item_col=\"TrafficType\", and measure_col=\"BounceRates\". CAST to REAL was added because the schema stores numeric fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d1503b3b4eeb2bef973a527d43c2e043cda9a40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:00:22.169839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:00:24.496921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:00:39.905676Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8f5173d719d1d331d8e9450255fbccbeed044c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=BounceRates. +Result preview: [{"Informational": "11", "TrafficType": "4", "total_measure": 0.001937543, "share_within_group": 100.0}, {"Informational": "13", "TrafficType": "2", "total_measure": 0.005315857, "share_within_group": 100.0}, {"Informational": "14", "TrafficType": "2", "total_measure": 0.009832064, "share_within_group": 100.0}, {"Informational": "16", "TrafficType": "8", "total_measure": 0.003174603, "share_within_group": 100.0}, {"Informational": "24", "TrafficType": "14", "total_measure": 0.004851285, "share_within_group": 100.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3af7c9a610d055468aae1b3043f9a163d8374bce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_de340f55c10e29f0 +-- problem_id: v2p_m6_0b364de6e908711c +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "TrafficType", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47b1d91b58f8d7519942f48b956300895c77fce6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Informational\", \"TrafficType\",\n SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure,\n SUM(CAST(\"BounceRates\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"BounceRates\" AS REAL))) OVER (PARTITION BY \"Informational\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Informational\", \"TrafficType\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Informational\\\", \\\"TrafficType\\\",\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"BounceRates\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"BounceRates\\\" AS REAL))) OVER (PARTITION BY \\\"Informational\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\", \\\"TrafficType\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Informational\", \"TrafficType\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Informational\": \"11\", \"TrafficType\": \"4\", \"total_measure\": 0.001937543, \"share_within_group\": 100.0}, {\"Informational\": \"13\", \"TrafficType\": \"2\", \"total_measure\": 0.005315857, \"share_within_group\": 100.0}, {\"Informational\": \"14\", \"TrafficType\": \"2\", \"total_measure\": 0.009832064, \"share_within_group\": 100.0}, {\"Informational\": \"16\", \"TrafficType\": \"8\", \"total_measure\": 0.003174603, \"share_within_group\": 100.0}, {\"Informational\": \"24\", \"TrafficType\": \"14\", \"total_measure\": 0.004851285, \"share_within_group\": 100.0}, {\"Informational\": \"12\", \"TrafficType\": \"2\", \"total_measure\": 0.027811923, \"share_within_group\": 91.42457949327066}, {\"Informational\": \"10\", \"TrafficType\": \"2\", \"total_measure\": 0.024341406, \"share_within_group\": 70.4191563757406}, {\"Informational\": \"6\", \"TrafficType\": \"2\", \"total_measure\": 0.351664291, \"share_within_group\": 59.24640479913542}, {\"Informational\": \"7\", \"TrafficType\": \"2\", \"total_measure\": 0.167238999, \"share_within_group\": 48.27987942025055}, {\"Informational\": \"5\", \"TrafficType\": \"2\", \"total_measure\": 0.330727816, \"share_within_group\": 46.497181052000144}, {\"Informational\": \"8\", \"TrafficType\": \"2\", \"total_measure\": 0.032114838, \"share_within_group\": 44.375909277193}, {\"Informational\": \"4\", \"TrafficType\": \"2\", \"total_measure\": 0.676127091, \"share_within_group\": 37.16699324275232}, {\"Informational\": \"9\", \"TrafficType\": \"2\", \"total_measure\": 0.050470348, \"share_within_group\": 36.18715517713053}, {\"Informational\": \"2\", \"TrafficType\": \"2\", \"total_measure\": 2.00102796, \"share_within_group\": 34.687139691720986}, {\"Informational\": \"3\", \"TrafficType\": \"2\", \"total_measure\": 0.858771146, \"share_within_group\": 29.91106929940902}, {\"Informational\": \"0\", \"TrafficType\": \"1\", \"total_measure\": 75.157976344, \"share_within_group\": 29.884087755317054}, {\"Informational\": \"9\", \"TrafficType\": \"3\", \"total_measure\": 0.040159607, \"share_within_group\": 28.79437110997486}, {\"Informational\": \"8\", \"TrafficType\": \"1\", \"total_measure\": 0.019934641, \"share_within_group\": 27.545454860753527}, {\"Informational\": \"0\", \"TrafficType\": \"3\", \"total_measure\": 65.119682576, \"share_within_group\": 25.892691679090575}, {\"Informational\": \"7\", \"TrafficType\": \"4\", \"total_measure\": 0.087759001, \"share_within_group\": 25.33496380423593}, {\"Informational\": \"1\", \"TrafficType\": \"2\", \"total_measure\": 2.186249487, \"share_within_group\": 22.517305392922758}, {\"Informational\": \"10\", \"TrafficType\": \"8\", \"total_measure\": 0.007142857, \"share_within_group\": 20.664129428372107}, {\"Informational\": \"3\", \"TrafficType\": \"1\", \"total_measure\": 0.58571038, \"share_within_group\": 20.40034047157331}, {\"Informational\": \"1\", \"TrafficType\": \"1\", \"total_measure\": 1.859280175, \"share_within_group\": 19.14968065649768}, {\"Informational\": \"9\", \"TrafficType\": \"11\", \"total_measure\": 0.026260504, \"share_within_group\": 18.828737485179555}, {\"Informational\": \"4\", \"TrafficType\": \"1\", \"total_measure\": 0.331578933, \"share_within_group\": 18.227034719201963}, {\"Informational\": \"2\", \"TrafficType\": \"1\", \"total_measure\": 1.044924191, \"share_within_group\": 18.113405761944247}, {\"Informational\": \"5\", \"TrafficType\": \"1\", \"total_measure\": 0.120038833, \"share_within_group\": 16.876316660561173}, {\"Informational\": \"6\", \"TrafficType\": \"1\", \"total_measure\": 0.098717703, \"share_within_group\": 16.631398587975553}, {\"Informational\": \"1\", \"TrafficType\": \"3\", \"total_measure\": 1.612094288, \"share_within_group\": 16.603786356923855}, {\"Informational\": \"2\", \"TrafficType\": \"3\", \"total_measure\": 0.845402831, \"share_within_group\": 14.65477078824695}, {\"Informational\": \"7\", \"TrafficType\": \"1\", \"total_measure\": 0.04872366, \"share_within_group\": 14.06593225132426}, {\"Informational\": \"4\", \"TrafficType\": \"3\", \"total_measure\": 0.244505707, \"share_within_group\": 13.440582518950388}, {\"Informational\": \"0\", \"TrafficType\": \"13\", \"total_measure\": 33.628843579, \"share_within_group\": 13.371399304644726}, {\"Informational\": \"3\", \"TrafficType\": \"3\", \"total_measure\": 0.373586217, \"share_within_group\": 13.012038513449376}, {\"Informational\": \"1\", \"TrafficType\": \"13\", \"total_measure\": 1.177957557, \"share_within_group\": 12.132389376688836}, {\"Informational\": \"4\", \"TrafficType\": \"13\", \"total_measure\": 0.211895249, \"share_within_group\": 11.647971797885436}, {\"Informational\": \"8\", \"TrafficType\": \"5\", \"total_measure\": 0.007903295, \"share_within_group\": 10.920681023235835}, {\"Informational\": \"5\", \"TrafficType\": \"4\", \"total_measure\": 0.076488986, \"share_within_group\": 10.753622944511884}, {\"Informational\": \"0\", \"TrafficType\": \"2\", \"total_measure\": 26.36186262, \"share_within_group\": 10.481924264750162}, {\"Informational\": \"3\", \"TrafficType\": \"13\", \"total_measure\": 0.298125166, \"share_within_group\": 10.383723931176208}, {\"Informational\": \"8\", \"TrafficType\": \"10\", \"total_measure\": 0.007452575, \"share_within_group\": 10.29788137438142}, {\"Informational\": \"3\", \"TrafficType\": \"4\", \"total_measure\": 0.284774895, \"share_within_group\": 9.918732899622745}, {\"Informational\": \"5\", \"TrafficType\": \"13\", \"total_measure\": 0.06514181299999999, \"share_within_group\": 9.158318492075479}, {\"Informational\": \"10\", \"TrafficType\": \"3\", \"total_measure\": 0.003082192, \"share_within_group\": 8.916714195887316}, {\"Informational\": \"5\", \"TrafficType\": \"3\", \"total_measure\": 0.062928568, \"share_within_group\": 8.847157324194052}, {\"Informational\": \"2\", \"TrafficType\": \"4\", \"total_measure\": 0.509734857, \"share_within_group\": 8.836080526580158}, {\"Informational\": \"1\", \"TrafficType\": \"15\", \"total_measure\": 0.856111111, \"share_within_group\": 8.817527666119194}, {\"Informational\": \"2\", \"TrafficType\": \"13\", \"total_measure\": 0.50465209, \"share_within_group\": 8.747972487875158}, {\"Informational\": \"12\", \"TrafficType\": \"1\", \"total_measure\": 0.002608696, \"share_within_group\": 8.575420506729335}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be06e87852f6ac986182c7a40a1babca5239a692 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:00:21.892199+00:00", + "ended_at": "2026-05-04T07:00:40.728257+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_de340f55c10e29f0", + "problem_id": "v2p_m6_0b364de6e908711c", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, measure_col=BounceRates.", + "bindings": { + "group_col": "Informational", + "measure_col": "BounceRates", + "item_col": "TrafficType", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=11", + "sql_variant_index=1/2", + "binding_index=34" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_de340f55c10e29f0.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_de340f55c10e29f0", + "api_calls": 0, + "input_tokens": 22990, + "cached_input_tokens": 2432, + "output_tokens": 177, + "total_tokens": 23167, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2899, + "estimated_output_tokens": 162, + "estimated_total_tokens": 3061, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18773.78, + "sql_execution_elapsed_ms_total": 18.53, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_de340f55c10e29f0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4f0b39352f551f9be56fe591dd93bc379000522f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_de340f55c10e29f0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:00:40.685614+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18773.78, "started_at": "2026-05-04T07:00:21.895733+00:00", "ended_at": "2026-05-04T07:00:40.669236+00:00", "prompt_metrics": {"chars": 10831, "bytes_utf8": 10831, "lines": 314, "estimated_tokens": 2899}, "response_metrics": {"chars": 646, "bytes_utf8": 646, "lines": 1, "estimated_tokens": 162}, "usage": {"input_tokens": 22990, "cached_input_tokens": 2432, "output_tokens": 177}, "stderr_preview": "2026-05-04T07:00:22.169839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:00:24.496921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=SpecialDay.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Weekend", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2ed114f9a8f13bbacf6dc71bf74fcde36fe17d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c5-27cc-7522-8d21-885f08d451ae"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Used the required Grouped Condition Rate template with group_col=\\\"Weekend\\\" and condition_col=\\\"SpecialDay\\\". Since the schema stores values as TEXT and the binding specifies condition_value=0, the comparison uses the text literal '0' for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22933,"cached_input_tokens":3456,"output_tokens":132}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0fe8f839766aef0a06ef742cb26eb57461488ac5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;","notes":"Used the required Grouped Condition Rate template with group_col=\"Weekend\" and condition_col=\"SpecialDay\". Since the schema stores values as TEXT and the binding specifies condition_value=0, the comparison uses the text literal '0' for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdf0248c11e105cf954448fda8da26a6859cde00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:55:23.146058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:55:25.564729Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:55:36.104647Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..486a95fb9986fbb0071eaa986431bdd25e3d9fac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=SpecialDay. +Result preview: [{"Weekend": "TRUE", "condition_rate": 0.9442119944211994}, {"Weekend": "FALSE", "condition_rate": 0.8846966814626929}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..da396746a22e55dcecf6369a6d6a16017a7ebd98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_dea7f48e8044f527 +-- problem_id: v2p_m6_460413f798e75f49 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3504c9ac7fadf5c64c6af0a5a45368d85430270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Weekend\",\n AVG(CASE WHEN \"SpecialDay\" = '0' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Weekend\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Weekend\\\",\\n AVG(CASE WHEN \\\"SpecialDay\\\" = '0' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Weekend\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Weekend\", \"condition_rate\"], \"rows\": [{\"Weekend\": \"TRUE\", \"condition_rate\": 0.9442119944211994}, {\"Weekend\": \"FALSE\", \"condition_rate\": 0.8846966814626929}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7457d1cf6d93fe8a35c40ea11dd3e7708aff68ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:55:22.919080+00:00", + "ended_at": "2026-05-04T06:55:36.981345+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dea7f48e8044f527", + "problem_id": "v2p_m6_460413f798e75f49", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Weekend, condition_col=SpecialDay.", + "bindings": { + "group_col": "Weekend", + "condition_col": "SpecialDay", + "condition_value": "0", + "positive_value": "0", + "negative_value": "0.6", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=20" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_dea7f48e8044f527.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dea7f48e8044f527", + "api_calls": 0, + "input_tokens": 22933, + "cached_input_tokens": 3456, + "output_tokens": 132, + "total_tokens": 23065, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2842, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2959, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14024.46, + "sql_execution_elapsed_ms_total": 8.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dea7f48e8044f527\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81b7202e9e873b2d992b7bf286c562c728d8be15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dea7f48e8044f527/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:55:36.964979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14024.46, "started_at": "2026-05-04T06:55:22.923566+00:00", "ended_at": "2026-05-04T06:55:36.944472+00:00", "prompt_metrics": {"chars": 10656, "bytes_utf8": 10656, "lines": 315, "estimated_tokens": 2842}, "response_metrics": {"chars": 492, "bytes_utf8": 492, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22933, "cached_input_tokens": 3456, "output_tokens": 132}, "stderr_preview": "2026-05-04T06:55:23.146058Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:55:25.564729Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=SpecialDay, measure_col=Browser.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Browser", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52bc6e21713cbef5919bc6241c7e85f78f4d769b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-6b82-7620-b7f5-424a74a4949c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING SUM(CAST(\\\"Browser\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"SpecialDay\\\" and measure_col=\\\"Browser\\\", casting the measure to REAL for SQLite aggregation because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":21888,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1768e78b769136c24aae5f2dc5cfcdecbbc631b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"SpecialDay\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING SUM(CAST(\"Browser\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"SpecialDay\" and measure_col=\"Browser\", casting the measure to REAL for SQLite aggregation because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..38e9d42908391079fd4fe987d2e368278b091ad8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:54.256917Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:56.897806Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:06.000617Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b354f9af304ac02a4d2288a100d3210a1505f1ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=SpecialDay, measure_col=Browser. +Result preview: [{"SpecialDay": "0", "total_measure": 26091.0}, {"SpecialDay": "0.6", "total_measure": 848.0}, {"SpecialDay": "0.8", "total_measure": 792.0}, {"SpecialDay": "0.4", "total_measure": 568.0}, {"SpecialDay": "0.2", "total_measure": 417.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..490a0ef91b0f60c0ebd07e00ac17f15449576fc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_dfa887cbfb021cfb +-- problem_id: v2p_m6_05dd0b3601041667 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "SpecialDay" +HAVING SUM(CAST("Browser" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5b334fa25ee46f4a10df7002e2fb3fc2f9f7699 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"SpecialDay\", SUM(CAST(\"Browser\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"SpecialDay\"\nHAVING SUM(CAST(\"Browser\" AS REAL)) > 2.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"SpecialDay\\\", SUM(CAST(\\\"Browser\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"SpecialDay\\\"\\nHAVING SUM(CAST(\\\"Browser\\\" AS REAL)) > 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"SpecialDay\", \"total_measure\"], \"rows\": [{\"SpecialDay\": \"0\", \"total_measure\": 26091.0}, {\"SpecialDay\": \"0.6\", \"total_measure\": 848.0}, {\"SpecialDay\": \"0.8\", \"total_measure\": 792.0}, {\"SpecialDay\": \"0.4\", \"total_measure\": 568.0}, {\"SpecialDay\": \"0.2\", \"total_measure\": 417.0}, {\"SpecialDay\": \"1\", \"total_measure\": 347.0}], \"row_count_returned\": 6, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3fb863a4f3d81d7f180d0ced391f1c80378f1795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:33:54.013153+00:00", + "ended_at": "2026-05-04T07:34:06.904943+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dfa887cbfb021cfb", + "problem_id": "v2p_m6_05dd0b3601041667", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=SpecialDay, measure_col=Browser.", + "bindings": { + "group_col": "SpecialDay", + "measure_col": "Browser", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_dfa887cbfb021cfb.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dfa887cbfb021cfb", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 23066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12831.63, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dfa887cbfb021cfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..056caedc6e7dd6d410b2c423586c037e5eab51b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:06.884328+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12831.63, "started_at": "2026-05-04T07:33:54.013153+00:00", "ended_at": "2026-05-04T07:34:06.849573+00:00", "prompt_metrics": {"chars": 10568, "bytes_utf8": 10568, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 473, "bytes_utf8": 473, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:33:54.256917Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:56.897806Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 2.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"SpecialDay\\\" and measure_col=\\\"Browser\\\", casting the measure to REAL for SQLite aggregation because the schema stores values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1cfd9ec23e7b55c6455a0b94ad55a71eb817dea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfa887cbfb021cfb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dfa887cbfb021cfb", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 156, + "total_tokens": 23066, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2936, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12831.63, + "sql_execution_elapsed_ms_total": 10.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dfa887cbfb021cfb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b1c7f26574f8b722f461b87cb02b21fca1d81d3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2859}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a5079771d0d80ba8fc41622f48d6d45d471c2aeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dfb30513faad1aa6", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10762.63, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dfb30513faad1aa6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e7314129ca985d8d0d9648a05c73a57fb7187efb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:13:20.135502+00:00", + "ended_at": "2026-05-04T07:13:30.898436+00:00", + "elapsed_ms": 10762.63, + "prompt_metrics": { + "chars": 10692, + "bytes_utf8": 10692, + "lines": 316, + "estimated_tokens": 2859 + }, + "stdout_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 117 + }, + "usage": { + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 133 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f5a363f13fac364cba9a341dc7fa171084a0fbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,316 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=BounceRates.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Revenue", + "measure_col": "BounceRates", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d88b287374f6fda9afae6bdc06829ad6b9ed275e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-9780-7962-84c6-e1710786a721"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Revenue\\\", measure_col=\\\"BounceRates\\\", predicate_col=\\\"ProductRelated\\\". Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22948,"cached_input_tokens":19840,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..965f8bafe96d3480f6a28720ee1fb9ef11d6b7f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the required template with bound roles: group_col=\"Revenue\", measure_col=\"BounceRates\", predicate_col=\"ProductRelated\". Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41ee61c8f5068f442bd6eb075200a1c09c688a87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:20.361703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:22.907376Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:30.110902Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6aa6777124fa83447b10d71b269bd36fa2cce431 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=BounceRates. +Result preview: [{"Revenue": "FALSE", "total_measure": 18.091669991}, {"Revenue": "TRUE", "total_measure": 3.316614156}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b50be036955501ecb7454cec43b360eed2810727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_dfb30513faad1aa6 +-- problem_id: v2p_m6_28272d156d9b995a +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("BounceRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec2ba22f7d9e2d39f88cecf0123314500376c67b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Revenue\", SUM(CAST(\"BounceRates\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ProductRelated\" AS REAL) >= 38.0\nGROUP BY \"Revenue\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Revenue\\\", SUM(CAST(\\\"BounceRates\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ProductRelated\\\" AS REAL) >= 38.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"Revenue\", \"total_measure\"], \"rows\": [{\"Revenue\": \"FALSE\", \"total_measure\": 18.091669991}, {\"Revenue\": \"TRUE\", \"total_measure\": 3.316614156}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62f7003267115231969c5fc1effa118e1763a54e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:13:20.131867+00:00", + "ended_at": "2026-05-04T07:13:30.940106+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_dfb30513faad1aa6", + "problem_id": "v2p_m6_28272d156d9b995a", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Revenue, measure_col=BounceRates.", + "bindings": { + "group_col": "Revenue", + "measure_col": "BounceRates", + "predicate_col": "ProductRelated", + "predicate_op": ">=", + "predicate_value": 38.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.016813, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_dfb30513faad1aa6.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dfb30513faad1aa6", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10762.63, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dfb30513faad1aa6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7eccfd975d209837bf644b090c519e99e8e55a07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:30.919059+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10762.63, "started_at": "2026-05-04T07:13:20.135502+00:00", "ended_at": "2026-05-04T07:13:30.898436+00:00", "prompt_metrics": {"chars": 10692, "bytes_utf8": 10692, "lines": 316, "estimated_tokens": 2859}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22948, "cached_input_tokens": 19840, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:13:20.361703Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:22.907376Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 38.0\\nGROUP BY \\\"Revenue\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with bound roles: group_col=\\\"Revenue\\\", measure_col=\\\"BounceRates\\\", predicate_col=\\\"ProductRelated\\\". Cast text-typed numeric fields to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f0c70da895c3d4e53a7c37801225074dee96f92e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_dfb30513faad1aa6/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_dfb30513faad1aa6", + "api_calls": 0, + "input_tokens": 22948, + "cached_input_tokens": 19840, + "output_tokens": 133, + "total_tokens": 23081, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2859, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10762.63, + "sql_execution_elapsed_ms_total": 6.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_dfb30513faad1aa6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd49cb1cf5de1f20edd8b333cc8217295351d972 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 4780, "support_share": 0.38767234387672345, "cumulative_support": 4780}, {"value_label": "3", "support": 2403, "support_share": 0.1948905109489051, "cumulative_support": 7183}, {"value_label": "4", "support": 1182, "support_share": 0.09586374695863747, "cumulative_support": 8365}, {"value_label": "2", "support": 1136, "support_share": 0.09213300892133008, "cumulative_support": 9501}, {"value_label": "6", "support": 805, "support_share": 0.06528791565287916, "cumulative_support": 10306}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ba7f13d16a3f0a1b9ba5c72726fc453ca0832a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_e1b462790426716a +-- problem_id: v2p_m6_3d008b507e5565e1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..027273bdf906e3ed88490204947f1b58edb7166b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_e1b462790426716a\n-- problem_id: v2p_m6_3d008b507e5565e1\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Region\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Region\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_e1b462790426716a\\n-- problem_id: v2p_m6_3d008b507e5565e1\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Region\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Region\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"1\", \"support\": 4780, \"support_share\": 0.38767234387672345, \"cumulative_support\": 4780}, {\"value_label\": \"3\", \"support\": 2403, \"support_share\": 0.1948905109489051, \"cumulative_support\": 7183}, {\"value_label\": \"4\", \"support\": 1182, \"support_share\": 0.09586374695863747, \"cumulative_support\": 8365}, {\"value_label\": \"2\", \"support\": 1136, \"support_share\": 0.09213300892133008, \"cumulative_support\": 9501}, {\"value_label\": \"6\", \"support\": 805, \"support_share\": 0.06528791565287916, \"cumulative_support\": 10306}, {\"value_label\": \"7\", \"support\": 761, \"support_share\": 0.06171938361719383, \"cumulative_support\": 11067}, {\"value_label\": \"9\", \"support\": 511, \"support_share\": 0.04144363341443633, \"cumulative_support\": 11578}, {\"value_label\": \"8\", \"support\": 434, \"support_share\": 0.03519870235198702, \"cumulative_support\": 12012}, {\"value_label\": \"5\", \"support\": 318, \"support_share\": 0.02579075425790754, \"cumulative_support\": 12330}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0e1ae637e8f2cb8264b0e8e1f856fe02356068fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.353822+00:00", + "ended_at": "2026-05-04T07:38:29.366476+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e1b462790426716a", + "problem_id": "v2p_m6_3d008b507e5565e1", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Region.", + "bindings": { + "group_col": "Region" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_e1b462790426716a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1b462790426716a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..865151afd3a0c1ad9bb7e30e4bc3aa42fd735b61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10580, "bytes_utf8": 10580, "lines": 310, "estimated_tokens": 2830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 254}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0556abea1ee63c5350afb20d1dbc51af90d17d83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e1f9e17037f6c0b7", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 254, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13072.02, + "sql_execution_elapsed_ms_total": 27.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_e1f9e17037f6c0b7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..409e95adde961391636496985fff8aa6dc990080 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:31:15.962556+00:00", + "ended_at": "2026-05-04T07:31:29.034857+00:00", + "elapsed_ms": 13072.02, + "prompt_metrics": { + "chars": 10580, + "bytes_utf8": 10580, + "lines": 310, + "estimated_tokens": 2830 + }, + "stdout_metrics": { + "chars": 863, + "bytes_utf8": 863, + "lines": 4, + "estimated_tokens": 241 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 534, + "bytes_utf8": 534, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 254 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea796044edcb9506bfa66663bb0bb4b8e1ca6087 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Administrative", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b1d585d07fce20265d97a9ba9aa73ec170ef773 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e6-01ee-7d11-9420-07fa2a6b7e24"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Administrative\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Administrative\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Administrative\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Administrative\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"Administrative\\\" and num_tiles set to 10. Used CAST(... AS REAL) for numeric ordering because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22921,"cached_input_tokens":21888,"output_tokens":254}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e33ae140f8692410bad04d084e0a6e540566cc48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Administrative\",\n NTILE(10) OVER (ORDER BY CAST(\"Administrative\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Administrative\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Administrative\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"Administrative\" and num_tiles set to 10. Used CAST(... AS REAL) for numeric ordering because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f4630ecb4ffee3746114fe5607d93288c5fc5d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:16.129000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:18.555254Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:28.274952Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ea7a4317513407a4dd2b131de073f73a439540af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative. +Result preview: [{"Administrative": "27"}, {"Administrative": "26"}, {"Administrative": "24"}, {"Administrative": "24"}, {"Administrative": "24"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..604b31033a4d130efcde86ec9594ad5628d53dfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_e1f9e17037f6c0b7 +-- problem_id: v2p_m6_7679e70d6fdbfbe2 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Administrative", + NTILE(10) OVER (ORDER BY CAST("Administrative" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Administrative" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Administrative" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6d31732c6bc5d18b6375e8f9061144f0046f7aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Administrative\",\n NTILE(10) OVER (ORDER BY CAST(\"Administrative\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Administrative\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Administrative\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Administrative\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Administrative\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Administrative\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Administrative\\\" AS REAL) DESC;\", \"columns\": [\"Administrative\"], \"rows\": [{\"Administrative\": \"27\"}, {\"Administrative\": \"26\"}, {\"Administrative\": \"24\"}, {\"Administrative\": \"24\"}, {\"Administrative\": \"24\"}, {\"Administrative\": \"24\"}, {\"Administrative\": \"23\"}, {\"Administrative\": \"23\"}, {\"Administrative\": \"23\"}, {\"Administrative\": \"22\"}, {\"Administrative\": \"22\"}, {\"Administrative\": \"22\"}, {\"Administrative\": \"22\"}, {\"Administrative\": \"21\"}, {\"Administrative\": \"21\"}, {\"Administrative\": \"20\"}, {\"Administrative\": \"20\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"19\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"18\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}, {\"Administrative\": \"17\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 27.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3a628f8c443a666ceddb4e4c700af53ff87b748f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:31:15.958604+00:00", + "ended_at": "2026-05-04T07:31:29.089852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e1f9e17037f6c0b7", + "problem_id": "v2p_m6_7679e70d6fdbfbe2", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Administrative.", + "bindings": { + "measure_col": "Administrative", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_e1f9e17037f6c0b7.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e1f9e17037f6c0b7", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 254, + "total_tokens": 23175, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13072.02, + "sql_execution_elapsed_ms_total": 27.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_e1f9e17037f6c0b7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..84f88cfbf2f10dce722664ff56187e82fc817c9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e1f9e17037f6c0b7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:29.054376+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13072.02, "started_at": "2026-05-04T07:31:15.962556+00:00", "ended_at": "2026-05-04T07:31:29.034857+00:00", "prompt_metrics": {"chars": 10580, "bytes_utf8": 10580, "lines": 310, "estimated_tokens": 2830}, "response_metrics": {"chars": 534, "bytes_utf8": 534, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 254}, "stderr_preview": "2026-05-04T07:31:16.129000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:18.555254Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..344eec3d463ca9a87234765b680c5cd3a47bd6c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_e24aef71db45b658\n-- problem_id: v2p_m6_cef010b60dc364af\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated_Duration\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated_Duration\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_e24aef71db45b658\\n-- problem_id: v2p_m6_cef010b60dc364af\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated_Duration\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated_Duration\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated_Duration\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated_Duration\": \"0\", \"support\": 755, \"avg_response\": 2.7078807947019867}, {\"ProductRelated_Duration\": \"17\", \"support\": 21, \"avg_response\": 6.857142857142857}, {\"ProductRelated_Duration\": \"8\", \"support\": 17, \"avg_response\": 56.04117647058824}, {\"ProductRelated_Duration\": \"11\", \"support\": 17, \"avg_response\": 4.9411764705882355}, {\"ProductRelated_Duration\": \"15\", \"support\": 16, \"avg_response\": 5.25}, {\"ProductRelated_Duration\": \"22\", \"support\": 15, \"avg_response\": 11.08}, {\"ProductRelated_Duration\": \"12\", \"support\": 15, \"avg_response\": 5.08}, {\"ProductRelated_Duration\": \"19\", \"support\": 15, \"avg_response\": 3.6666666666666665}, {\"ProductRelated_Duration\": \"7\", \"support\": 14, \"avg_response\": 52.00714285714286}, {\"ProductRelated_Duration\": \"13\", \"support\": 14, \"avg_response\": 7.785714285714286}, {\"ProductRelated_Duration\": \"5\", \"support\": 13, \"avg_response\": 30.96666666923077}, {\"ProductRelated_Duration\": \"24\", \"support\": 13, \"avg_response\": 26.490384615384617}, {\"ProductRelated_Duration\": \"14\", \"support\": 13, \"avg_response\": 5.1692307692307695}, {\"ProductRelated_Duration\": \"34\", \"support\": 12, \"avg_response\": 24.208333333333332}, {\"ProductRelated_Duration\": \"25\", \"support\": 12, \"avg_response\": 13.583333333333334}, {\"ProductRelated_Duration\": \"59\", \"support\": 12, \"avg_response\": 12.583333333333334}, {\"ProductRelated_Duration\": \"50\", \"support\": 11, \"avg_response\": 43.75}, {\"ProductRelated_Duration\": \"36\", \"support\": 11, \"avg_response\": 16.545454545454547}, {\"ProductRelated_Duration\": \"26\", \"support\": 10, \"avg_response\": 57.1}, {\"ProductRelated_Duration\": \"96\", \"support\": 10, \"avg_response\": 55.504999999999995}, {\"ProductRelated_Duration\": \"4\", \"support\": 10, \"avg_response\": 17.380000000000003}, {\"ProductRelated_Duration\": \"64\", \"support\": 10, \"avg_response\": 17.2}, {\"ProductRelated_Duration\": \"20\", \"support\": 10, \"avg_response\": 7.833333333000001}, {\"ProductRelated_Duration\": \"108\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"44\", \"support\": 10, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"95\", \"support\": 9, \"avg_response\": 13.666666666666666}, {\"ProductRelated_Duration\": \"60\", \"support\": 9, \"avg_response\": 12.222222222222221}, {\"ProductRelated_Duration\": \"23\", \"support\": 9, \"avg_response\": 10.833333333333334}, {\"ProductRelated_Duration\": \"28\", \"support\": 9, \"avg_response\": 10.694444444444445}, {\"ProductRelated_Duration\": \"57\", \"support\": 9, \"avg_response\": 10.666666666666666}, {\"ProductRelated_Duration\": \"47\", \"support\": 9, \"avg_response\": 9.222222222222221}, {\"ProductRelated_Duration\": \"21\", \"support\": 9, \"avg_response\": 7.722222222222222}, {\"ProductRelated_Duration\": \"55\", \"support\": 9, \"avg_response\": 4.444444444444445}, {\"ProductRelated_Duration\": \"18\", \"support\": 9, \"avg_response\": 1.5555555555555556}, {\"ProductRelated_Duration\": \"63\", \"support\": 9, \"avg_response\": 0.0}, {\"ProductRelated_Duration\": \"117\", \"support\": 8, \"avg_response\": 152.8875}, {\"ProductRelated_Duration\": \"224\", \"support\": 8, \"avg_response\": 36.9166666625}, {\"ProductRelated_Duration\": \"62\", \"support\": 8, \"avg_response\": 28.375}, {\"ProductRelated_Duration\": \"42\", \"support\": 8, \"avg_response\": 14.75}, {\"ProductRelated_Duration\": \"125\", \"support\": 8, \"avg_response\": 14.5}, {\"ProductRelated_Duration\": \"46\", \"support\": 8, \"avg_response\": 13.375}, {\"ProductRelated_Duration\": \"56\", \"support\": 8, \"avg_response\": 13.375}, {\"ProductRelated_Duration\": \"203\", \"support\": 8, \"avg_response\": 11.775}, {\"ProductRelated_Duration\": \"10\", \"support\": 8, \"avg_response\": 11.0625}, {\"ProductRelated_Duration\": \"65\", \"support\": 8, \"avg_response\": 10.25}, {\"ProductRelated_Duration\": \"58\", \"support\": 8, \"avg_response\": 5.9}, {\"ProductRelated_Duration\": \"9\", \"support\": 8, \"avg_response\": 5.7875}, {\"ProductRelated_Duration\": \"48\", \"support\": 8, \"avg_response\": 4.525}, {\"ProductRelated_Duration\": \"16\", \"support\": 8, \"avg_response\": 3.375}, {\"ProductRelated_Duration\": \"105\", \"support\": 8, \"avg_response\": 0.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..96b3bf3d5960c45cc57914d9afd98adcc27bd1a7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.805529+00:00", + "ended_at": "2026-05-04T07:38:29.822645+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e24aef71db45b658", + "problem_id": "v2p_m6_cef010b60dc364af", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=ProductRelated_Duration.", + "bindings": { + "key_col": "ProductRelated_Duration", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_e24aef71db45b658.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e24aef71db45b658/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64d4ab2207722d9d1a7bf57e50f08ee2a497ec4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10312, "bytes_utf8": 10312, "lines": 310, "estimated_tokens": 2752}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 88}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..066985e552386cdc9261023a523db89cf3c46990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e50476489ccf5f0a", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 88, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12727.91, + "sql_execution_elapsed_ms_total": 7.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_e50476489ccf5f0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ff545819df7158611e27ed7e3ed290ce01d7550a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:07:06.870646+00:00", + "ended_at": "2026-05-04T07:07:19.598829+00:00", + "elapsed_ms": 12727.91, + "prompt_metrics": { + "chars": 10312, + "bytes_utf8": 10312, + "lines": 310, + "estimated_tokens": 2752 + }, + "stdout_metrics": { + "chars": 668, + "bytes_utf8": 668, + "lines": 4, + "estimated_tokens": 185 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 349, + "bytes_utf8": 349, + "lines": 1, + "estimated_tokens": 84 + }, + "usage": { + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 88 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28870bbb5ae465e0107e8a3b8b9088eb07826a4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..43f7902d03de161fce8fe965b9cece620ad0d333 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-e589-7d20-8892-a7e11756f4f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided grouped-count template with group_col bound to \\\"TrafficType\\\" on the single table \\\"m6\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22843,"cached_input_tokens":19840,"output_tokens":88}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3072bac0c2b71864575c579970169760c89387ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY row_count DESC;","notes":"Used the provided grouped-count template with group_col bound to \"TrafficType\" on the single table \"m6\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0407603989ed243a314ad03f6a9a3f64d759cb3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:07:07.085603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:07:09.455986Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:07:18.881286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..78b4c4cbbc1077281c37381abf42fc3880d484f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType. +Result preview: [{"TrafficType": "2", "row_count": 3913}, {"TrafficType": "1", "row_count": 2451}, {"TrafficType": "3", "row_count": 2052}, {"TrafficType": "4", "row_count": 1069}, {"TrafficType": "13", "row_count": 738}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a1c3495317c7c31401d0216c497a767e5751dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_e50476489ccf5f0a +-- problem_id: v2p_m6_3606e03526e6a360 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c036319898d65e43bb9a87929344b001bed0ca1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"TrafficType\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"TrafficType\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"TrafficType\", \"row_count\"], \"rows\": [{\"TrafficType\": \"2\", \"row_count\": 3913}, {\"TrafficType\": \"1\", \"row_count\": 2451}, {\"TrafficType\": \"3\", \"row_count\": 2052}, {\"TrafficType\": \"4\", \"row_count\": 1069}, {\"TrafficType\": \"13\", \"row_count\": 738}, {\"TrafficType\": \"10\", \"row_count\": 450}, {\"TrafficType\": \"6\", \"row_count\": 444}, {\"TrafficType\": \"8\", \"row_count\": 343}, {\"TrafficType\": \"5\", \"row_count\": 260}, {\"TrafficType\": \"11\", \"row_count\": 247}, {\"TrafficType\": \"20\", \"row_count\": 198}, {\"TrafficType\": \"9\", \"row_count\": 42}, {\"TrafficType\": \"7\", \"row_count\": 40}, {\"TrafficType\": \"15\", \"row_count\": 38}, {\"TrafficType\": \"19\", \"row_count\": 17}, {\"TrafficType\": \"14\", \"row_count\": 13}, {\"TrafficType\": \"18\", \"row_count\": 10}, {\"TrafficType\": \"16\", \"row_count\": 3}, {\"TrafficType\": \"17\", \"row_count\": 1}, {\"TrafficType\": \"12\", \"row_count\": 1}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3332537cb2c2439f3a7748e3a6967f2786ec5347 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:07:06.862379+00:00", + "ended_at": "2026-05-04T07:07:19.642005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_e50476489ccf5f0a", + "problem_id": "v2p_m6_3606e03526e6a360", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=TrafficType.", + "bindings": { + "group_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_e50476489ccf5f0a.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_e50476489ccf5f0a", + "api_calls": 0, + "input_tokens": 22843, + "cached_input_tokens": 19840, + "output_tokens": 88, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2752, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12727.91, + "sql_execution_elapsed_ms_total": 7.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_e50476489ccf5f0a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecb86a984a154b40dbb9355eaf8538d2098dbf67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_e50476489ccf5f0a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:07:19.616065+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12727.91, "started_at": "2026-05-04T07:07:06.870646+00:00", "ended_at": "2026-05-04T07:07:19.598829+00:00", "prompt_metrics": {"chars": 10312, "bytes_utf8": 10312, "lines": 310, "estimated_tokens": 2752}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22843, "cached_input_tokens": 19840, "output_tokens": 88}, "stderr_preview": "2026-05-04T07:07:07.085603Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:07:09.455986Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=TrafficType.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f118d959ff0d7a6121a458cd97f3083e3c9183c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-c69d-7fe2-9282-6cb60fb8a6e3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"TrafficType\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"TrafficType\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"TrafficType\\\" AS REAL) DESC;\",\"notes\":\"Applied the planned Quantile Tail Slice template with measure_col bound to \\\"TrafficType\\\". CAST to REAL is used because the schema stores values as TEXT, while the role indicates a numeric discrete measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22923,"cached_input_tokens":22400,"output_tokens":205}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..575ff6208235c66e7223b03ad0afcfd8bd344c45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"TrafficType\",\n NTILE(10) OVER (ORDER BY CAST(\"TrafficType\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m6\"\n)\nSELECT \"TrafficType\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"TrafficType\" AS REAL) DESC;","notes":"Applied the planned Quantile Tail Slice template with measure_col bound to \"TrafficType\". CAST to REAL is used because the schema stores values as TEXT, while the role indicates a numeric discrete measure."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c4f85efffd4a3a5f9321cc2ebf94261e91b440f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:31:00.953915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:31:03.355816Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:31:15.410678Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..640b39ecbb15a4ff6585bca8356e583c288a7c8d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=TrafficType. +Result preview: [{"TrafficType": "20"}, {"TrafficType": "20"}, {"TrafficType": "20"}, {"TrafficType": "20"}, {"TrafficType": "20"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7f9d74b937b88813f0afea8a9c62b25c8bc0800 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_ea07be00ad376188 +-- problem_id: v2p_m6_e52a0f388c106772 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "TrafficType", + NTILE(10) OVER (ORDER BY CAST("TrafficType" AS REAL) DESC) AS "tail_bucket" + FROM "m6" +) +SELECT "TrafficType" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("TrafficType" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ecc8bc17e646cbfe710895e218a3b187de98bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n \"TrafficType\",\n NTILE(10) OVER (ORDER BY CAST(\"TrafficType\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"m6\"\n)\nSELECT \"TrafficType\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY CAST(\"TrafficType\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n \\\"TrafficType\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"TrafficType\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"TrafficType\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY CAST(\\\"TrafficType\\\" AS REAL) DESC;\", \"columns\": [\"TrafficType\"], \"rows\": [{\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}, {\"TrafficType\": \"20\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 28.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..844a7881f218f33c3349c4aa05e5336c1a6e841a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:31:00.765867+00:00", + "ended_at": "2026-05-04T07:31:15.956423+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ea07be00ad376188", + "problem_id": "v2p_m6_e52a0f388c106772", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=TrafficType.", + "bindings": { + "measure_col": "TrafficType", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ea07be00ad376188.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ea07be00ad376188", + "api_calls": 0, + "input_tokens": 22923, + "cached_input_tokens": 22400, + "output_tokens": 205, + "total_tokens": 23128, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2832, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2976, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15129.13, + "sql_execution_elapsed_ms_total": 28.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ea07be00ad376188\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d4049026b24f9c4e12285c08fc816cdb3bb13403 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea07be00ad376188/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:31:15.919809+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15129.13, "started_at": "2026-05-04T07:31:00.770119+00:00", "ended_at": "2026-05-04T07:31:15.898754+00:00", "prompt_metrics": {"chars": 10573, "bytes_utf8": 10573, "lines": 310, "estimated_tokens": 2832}, "response_metrics": {"chars": 543, "bytes_utf8": 543, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22923, "cached_input_tokens": 22400, "output_tokens": 205}, "stderr_preview": "2026-05-04T07:31:00.953915Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:31:03.355816Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d762ea09e575ab3217d060aadbd455bace9e477b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1cf-7813-7fe2-a6b1-84f874f8dd3c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"Browser\\\" on the single table \\\"m6\\\". Identifiers are double-quoted and the query is SQLite-compatible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22841,"cached_input_tokens":21888,"output_tokens":100}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00810cb21d52942bc97536e250431ccca6580e81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"Browser\" on the single table \"m6\". Identifiers are double-quoted and the query is SQLite-compatible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..75931960adbe4da16a81659450f3ffbfbb6c06ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:06:39.149018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:06:41.572152Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:06:50.500947Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7077ecfb88a020f58f8948b8446fcdb5be5b9d32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser. +Result preview: [{"Browser": "2", "row_count": 7961}, {"Browser": "1", "row_count": 2462}, {"Browser": "4", "row_count": 736}, {"Browser": "5", "row_count": 467}, {"Browser": "6", "row_count": 174}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e580638bd8703b202292db35f6ceb087e5108118 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_ea44fbe04ad8c274 +-- problem_id: v2p_m6_e2fcafb5237bff9e +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bab559ab27404138639070a0bd82f1c3a30b49a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"Browser\", COUNT(*) AS row_count\nFROM \"m6\"\nGROUP BY \"Browser\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"Browser\\\", COUNT(*) AS row_count\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Browser\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"Browser\", \"row_count\"], \"rows\": [{\"Browser\": \"2\", \"row_count\": 7961}, {\"Browser\": \"1\", \"row_count\": 2462}, {\"Browser\": \"4\", \"row_count\": 736}, {\"Browser\": \"5\", \"row_count\": 467}, {\"Browser\": \"6\", \"row_count\": 174}, {\"Browser\": \"10\", \"row_count\": 163}, {\"Browser\": \"8\", \"row_count\": 135}, {\"Browser\": \"3\", \"row_count\": 105}, {\"Browser\": \"13\", \"row_count\": 61}, {\"Browser\": \"7\", \"row_count\": 49}, {\"Browser\": \"12\", \"row_count\": 10}, {\"Browser\": \"11\", \"row_count\": 6}, {\"Browser\": \"9\", \"row_count\": 1}], \"row_count_returned\": 13, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..655abf35c6e1c9d8ca848ec16c2bb0a83101ead9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:06:38.795560+00:00", + "ended_at": "2026-05-04T07:06:51.239796+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ea44fbe04ad8c274", + "problem_id": "v2p_m6_e2fcafb5237bff9e", + "dataset_id": "m6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=Browser.", + "bindings": { + "group_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 0.05, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ea44fbe04ad8c274.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ea44fbe04ad8c274", + "api_calls": 0, + "input_tokens": 22841, + "cached_input_tokens": 21888, + "output_tokens": 100, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2750, + "estimated_output_tokens": 84, + "estimated_total_tokens": 2834, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12410.74, + "sql_execution_elapsed_ms_total": 6.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ea44fbe04ad8c274\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..deb5c40fe29728f961a68835340e1e489baf1bbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ea44fbe04ad8c274/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:06:51.226364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12410.74, "started_at": "2026-05-04T07:06:38.798297+00:00", "ended_at": "2026-05-04T07:06:51.209649+00:00", "prompt_metrics": {"chars": 10305, "bytes_utf8": 10305, "lines": 310, "estimated_tokens": 2750}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 84}, "usage": {"input_tokens": 22841, "cached_input_tokens": 21888, "output_tokens": 100}, "stderr_preview": "2026-05-04T07:06:39.149018Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:06:41.572152Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd3c8c0b33c98c409b33e5eb94ddb25e7905da17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_eae41e6f16eb9f86\n-- problem_id: v2p_m6_ec3f1b05eb18225b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Informational_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_eae41e6f16eb9f86\\n-- problem_id: v2p_m6_ec3f1b05eb18225b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 55.07686891849297}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 23.419545423503468}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 19.342099265369395}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 30.614188159635173}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 23.019072675930897}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 30.403574074066665}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 29.027323940472975}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 41.262335139067055}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 19.15634615423077}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 20.119365721862348}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 22.29842231833333}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 35.464285714285715}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 30.24750000075}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 5.543859649210526}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 125.47058823529412}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 178.91794869230768}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 26.6}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c704842f6e552aaeef7b7d96f84b557cddb9a25a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.114300+00:00", + "ended_at": "2026-05-04T07:38:30.127103+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_eae41e6f16eb9f86", + "problem_id": "v2p_m6_ec3f1b05eb18225b", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational_Duration, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Informational_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_eae41e6f16eb9f86.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eae41e6f16eb9f86/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ce2708bc2b53210618e71934e193d9b4fb4aee0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10852, "bytes_utf8": 10852, "lines": 314, "estimated_tokens": 2900}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 691, "bytes_utf8": 691, "lines": 1, "estimated_tokens": 166}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65114689efd04a739dc33e79a955abfd37ffcf7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_eb0feb430036fca3", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 23187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 166, + "estimated_total_tokens": 3066, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15693.21, + "sql_execution_elapsed_ms_total": 23.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_eb0feb430036fca3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..748141f58aa6a3b429e9a9762cc76c8783fb51d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:58:14.052783+00:00", + "ended_at": "2026-05-04T06:58:29.740726+00:00", + "elapsed_ms": 15693.21, + "prompt_metrics": { + "chars": 10852, + "bytes_utf8": 10852, + "lines": 314, + "estimated_tokens": 2900 + }, + "stdout_metrics": { + "chars": 1045, + "bytes_utf8": 1045, + "lines": 4, + "estimated_tokens": 292 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13189 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 691, + "bytes_utf8": 691, + "lines": 1, + "estimated_tokens": 166 + }, + "usage": { + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 196 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..369238d2454cc39e53d8145c31b8c0c6ffa04d80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,314 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "item_col": "ProductRelated", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5ffbe7525122c6399861036ce210e7b6282b91a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c7-d0ff-7ec1-b6c9-b99ee7642dd7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the provided Within-Group Share of Total template with group_col=\\\"TrafficType\\\", item_col=\\\"ProductRelated\\\", and measure_col=\\\"Administrative_Duration\\\". Cast \\\"Administrative_Duration\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22991,"cached_input_tokens":21888,"output_tokens":196}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2882d34dff46cbf753a336c6b7d5e8c6878c6ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated\"\nORDER BY share_within_group DESC;","notes":"Used the provided Within-Group Share of Total template with group_col=\"TrafficType\", item_col=\"ProductRelated\", and measure_col=\"Administrative_Duration\". Cast \"Administrative_Duration\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1baf536be85b8663f7b377674258cc25f9274939 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:58:17.732975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:58:20.062868Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:58:28.894496Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b5aa1e49a0579ecd72589cfdc72e3ce4cf61186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative_Duration. +Result preview: [{"TrafficType": "16", "ProductRelated": "17", "total_measure": 822.7666667, "share_within_group": 92.67825629885186}, {"TrafficType": "14", "ProductRelated": "705", "total_measure": 2629.253968, "share_within_group": 72.9756282355336}, {"TrafficType": "18", "ProductRelated": "18", "total_measure": 312.0, "share_within_group": 43.24923759356806}, {"TrafficType": "19", "ProductRelated": "362", "total_measure": 270.0, "share_within_group": 39.535425470676955}, {"TrafficType": "18", "ProductRelated": "8", "total_measure": 238.4, "share_within_group": 33.046853340726365}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..763f4029efc616d0cba97060bb75a463cd463f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_eb0feb430036fca3 +-- problem_id: v2p_m6_8db1ab94bc16c38f +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f1f6f04771b3c2cd2b2929697a71a10087a546e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"TrafficType\", \"ProductRelated\",\n SUM(CAST(\"Administrative_Duration\" AS REAL)) AS total_measure,\n SUM(CAST(\"Administrative_Duration\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"Administrative_Duration\" AS REAL))) OVER (PARTITION BY \"TrafficType\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"TrafficType\", \"ProductRelated\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"TrafficType\\\", \\\"ProductRelated\\\",\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"Administrative_Duration\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"Administrative_Duration\\\" AS REAL))) OVER (PARTITION BY \\\"TrafficType\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\", \\\"ProductRelated\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"TrafficType\", \"ProductRelated\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"TrafficType\": \"16\", \"ProductRelated\": \"17\", \"total_measure\": 822.7666667, \"share_within_group\": 92.67825629885186}, {\"TrafficType\": \"14\", \"ProductRelated\": \"705\", \"total_measure\": 2629.253968, \"share_within_group\": 72.9756282355336}, {\"TrafficType\": \"18\", \"ProductRelated\": \"18\", \"total_measure\": 312.0, \"share_within_group\": 43.24923759356806}, {\"TrafficType\": \"19\", \"ProductRelated\": \"362\", \"total_measure\": 270.0, \"share_within_group\": 39.535425470676955}, {\"TrafficType\": \"18\", \"ProductRelated\": \"8\", \"total_measure\": 238.4, \"share_within_group\": 33.046853340726365}, {\"TrafficType\": \"19\", \"ProductRelated\": \"51\", \"total_measure\": 166.9318182, \"share_within_group\": 24.443409100484057}, {\"TrafficType\": \"15\", \"ProductRelated\": \"50\", \"total_measure\": 604.5, \"share_within_group\": 22.673709873723112}, {\"TrafficType\": \"7\", \"ProductRelated\": \"2\", \"total_measure\": 772.0, \"share_within_group\": 22.615527145958673}, {\"TrafficType\": \"9\", \"ProductRelated\": \"14\", \"total_measure\": 571.16666667, \"share_within_group\": 20.05970498740391}, {\"TrafficType\": \"18\", \"ProductRelated\": \"16\", \"total_measure\": 116.0, \"share_within_group\": 16.07984474632659}, {\"TrafficType\": \"19\", \"ProductRelated\": \"16\", \"total_measure\": 103.0, \"share_within_group\": 15.08203267955454}, {\"TrafficType\": \"15\", \"ProductRelated\": \"14\", \"total_measure\": 377.0, \"share_within_group\": 14.140593254580006}, {\"TrafficType\": \"15\", \"ProductRelated\": \"58\", \"total_measure\": 367.6666667, \"share_within_group\": 13.790516676583382}, {\"TrafficType\": \"15\", \"ProductRelated\": \"26\", \"total_measure\": 364.5, \"share_within_group\": 13.671740693088626}, {\"TrafficType\": \"9\", \"ProductRelated\": \"11\", \"total_measure\": 372.66666667, \"share_within_group\": 13.088269726283794}, {\"TrafficType\": \"14\", \"ProductRelated\": \"114\", \"total_measure\": 468.3666667, \"share_within_group\": 12.999638742777883}, {\"TrafficType\": \"15\", \"ProductRelated\": \"4\", \"total_measure\": 335.5, \"share_within_group\": 12.584002750428626}, {\"TrafficType\": \"20\", \"ProductRelated\": \"27\", \"total_measure\": 1979.3147370000002, \"share_within_group\": 12.515354497140823}, {\"TrafficType\": \"7\", \"ProductRelated\": \"38\", \"total_measure\": 402.5, \"share_within_group\": 11.791126523637779}, {\"TrafficType\": \"20\", \"ProductRelated\": \"15\", \"total_measure\": 1759.83333333, \"share_within_group\": 11.127557235234155}, {\"TrafficType\": \"9\", \"ProductRelated\": \"18\", \"total_measure\": 302.0, \"share_within_group\": 10.606415359487526}, {\"TrafficType\": \"5\", \"ProductRelated\": \"3\", \"total_measure\": 2872.516666733, \"share_within_group\": 10.339038097857935}, {\"TrafficType\": \"7\", \"ProductRelated\": \"99\", \"total_measure\": 340.9, \"share_within_group\": 9.986571507846259}, {\"TrafficType\": \"7\", \"ProductRelated\": \"8\", \"total_measure\": 310.25, \"share_within_group\": 9.088688208592847}, {\"TrafficType\": \"9\", \"ProductRelated\": \"12\", \"total_measure\": 243.0, \"share_within_group\": 8.534301100514798}, {\"TrafficType\": \"19\", \"ProductRelated\": \"2\", \"total_measure\": 58.0, \"share_within_group\": 8.492795101108383}, {\"TrafficType\": \"9\", \"ProductRelated\": \"30\", \"total_measure\": 237.5, \"share_within_group\": 8.341137906881746}, {\"TrafficType\": \"7\", \"ProductRelated\": \"41\", \"total_measure\": 279.0, \"share_within_group\": 8.173228074770039}, {\"TrafficType\": \"19\", \"ProductRelated\": \"46\", \"total_measure\": 55.0, \"share_within_group\": 8.053512595878638}, {\"TrafficType\": \"9\", \"ProductRelated\": \"17\", \"total_measure\": 227.3333333, \"share_within_group\": 7.98407866899542}, {\"TrafficType\": \"9\", \"ProductRelated\": \"5\", \"total_measure\": 203.5, \"share_within_group\": 7.147038164422886}, {\"TrafficType\": \"8\", \"ProductRelated\": \"21\", \"total_measure\": 2532.11395727, \"share_within_group\": 7.121442414868804}, {\"TrafficType\": \"11\", \"ProductRelated\": \"67\", \"total_measure\": 1079.184314, \"share_within_group\": 6.9891027119106095}, {\"TrafficType\": \"11\", \"ProductRelated\": \"9\", \"total_measure\": 1043.85833333, \"share_within_group\": 6.760321674141005}, {\"TrafficType\": \"15\", \"ProductRelated\": \"22\", \"total_measure\": 179.5, \"share_within_group\": 6.732722783016209}, {\"TrafficType\": \"8\", \"ProductRelated\": \"3\", \"total_measure\": 2283.1666666300002, \"share_within_group\": 6.421290753234357}, {\"TrafficType\": \"8\", \"ProductRelated\": \"14\", \"total_measure\": 2209.83333367, \"share_within_group\": 6.215044463936977}, {\"TrafficType\": \"20\", \"ProductRelated\": \"23\", \"total_measure\": 980.6538314, \"share_within_group\": 6.2007472129230985}, {\"TrafficType\": \"8\", \"ProductRelated\": \"4\", \"total_measure\": 2119.325, \"share_within_group\": 5.960494353960268}, {\"TrafficType\": \"9\", \"ProductRelated\": \"3\", \"total_measure\": 169.0, \"share_within_group\": 5.935378131633748}, {\"TrafficType\": \"16\", \"ProductRelated\": \"16\", \"total_measure\": 52.0, \"share_within_group\": 5.857394960918508}, {\"TrafficType\": \"6\", \"ProductRelated\": \"18\", \"total_measure\": 1786.9, \"share_within_group\": 5.770735937735573}, {\"TrafficType\": \"13\", \"ProductRelated\": \"68\", \"total_measure\": 2855.7, \"share_within_group\": 5.703503893734373}, {\"TrafficType\": \"6\", \"ProductRelated\": \"24\", \"total_measure\": 1737.58333333, \"share_within_group\": 5.6114693527661315}, {\"TrafficType\": \"7\", \"ProductRelated\": \"59\", \"total_measure\": 184.2285714, \"share_within_group\": 5.396925204090525}, {\"TrafficType\": \"8\", \"ProductRelated\": \"20\", \"total_measure\": 1913.75, \"share_within_group\": 5.382325065712651}, {\"TrafficType\": \"10\", \"ProductRelated\": \"28\", \"total_measure\": 1851.57142856, \"share_within_group\": 5.376905121912637}, {\"TrafficType\": \"5\", \"ProductRelated\": \"8\", \"total_measure\": 1478.7619048, \"share_within_group\": 5.322501988744519}, {\"TrafficType\": \"15\", \"ProductRelated\": \"33\", \"total_measure\": 139.0, \"share_within_group\": 5.21364048378414}, {\"TrafficType\": \"5\", \"ProductRelated\": \"7\", \"total_measure\": 1420.68333333, \"share_within_group\": 5.1134600117033795}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 23.74}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..94941b1ab303e418cf2cd7763c08380710be2656 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:58:14.049105+00:00", + "ended_at": "2026-05-04T06:58:29.805666+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_eb0feb430036fca3", + "problem_id": "v2p_m6_8db1ab94bc16c38f", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=TrafficType, measure_col=Administrative_Duration.", + "bindings": { + "group_col": "TrafficType", + "measure_col": "Administrative_Duration", + "item_col": "ProductRelated", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 56.4, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_eb0feb430036fca3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_eb0feb430036fca3", + "api_calls": 0, + "input_tokens": 22991, + "cached_input_tokens": 21888, + "output_tokens": 196, + "total_tokens": 23187, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2900, + "estimated_output_tokens": 166, + "estimated_total_tokens": 3066, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15693.21, + "sql_execution_elapsed_ms_total": 23.74, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_eb0feb430036fca3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67bdc350123232a06895940352f3ba1868608970 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_eb0feb430036fca3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:58:29.767264+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15693.21, "started_at": "2026-05-04T06:58:14.052783+00:00", "ended_at": "2026-05-04T06:58:29.740726+00:00", "prompt_metrics": {"chars": 10852, "bytes_utf8": 10852, "lines": 314, "estimated_tokens": 2900}, "response_metrics": {"chars": 691, "bytes_utf8": 691, "lines": 1, "estimated_tokens": 166}, "usage": {"input_tokens": 22991, "cached_input_tokens": 21888, "output_tokens": 196}, "stderr_preview": "2026-05-04T06:58:17.732975Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:58:20.062868Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0129468ae06e9d38bdf56b9b3665474ce0ac6ec9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c2-38f5-7f63-ab86-f1f3cf67f205"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\",\"notes\":\"Uses the provided Grouped Condition Rate template with group_col bound to \\\"Informational\\\" and condition_col bound to \\\"VisitorType\\\", measuring the within-group proportion of Returning_Visitor.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22938,"cached_input_tokens":21888,"output_tokens":122}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..321f275f5ad204a57f8733694fe1dcf3e755f8a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;","notes":"Uses the provided Grouped Condition Rate template with group_col bound to \"Informational\" and condition_col bound to \"VisitorType\", measuring the within-group proportion of Returning_Visitor."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b345f95a2e996734e77cccc9c0cd874ddf17bd87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:52:10.918117Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:52:13.290694Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:52:21.837695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c394389d0d7c8d0d3c320ccbf086da3797b5248c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType. +Result preview: [{"Informational": "8", "condition_rate": 1.0}, {"Informational": "24", "condition_rate": 1.0}, {"Informational": "16", "condition_rate": 1.0}, {"Informational": "14", "condition_rate": 1.0}, {"Informational": "13", "condition_rate": 1.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..029758a2bffac2c98e39453ec4085ecdf30ab482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_ee70b1bb2a739bec +-- problem_id: v2p_m6_db168bdf3e051535 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4dd9d30507504330847bd4818b9fc8be9fd515a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Informational\",\n AVG(CASE WHEN \"VisitorType\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY condition_rate DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Informational\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY condition_rate DESC;\", \"columns\": [\"Informational\", \"condition_rate\"], \"rows\": [{\"Informational\": \"8\", \"condition_rate\": 1.0}, {\"Informational\": \"24\", \"condition_rate\": 1.0}, {\"Informational\": \"16\", \"condition_rate\": 1.0}, {\"Informational\": \"14\", \"condition_rate\": 1.0}, {\"Informational\": \"13\", \"condition_rate\": 1.0}, {\"Informational\": \"12\", \"condition_rate\": 1.0}, {\"Informational\": \"11\", \"condition_rate\": 1.0}, {\"Informational\": \"7\", \"condition_rate\": 0.9722222222222222}, {\"Informational\": \"5\", \"condition_rate\": 0.9393939393939394}, {\"Informational\": \"9\", \"condition_rate\": 0.9333333333333333}, {\"Informational\": \"3\", \"condition_rate\": 0.9263157894736842}, {\"Informational\": \"6\", \"condition_rate\": 0.9230769230769231}, {\"Informational\": \"1\", \"condition_rate\": 0.8847262247838616}, {\"Informational\": \"4\", \"condition_rate\": 0.8828828828828829}, {\"Informational\": \"2\", \"condition_rate\": 0.8763736263736264}, {\"Informational\": \"10\", \"condition_rate\": 0.8571428571428571}, {\"Informational\": \"0\", \"condition_rate\": 0.8453448809155583}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.83}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52b53fa427f276bc9e556c732a361bc53aaa567f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:52:10.721887+00:00", + "ended_at": "2026-05-04T06:52:22.668103+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ee70b1bb2a739bec", + "problem_id": "v2p_m6_db168bdf3e051535", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe dependency_strength_similarity with semantic role within_group_proportion. Focus on group_col=Informational, condition_col=VisitorType.", + "bindings": { + "group_col": "Informational", + "condition_col": "VisitorType", + "condition_value": "Returning_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ee70b1bb2a739bec.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_ee70b1bb2a739bec", + "api_calls": 0, + "input_tokens": 22938, + "cached_input_tokens": 21888, + "output_tokens": 122, + "total_tokens": 23060, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2847, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2953, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11888.45, + "sql_execution_elapsed_ms_total": 27.83, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_ee70b1bb2a739bec\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..972ba16b01ad54114cf7ff19d86e53aada42cb08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ee70b1bb2a739bec/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:52:22.632941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11888.45, "started_at": "2026-05-04T06:52:10.722873+00:00", "ended_at": "2026-05-04T06:52:22.613643+00:00", "prompt_metrics": {"chars": 10705, "bytes_utf8": 10705, "lines": 315, "estimated_tokens": 2847}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22938, "cached_input_tokens": 21888, "output_tokens": 122}, "stderr_preview": "2026-05-04T06:52:10.918117Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:52:13.290694Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "Weekend", + "measure_col": "ProductRelated_Duration", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..52292936e8c6df796955c0a271ca909eb3d3931f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d5-65f4-75b2-82cd-aa4f314a18da"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Weekend\\\", measure_col=\\\"ProductRelated_Duration\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=15. Casted text-stored numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22953,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b2e3c2bb0d9b01c18b79e4f6cfe836a0e319a8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"Weekend\", measure_col=\"ProductRelated_Duration\", predicate_col=\"ExitRates\", predicate_op=\">=\", predicate_value=0.05, top_k=15. Casted text-stored numeric fields to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50d3ca62a17284965534de257341968d07affe4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:13:07.703748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:13:10.148499Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:13:18.976753Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..143fa4e353a509d1c8708e71ae0fdb88c32bf82b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration. +Result preview: [{"Weekend": "FALSE", "total_measure": 891716.165664503}, {"Weekend": "TRUE", "total_measure": 214059.50832149}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac11263fe83354d4c2d6c0b59d869ce04ae98abd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f04f50d744daa18c +-- problem_id: v2p_m6_4695561641464d3d +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61982c25c3c74b13a17fefb3e6a5edc1ebc02051 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"Weekend\", SUM(CAST(\"ProductRelated_Duration\" AS REAL)) AS total_measure\nFROM \"m6\"\nWHERE CAST(\"ExitRates\" AS REAL) >= 0.05\nGROUP BY \"Weekend\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"Weekend\\\", SUM(CAST(\\\"ProductRelated_Duration\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nWHERE CAST(\\\"ExitRates\\\" AS REAL) >= 0.05\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"Weekend\", \"total_measure\"], \"rows\": [{\"Weekend\": \"FALSE\", \"total_measure\": 891716.165664503}, {\"Weekend\": \"TRUE\", \"total_measure\": 214059.50832149}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..244ff23a135ce588ab6223ac90689400a43a6e85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:13:04.056513+00:00", + "ended_at": "2026-05-04T07:13:20.129115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f04f50d744daa18c", + "problem_id": "v2p_m6_4695561641464d3d", + "dataset_id": "m6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=Weekend, measure_col=ProductRelated_Duration.", + "bindings": { + "group_col": "Weekend", + "measure_col": "ProductRelated_Duration", + "predicate_col": "ExitRates", + "predicate_op": ">=", + "predicate_value": 0.05, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 1059.697712, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f04f50d744daa18c.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f04f50d744daa18c", + "api_calls": 0, + "input_tokens": 22953, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 23124, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2864, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3008, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16024.46, + "sql_execution_elapsed_ms_total": 8.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f04f50d744daa18c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7af40d4c6dabaa3220e7c2f7359664db9ac0a1bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:13:20.106109+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16024.46, "started_at": "2026-05-04T07:13:04.061074+00:00", "ended_at": "2026-05-04T07:13:20.085193+00:00", "prompt_metrics": {"chars": 10716, "bytes_utf8": 10716, "lines": 316, "estimated_tokens": 2864}, "response_metrics": {"chars": 576, "bytes_utf8": 576, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22953, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T07:13:07.703748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:13:10.148499Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 0.05\\nGROUP BY \\\"Weekend\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"Weekend\\\", measure_col=\\\"ProductRelated_Duration\\\", predicate_col=\\\"ExitRates\\\", predicate_op=\\\">=\\\", predicate_value=0.05, top_k=15. Casted text-stored numeric fields to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fc9eb1680e6ada950ee19b7c1b560f48ed571881 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f04f50d744daa18c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f04f50d744daa18c", + "api_calls": 0, + "input_tokens": 22953, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 23124, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2864, + "estimated_output_tokens": 144, + "estimated_total_tokens": 3008, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16024.46, + "sql_execution_elapsed_ms_total": 8.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f04f50d744daa18c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..51d4318fe384e5a63fadd5e815035e607517871f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10565, "bytes_utf8": 10565, "lines": 310, "estimated_tokens": 2830}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 228}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fb13fc035fe609e0e8145aa84c22e05524b51502 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f0cacaa31338b2e3", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23149, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14548.55, + "sql_execution_elapsed_ms_total": 38.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f0cacaa31338b2e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f3d4ec112c3ed5d7ec400c2367d2155854b8015 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:30:32.571222+00:00", + "ended_at": "2026-05-04T07:30:47.119593+00:00", + "elapsed_ms": 14548.55, + "prompt_metrics": { + "chars": 10565, + "bytes_utf8": 10565, + "lines": 310, + "estimated_tokens": 2830 + }, + "stdout_metrics": { + "chars": 862, + "bytes_utf8": 862, + "lines": 4, + "estimated_tokens": 246 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 529, + "bytes_utf8": 529, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c833486c5c1ee473aad49eae5d35e60a9165c803 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,310 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Browser.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d39077e015d4bda17696b11466b5146c4a43b60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e5-5885-7f53-9600-669272896f13"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Browser\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Browser\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Browser\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Browser\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"Browser\\\" and num_tiles=10. Used CAST(\\\"Browser\\\" AS REAL) for ordering because the schema stores values as TEXT while the bound role is numeric-like.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22921,"cached_input_tokens":21888,"output_tokens":228}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22d6b8bee868cb53f4f75a8557f65d3d69a62f61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Browser\",\n NTILE(10) OVER (ORDER BY CAST(\"Browser\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Browser\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Browser\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"Browser\" and num_tiles=10. Used CAST(\"Browser\" AS REAL) for ordering because the schema stores values as TEXT while the bound role is numeric-like."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04b4b77f9f5685456680ea6d50e14566db1d6c54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:30:32.762346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:30:35.127429Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:30:46.476626Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..543d7c6ce5431242e0dc47266d0f19444733de30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Browser. +Result preview: [{"Browser": "13"}, {"Browser": "13"}, {"Browser": "13"}, {"Browser": "13"}, {"Browser": "13"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f944b81fff9e451f28a99ca16d5e6bacdb18bf2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_f0cacaa31338b2e3 +-- problem_id: v2p_m6_3007226a1ad2bb00 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Browser", + NTILE(10) OVER (ORDER BY CAST("Browser" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Browser" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Browser" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f63e30ba6fb14bbe674b3d24b70c9b884627090 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"Browser\",\n NTILE(10) OVER (ORDER BY CAST(\"Browser\" AS REAL) DESC) AS tail_bucket\n FROM \"m6\"\n)\nSELECT \"Browser\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"Browser\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"Browser\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"Browser\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"m6\\\"\\n)\\nSELECT \\\"Browser\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"Browser\\\" AS REAL) DESC;\", \"columns\": [\"Browser\"], \"rows\": [{\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}, {\"Browser\": \"13\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 38.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74caf7b0db8b5f2dec6b3999345b7a5f037b4195 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:30:32.562911+00:00", + "ended_at": "2026-05-04T07:30:47.191759+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f0cacaa31338b2e3", + "problem_id": "v2p_m6_3007226a1ad2bb00", + "dataset_id": "m6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=Browser.", + "bindings": { + "measure_col": "Browser", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f0cacaa31338b2e3.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f0cacaa31338b2e3", + "api_calls": 0, + "input_tokens": 22921, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23149, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2830, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2964, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14548.55, + "sql_execution_elapsed_ms_total": 38.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f0cacaa31338b2e3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8d4aef7591f63a4cf7d96432a12749e5a720954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f0cacaa31338b2e3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:30:47.145125+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14548.55, "started_at": "2026-05-04T07:30:32.571222+00:00", "ended_at": "2026-05-04T07:30:47.119593+00:00", "prompt_metrics": {"chars": 10565, "bytes_utf8": 10565, "lines": 310, "estimated_tokens": 2830}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22921, "cached_input_tokens": 21888, "output_tokens": 228}, "stderr_preview": "2026-05-04T07:30:32.762346Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:30:35.127429Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "Informational", + "measure_col": "Browser", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c642e5703d5346121428bf5a0457e4e62c2f2f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1d3-41bc-7380-b8cd-7cf0153adc87"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Informational\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Grouped Numeric Mean template with group_col bound to \\\"Informational\\\" and measure_col bound to \\\"Browser\\\". CAST to REAL ensures SQLite computes a numeric average because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22868,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..789a00085412b99403ee3803e3861bf897f5d09d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Informational\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY avg_measure DESC;","notes":"Used the required Grouped Numeric Mean template with group_col bound to \"Informational\" and measure_col bound to \"Browser\". CAST to REAL ensures SQLite computes a numeric average because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..88e24e1acd104b097e57916f16b0c6ab5879bb1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:10:47.295872Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:10:49.595764Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:11:00.128518Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b67178da711911122cf375b84824df53a7a6dc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser. +Result preview: [{"Informational": "0", "avg_measure": 2.387565728425611}, {"Informational": "1", "avg_measure": 2.30835734870317}, {"Informational": "2", "avg_measure": 2.293956043956044}, {"Informational": "7", "avg_measure": 2.25}, {"Informational": "5", "avg_measure": 2.1414141414141414}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..eaf095280c9579519c15ab51dec75bcd0234dfac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_f2190826f2800103 +-- problem_id: v2p_m6_fff4bff2837d584e +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Informational" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9cd6e16f9deaed563ac022386f799455ab4f2b28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"Informational\", AVG(CAST(\"Browser\" AS REAL)) AS avg_measure\nFROM \"m6\"\nGROUP BY \"Informational\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"Informational\\\", AVG(CAST(\\\"Browser\\\" AS REAL)) AS avg_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Informational\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"Informational\", \"avg_measure\"], \"rows\": [{\"Informational\": \"0\", \"avg_measure\": 2.387565728425611}, {\"Informational\": \"1\", \"avg_measure\": 2.30835734870317}, {\"Informational\": \"2\", \"avg_measure\": 2.293956043956044}, {\"Informational\": \"7\", \"avg_measure\": 2.25}, {\"Informational\": \"5\", \"avg_measure\": 2.1414141414141414}, {\"Informational\": \"4\", \"avg_measure\": 2.1396396396396398}, {\"Informational\": \"9\", \"avg_measure\": 2.1333333333333333}, {\"Informational\": \"3\", \"avg_measure\": 2.123684210526316}, {\"Informational\": \"6\", \"avg_measure\": 2.1025641025641026}, {\"Informational\": \"8\", \"avg_measure\": 2.0714285714285716}, {\"Informational\": \"24\", \"avg_measure\": 2.0}, {\"Informational\": \"16\", \"avg_measure\": 2.0}, {\"Informational\": \"14\", \"avg_measure\": 2.0}, {\"Informational\": \"13\", \"avg_measure\": 2.0}, {\"Informational\": \"11\", \"avg_measure\": 2.0}, {\"Informational\": \"12\", \"avg_measure\": 1.8}, {\"Informational\": \"10\", \"avg_measure\": 1.7142857142857142}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..231b521451adb963743499ac8be41cb02448811c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:10:47.079004+00:00", + "ended_at": "2026-05-04T07:11:01.154909+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f2190826f2800103", + "problem_id": "v2p_m6_fff4bff2837d584e", + "dataset_id": "m6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=Informational, measure_col=Browser.", + "bindings": { + "group_col": "Informational", + "measure_col": "Browser", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f2190826f2800103.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f2190826f2800103", + "api_calls": 0, + "input_tokens": 22868, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 23002, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2777, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2875, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14036.85, + "sql_execution_elapsed_ms_total": 7.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f2190826f2800103\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b89b07c5784e88ed8c4b6252a0af89c5e54f88d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f2190826f2800103/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:11:01.135930+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14036.85, "started_at": "2026-05-04T07:10:47.081977+00:00", "ended_at": "2026-05-04T07:11:01.119155+00:00", "prompt_metrics": {"chars": 10412, "bytes_utf8": 10412, "lines": 312, "estimated_tokens": 2777}, "response_metrics": {"chars": 427, "bytes_utf8": 427, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22868, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:10:47.295872Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:10:49.595764Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "required_roles": [ + "group_col", + "item_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "planned_template_id": "tpl_tpcds_within_group_share", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "item_col": "ExitRates", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..679fa200e74880f979633eafb5c1ef84afde5745 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c9-19be-7423-ac4e-e47f3ecc3d96"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\",\"notes\":\"Used the required template with group_col=\\\"Revenue\\\", item_col=\\\"ExitRates\\\", and measure_col=\\\"ProductRelated\\\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22986,"cached_input_tokens":21888,"output_tokens":193}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb11f26dfa2ba23548423721ffc25769d8f7c115 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"ExitRates\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"ExitRates\"\nORDER BY share_within_group DESC;","notes":"Used the required template with group_col=\"Revenue\", item_col=\"ExitRates\", and measure_col=\"ProductRelated\". CAST to REAL is needed because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c482d1ba022b6b77bf3699dd47f48c0a40d789bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:59:41.748664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:59:44.337896Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:59:53.694618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..61c0159b373600610bb300981a9e64b92c0b0693 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=ProductRelated. +Result preview: [{"Revenue": "FALSE", "ExitRates": "0.033333333", "total_measure": 2149.0, "share_within_group": 0.7180950598802395}, {"Revenue": "FALSE", "ExitRates": "0.025", "total_measure": 1901.0, "share_within_group": 0.6352250855431993}, {"Revenue": "FALSE", "ExitRates": "0.05", "total_measure": 1885.0, "share_within_group": 0.6298786355859709}, {"Revenue": "FALSE", "ExitRates": "0.016666667", "total_measure": 1840.0, "share_within_group": 0.614841745081266}, {"Revenue": "TRUE", "ExitRates": "0.0125", "total_measure": 556.0, "share_within_group": 0.6044463771267055}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8323f45007699ea24a1c57074acb8a13629e56fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f32d59b3cf221322 +-- problem_id: v2p_m6_4a0db35bbe719a6d +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "ExitRates", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e32a36d802fd1c558dff67e0ee5f46ce609e6c09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_within_group_share\nSELECT \"Revenue\", \"ExitRates\",\n SUM(CAST(\"ProductRelated\" AS REAL)) AS total_measure,\n SUM(CAST(\"ProductRelated\" AS REAL)) * 100.0 / SUM(SUM(CAST(\"ProductRelated\" AS REAL))) OVER (PARTITION BY \"Revenue\") AS share_within_group\nFROM \"m6\"\nGROUP BY \"Revenue\", \"ExitRates\"\nORDER BY share_within_group DESC;", "result": "{\"query\": \"-- template_id: tpl_tpcds_within_group_share\\nSELECT \\\"Revenue\\\", \\\"ExitRates\\\",\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) AS total_measure,\\n SUM(CAST(\\\"ProductRelated\\\" AS REAL)) * 100.0 / SUM(SUM(CAST(\\\"ProductRelated\\\" AS REAL))) OVER (PARTITION BY \\\"Revenue\\\") AS share_within_group\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Revenue\\\", \\\"ExitRates\\\"\\nORDER BY share_within_group DESC;\", \"columns\": [\"Revenue\", \"ExitRates\", \"total_measure\", \"share_within_group\"], \"rows\": [{\"Revenue\": \"FALSE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 2149.0, \"share_within_group\": 0.7180950598802395}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.025\", \"total_measure\": 1901.0, \"share_within_group\": 0.6352250855431993}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.05\", \"total_measure\": 1885.0, \"share_within_group\": 0.6298786355859709}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 1840.0, \"share_within_group\": 0.614841745081266}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.0125\", \"total_measure\": 556.0, \"share_within_group\": 0.6044463771267055}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.023309001\", \"total_measure\": 534.0, \"share_within_group\": 0.5805294341468717}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014593571\", \"total_measure\": 517.0, \"share_within_group\": 0.5620481600260913}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014292461\", \"total_measure\": 501.0, \"share_within_group\": 0.5446540196771212}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.02\", \"total_measure\": 1598.0, \"share_within_group\": 0.5339766894781864}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.00362107\", \"total_measure\": 470.0, \"share_within_group\": 0.510952872750992}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.016666667\", \"total_measure\": 455.0, \"share_within_group\": 0.4946458661738327}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0\", \"total_measure\": 448.0, \"share_within_group\": 0.48703592977115834}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 445.0, \"share_within_group\": 0.4837745284557265}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.04\", \"total_measure\": 1445.0, \"share_within_group\": 0.4828512617621899}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018437701\", \"total_measure\": 439.0, \"share_within_group\": 0.47725172582486275}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 422.0, \"share_within_group\": 0.4587704517040822}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 1317.0, \"share_within_group\": 0.4400796621043627}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.066666667\", \"total_measure\": 1316.0, \"share_within_group\": 0.4397455089820359}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.020148947\", \"total_measure\": 401.0, \"share_within_group\": 0.4359406424960591}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022322606\", \"total_measure\": 401.0, \"share_within_group\": 0.4359406424960591}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.009804129\", \"total_measure\": 397.0, \"share_within_group\": 0.43159210740881665}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.008333333\", \"total_measure\": 376.0, \"share_within_group\": 0.40876229820079363}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022222222\", \"total_measure\": 376.0, \"share_within_group\": 0.40876229820079363}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.0125\", \"total_measure\": 1189.0, \"share_within_group\": 0.3973080624465355}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.008975428\", \"total_measure\": 359.0, \"share_within_group\": 0.39028102408001303}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.007310889\", \"total_measure\": 357.0, \"share_within_group\": 0.3881067565363918}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.015384615\", \"total_measure\": 352.0, \"share_within_group\": 0.3826710876773387}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.006473478\", \"total_measure\": 346.0, \"share_within_group\": 0.37614828504647496}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.033333333\", \"total_measure\": 346.0, \"share_within_group\": 0.37614828504647496}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.025\", \"total_measure\": 341.0, \"share_within_group\": 0.37071261618742185}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.011111111\", \"total_measure\": 1101.0, \"share_within_group\": 0.3679025876817793}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018855633\", \"total_measure\": 338.0, \"share_within_group\": 0.36745121487199}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.012143626\", \"total_measure\": 336.0, \"share_within_group\": 0.36527694732836874}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.01331553\", \"total_measure\": 336.0, \"share_within_group\": 0.36527694732836874}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.013333333\", \"total_measure\": 332.0, \"share_within_group\": 0.36092841224112626}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.028571429\", \"total_measure\": 1080.0, \"share_within_group\": 0.36088537211291705}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.022913324\", \"total_measure\": 330.0, \"share_within_group\": 0.35875414469750505}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.017527555\", \"total_measure\": 326.0, \"share_within_group\": 0.3544056096102625}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.010072239\", \"total_measure\": 324.0, \"share_within_group\": 0.3522313420666413}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.028571429\", \"total_measure\": 319.0, \"share_within_group\": 0.3467956732075882}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.015642808\", \"total_measure\": 318.0, \"share_within_group\": 0.34570853943577756}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.1\", \"total_measure\": 1025.0, \"share_within_group\": 0.3425069503849444}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.014285714\", \"total_measure\": 1020.0, \"share_within_group\": 0.3408361847733105}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.01\", \"total_measure\": 1010.0, \"share_within_group\": 0.33749465355004277}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.00751105\", \"total_measure\": 310.0, \"share_within_group\": 0.3370114692612926}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.025532176\", \"total_measure\": 309.0, \"share_within_group\": 0.335924335489482}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.018717242\", \"total_measure\": 304.0, \"share_within_group\": 0.33048866663042886}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.2\", \"total_measure\": 968.0, \"share_within_group\": 0.3234602224123182}, {\"Revenue\": \"FALSE\", \"ExitRates\": \"0.013333333\", \"total_measure\": 965.0, \"share_within_group\": 0.3224577630453379}, {\"Revenue\": \"TRUE\", \"ExitRates\": \"0.009090909\", \"total_measure\": 296.0, \"share_within_group\": 0.3217915964559439}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 39.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5a3050c9a60c17272b949cd0b3c430c8b0c3fcbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:59:41.494442+00:00", + "ended_at": "2026-05-04T06:59:55.021382+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f32d59b3cf221322", + "problem_id": "v2p_m6_4a0db35bbe719a6d", + "dataset_id": "m6", + "template_id": "tpl_tpcds_within_group_share", + "template_name": "Within-Group Share of Total", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "dependency_strength_similarity", + "intended_facet_id": "pairwise_conditional_dependency", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Within-Group Share of Total to probe dependency_strength_similarity with semantic role focused_target_view. Focus on group_col=Revenue, measure_col=ProductRelated.", + "bindings": { + "group_col": "Revenue", + "measure_col": "ProductRelated", + "item_col": "ExitRates", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 28.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "item_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, {item_col},\n SUM({measure_col}) AS total_measure,\n SUM({measure_col}) * 100.0 / SUM(SUM({measure_col})) OVER (PARTITION BY {group_col}) AS share_within_group\nFROM {table}\nGROUP BY {group_col}, {item_col}\nORDER BY share_within_group DESC;", + "notes": [ + "default_facets=pairwise_conditional_dependency", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=32" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f32d59b3cf221322.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_f32d59b3cf221322", + "api_calls": 0, + "input_tokens": 22986, + "cached_input_tokens": 21888, + "output_tokens": 193, + "total_tokens": 23179, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2895, + "estimated_output_tokens": 153, + "estimated_total_tokens": 3048, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13396.99, + "sql_execution_elapsed_ms_total": 39.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_f32d59b3cf221322\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..933bc690ca87bd96016bc915dd3bda6f32a495ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f32d59b3cf221322/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:59:54.915958+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13396.99, "started_at": "2026-05-04T06:59:41.498540+00:00", "ended_at": "2026-05-04T06:59:54.895177+00:00", "prompt_metrics": {"chars": 10816, "bytes_utf8": 10816, "lines": 314, "estimated_tokens": 2895}, "response_metrics": {"chars": 608, "bytes_utf8": 608, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22986, "cached_input_tokens": 21888, "output_tokens": 193}, "stderr_preview": "2026-05-04T06:59:41.748664Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:59:44.337896Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b17b260893aaf2ca357494b685d63f7aa723f77b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_f757ee1ce697ba69\n-- problem_id: v2p_m6_3a9953afb19caeaa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"Administrative\",\n COUNT(*) AS support,\n AVG(\"Administrative_Duration\") AS avg_response\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_f757ee1ce697ba69\\n-- problem_id: v2p_m6_3a9953afb19caeaa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"Administrative\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Administrative_Duration\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"Administrative\", \"support\", \"avg_response\"], \"rows\": [{\"Administrative\": \"0\", \"support\": 5768, \"avg_response\": 0.0}, {\"Administrative\": \"1\", \"support\": 1354, \"avg_response\": 42.49809741591211}, {\"Administrative\": \"2\", \"support\": 1114, \"avg_response\": 86.22191763699911}, {\"Administrative\": \"3\", \"support\": 915, \"avg_response\": 116.70512746128962}, {\"Administrative\": \"4\", \"support\": 765, \"avg_response\": 147.91972705133333}, {\"Administrative\": \"5\", \"support\": 575, \"avg_response\": 180.17365588130434}, {\"Administrative\": \"6\", \"support\": 432, \"avg_response\": 203.3458328331713}, {\"Administrative\": \"7\", \"support\": 338, \"avg_response\": 202.86940573079883}, {\"Administrative\": \"8\", \"support\": 287, \"avg_response\": 259.51768902}, {\"Administrative\": \"9\", \"support\": 225, \"avg_response\": 270.41716439982224}, {\"Administrative\": \"10\", \"support\": 153, \"avg_response\": 357.78088841509805}, {\"Administrative\": \"11\", \"support\": 105, \"avg_response\": 388.35238616028573}, {\"Administrative\": \"12\", \"support\": 86, \"avg_response\": 363.10009725720926}, {\"Administrative\": \"13\", \"support\": 56, \"avg_response\": 379.08978231071427}, {\"Administrative\": \"14\", \"support\": 44, \"avg_response\": 487.85239906795454}, {\"Administrative\": \"15\", \"support\": 38, \"avg_response\": 503.58923395}, {\"Administrative\": \"16\", \"support\": 24, \"avg_response\": 373.6630943083333}, {\"Administrative\": \"17\", \"support\": 16, \"avg_response\": 593.205154185}, {\"Administrative\": \"18\", \"support\": 12, \"avg_response\": 446.1742536583333}, {\"Administrative\": \"19\", \"support\": 6, \"avg_response\": 553.43700235}], \"row_count_returned\": 20, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..09c381d0cd6ce97364ca4a84bf33b5aaf8b8e03a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.571228+00:00", + "ended_at": "2026-05-04T07:38:29.583561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f757ee1ce697ba69", + "problem_id": "v2p_m6_3a9953afb19caeaa", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Administrative_Duration, key_col=Administrative.", + "bindings": { + "key_col": "Administrative", + "measure_col": "Administrative_Duration", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f757ee1ce697ba69.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f757ee1ce697ba69/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9855adfc097163280285d934805aa49096a8368d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"ProductRelated": "1", "support": 622, "avg_response": 0.04983922829581994}, {"ProductRelated": "2", "support": 465, "avg_response": 0.06451612903225806}, {"ProductRelated": "3", "support": 458, "avg_response": 0.05021834061135371}, {"ProductRelated": "4", "support": 404, "avg_response": 0.15841584158415842}, {"ProductRelated": "6", "support": 396, "avg_response": 0.17424242424242425}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f946a257d4a831282608783ae93becb3e57a5ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f84841405bbd5f18 +-- problem_id: v2p_m6_3483c70e740f28be +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e7d2fb7ec1327e60c17a6b7bfc0b53b3661b17b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_f84841405bbd5f18\n-- problem_id: v2p_m6_3483c70e740f28be\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"ProductRelated\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"ProductRelated\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_f84841405bbd5f18\\n-- problem_id: v2p_m6_3483c70e740f28be\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"ProductRelated\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"ProductRelated\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"ProductRelated\", \"support\", \"avg_response\"], \"rows\": [{\"ProductRelated\": \"1\", \"support\": 622, \"avg_response\": 0.04983922829581994}, {\"ProductRelated\": \"2\", \"support\": 465, \"avg_response\": 0.06451612903225806}, {\"ProductRelated\": \"3\", \"support\": 458, \"avg_response\": 0.05021834061135371}, {\"ProductRelated\": \"4\", \"support\": 404, \"avg_response\": 0.15841584158415842}, {\"ProductRelated\": \"6\", \"support\": 396, \"avg_response\": 0.17424242424242425}, {\"ProductRelated\": \"7\", \"support\": 391, \"avg_response\": 0.13554987212276215}, {\"ProductRelated\": \"5\", \"support\": 382, \"avg_response\": 0.16753926701570682}, {\"ProductRelated\": \"8\", \"support\": 370, \"avg_response\": 0.1783783783783784}, {\"ProductRelated\": \"10\", \"support\": 330, \"avg_response\": 0.2515151515151515}, {\"ProductRelated\": \"9\", \"support\": 317, \"avg_response\": 0.20504731861198738}, {\"ProductRelated\": \"12\", \"support\": 313, \"avg_response\": 0.22044728434504793}, {\"ProductRelated\": \"11\", \"support\": 308, \"avg_response\": 0.2792207792207792}, {\"ProductRelated\": \"13\", \"support\": 289, \"avg_response\": 0.23183391003460208}, {\"ProductRelated\": \"15\", \"support\": 270, \"avg_response\": 0.37037037037037035}, {\"ProductRelated\": \"16\", \"support\": 260, \"avg_response\": 0.3192307692307692}, {\"ProductRelated\": \"14\", \"support\": 251, \"avg_response\": 0.3426294820717131}, {\"ProductRelated\": \"17\", \"support\": 226, \"avg_response\": 0.3185840707964602}, {\"ProductRelated\": \"20\", \"support\": 225, \"avg_response\": 0.29777777777777775}, {\"ProductRelated\": \"19\", \"support\": 218, \"avg_response\": 0.3073394495412844}, {\"ProductRelated\": \"22\", \"support\": 213, \"avg_response\": 0.4507042253521127}, {\"ProductRelated\": \"18\", \"support\": 200, \"avg_response\": 0.37}, {\"ProductRelated\": \"21\", \"support\": 199, \"avg_response\": 0.38190954773869346}, {\"ProductRelated\": \"24\", \"support\": 192, \"avg_response\": 0.4479166666666667}, {\"ProductRelated\": \"23\", \"support\": 180, \"avg_response\": 0.5666666666666667}, {\"ProductRelated\": \"27\", \"support\": 177, \"avg_response\": 0.5028248587570622}, {\"ProductRelated\": \"26\", \"support\": 155, \"avg_response\": 0.6258064516129033}, {\"ProductRelated\": \"25\", \"support\": 154, \"avg_response\": 0.5324675324675324}, {\"ProductRelated\": \"28\", \"support\": 144, \"avg_response\": 0.4791666666666667}, {\"ProductRelated\": \"30\", \"support\": 142, \"avg_response\": 0.5070422535211268}, {\"ProductRelated\": \"29\", \"support\": 135, \"avg_response\": 0.45925925925925926}, {\"ProductRelated\": \"31\", \"support\": 128, \"avg_response\": 0.6875}, {\"ProductRelated\": \"33\", \"support\": 121, \"avg_response\": 0.7355371900826446}, {\"ProductRelated\": \"32\", \"support\": 119, \"avg_response\": 0.47058823529411764}, {\"ProductRelated\": \"37\", \"support\": 118, \"avg_response\": 0.5423728813559322}, {\"ProductRelated\": \"36\", \"support\": 110, \"avg_response\": 0.6454545454545455}, {\"ProductRelated\": \"39\", \"support\": 109, \"avg_response\": 0.6146788990825688}, {\"ProductRelated\": \"34\", \"support\": 103, \"avg_response\": 0.6601941747572816}, {\"ProductRelated\": \"35\", \"support\": 101, \"avg_response\": 0.6831683168316832}, {\"ProductRelated\": \"38\", \"support\": 89, \"avg_response\": 0.48314606741573035}, {\"ProductRelated\": \"41\", \"support\": 85, \"avg_response\": 0.7411764705882353}, {\"ProductRelated\": \"42\", \"support\": 77, \"avg_response\": 0.9090909090909091}, {\"ProductRelated\": \"43\", \"support\": 73, \"avg_response\": 0.589041095890411}, {\"ProductRelated\": \"45\", \"support\": 71, \"avg_response\": 1.1549295774647887}, {\"ProductRelated\": \"40\", \"support\": 71, \"avg_response\": 0.6056338028169014}, {\"ProductRelated\": \"44\", \"support\": 69, \"avg_response\": 0.5217391304347826}, {\"ProductRelated\": \"46\", \"support\": 68, \"avg_response\": 0.8235294117647058}, {\"ProductRelated\": \"50\", \"support\": 64, \"avg_response\": 0.734375}, {\"ProductRelated\": \"48\", \"support\": 62, \"avg_response\": 0.45161290322580644}, {\"ProductRelated\": \"49\", \"support\": 60, \"avg_response\": 0.6833333333333333}, {\"ProductRelated\": \"53\", \"support\": 60, \"avg_response\": 0.5833333333333334}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 12.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17ea35ab8f73030ae4c6e3ee79ac32e7e5d873d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.746869+00:00", + "ended_at": "2026-05-04T07:38:29.764500+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f84841405bbd5f18", + "problem_id": "v2p_m6_3483c70e740f28be", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=ProductRelated.", + "bindings": { + "key_col": "ProductRelated", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f84841405bbd5f18.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f84841405bbd5f18/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd59919551ed75d6185d159179edc79d36eaab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 9699, "support_share": 0.78661800486618, "cumulative_support": 9699}, {"value_label": "1", "support": 1041, "support_share": 0.08442822384428224, "cumulative_support": 10740}, {"value_label": "2", "support": 728, "support_share": 0.059042984590429844, "cumulative_support": 11468}, {"value_label": "3", "support": 380, "support_share": 0.030819140308191405, "cumulative_support": 11848}, {"value_label": "4", "support": 222, "support_share": 0.01800486618004866, "cumulative_support": 12070}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cec2fc8711f1f01c0409532ae79cb46ac80c56cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_f8756f75d7cab5d8 +-- problem_id: v2p_m6_fe977419579edceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccdf2ed36f5c685d83f42bdcf1b7c5bf9f98ddec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: value_imbalance_profile\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_m6_f8756f75d7cab5d8\n-- problem_id: v2p_m6_fe977419579edceb\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Informational\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Informational\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: value_imbalance_profile\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_m6_f8756f75d7cab5d8\\n-- problem_id: v2p_m6_fe977419579edceb\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Informational\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Informational\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 9699, \"support_share\": 0.78661800486618, \"cumulative_support\": 9699}, {\"value_label\": \"1\", \"support\": 1041, \"support_share\": 0.08442822384428224, \"cumulative_support\": 10740}, {\"value_label\": \"2\", \"support\": 728, \"support_share\": 0.059042984590429844, \"cumulative_support\": 11468}, {\"value_label\": \"3\", \"support\": 380, \"support_share\": 0.030819140308191405, \"cumulative_support\": 11848}, {\"value_label\": \"4\", \"support\": 222, \"support_share\": 0.01800486618004866, \"cumulative_support\": 12070}, {\"value_label\": \"5\", \"support\": 99, \"support_share\": 0.008029197080291971, \"cumulative_support\": 12169}, {\"value_label\": \"6\", \"support\": 78, \"support_share\": 0.006326034063260341, \"cumulative_support\": 12247}, {\"value_label\": \"7\", \"support\": 36, \"support_share\": 0.00291970802919708, \"cumulative_support\": 12283}, {\"value_label\": \"9\", \"support\": 15, \"support_share\": 0.0012165450121654502, \"cumulative_support\": 12298}, {\"value_label\": \"8\", \"support\": 14, \"support_share\": 0.0011354420113544202, \"cumulative_support\": 12312}, {\"value_label\": \"10\", \"support\": 7, \"support_share\": 0.0005677210056772101, \"cumulative_support\": 12319}, {\"value_label\": \"12\", \"support\": 5, \"support_share\": 0.00040551500405515005, \"cumulative_support\": 12324}, {\"value_label\": \"14\", \"support\": 2, \"support_share\": 0.00016220600162206002, \"cumulative_support\": 12326}, {\"value_label\": \"11\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12327}, {\"value_label\": \"13\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12328}, {\"value_label\": \"16\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12329}, {\"value_label\": \"24\", \"support\": 1, \"support_share\": 8.110300081103001e-05, \"cumulative_support\": 12330}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..80ed432d20e820c82f13b9f5509428344f7e510e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.284317+00:00", + "ended_at": "2026-05-04T07:38:29.294245+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_f8756f75d7cab5d8", + "problem_id": "v2p_m6_fe977419579edceb", + "dataset_id": "m6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "value_imbalance_profile", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=Informational.", + "bindings": { + "group_col": "Informational" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_f8756f75d7cab5d8.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_f8756f75d7cab5d8/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82975a41ba83b1f0a2cfa30e49918837fdcf7170 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 312, "estimated_tokens": 2821}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..23cdd7b987367793fa8085ca0090c36d6dd382cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fd3fd95349e3d5b2", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 23064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11503.68, + "sql_execution_elapsed_ms_total": 9.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fd3fd95349e3d5b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..bcfee7bdc87da2000be4b33b65b220b1f53f10ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:33:06.653483+00:00", + "ended_at": "2026-05-04T07:33:18.157182+00:00", + "elapsed_ms": 11503.68, + "prompt_metrics": { + "chars": 10582, + "bytes_utf8": 10582, + "lines": 312, + "estimated_tokens": 2821 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 234 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13232 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 509, + "bytes_utf8": 509, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 154 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ff85f0830b17806bf6b3755a704c0a6122e755c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Administrative, measure_col=SpecialDay.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Administrative", + "measure_col": "SpecialDay", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01bbace762527c55d1c23bd76b8430ec746e88d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e7-b271-7e02-a6c5-9013126a07de"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING SUM(CAST(\\\"SpecialDay\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"Administrative\\\" and measure_col=\\\"SpecialDay\\\". Cast \\\"SpecialDay\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22910,"cached_input_tokens":21888,"output_tokens":154}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b181b7bb4b4e1e5fb3beea35e791722d91d357 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Administrative\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING SUM(CAST(\"SpecialDay\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\"Administrative\" and measure_col=\"SpecialDay\". Cast \"SpecialDay\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b0fb507d807ca60b5d78d48e4b0563e1ffbd133 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:33:06.859996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:33:09.382857Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:33:17.278018Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..042bff8c5d3f1359b404f644d104d819717fded5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Administrative, measure_col=SpecialDay. +Result preview: [{"Administrative": "0", "total_measure": 503.0}, {"Administrative": "1", "total_measure": 62.4}, {"Administrative": "2", "total_measure": 54.800000000000004}, {"Administrative": "3", "total_measure": 33.6}, {"Administrative": "4", "total_measure": 23.4}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..07143e5d83d02dd1cc3cfa7e80b9f5da8cbb8b96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_fd3fd95349e3d5b2 +-- problem_id: v2p_m6_9e49aa5c68dd8170 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Administrative" +HAVING SUM(CAST("SpecialDay" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..880754b15902617d0439451ba93d03cb85684d3d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Administrative\", SUM(CAST(\"SpecialDay\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Administrative\"\nHAVING SUM(CAST(\"SpecialDay\" AS REAL)) > 0.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Administrative\\\", SUM(CAST(\\\"SpecialDay\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Administrative\\\"\\nHAVING SUM(CAST(\\\"SpecialDay\\\" AS REAL)) > 0.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"Administrative\", \"total_measure\"], \"rows\": [{\"Administrative\": \"0\", \"total_measure\": 503.0}, {\"Administrative\": \"1\", \"total_measure\": 62.4}, {\"Administrative\": \"2\", \"total_measure\": 54.800000000000004}, {\"Administrative\": \"3\", \"total_measure\": 33.6}, {\"Administrative\": \"4\", \"total_measure\": 23.4}, {\"Administrative\": \"5\", \"total_measure\": 22.8}, {\"Administrative\": \"6\", \"total_measure\": 16.6}, {\"Administrative\": \"8\", \"total_measure\": 9.4}, {\"Administrative\": \"10\", \"total_measure\": 7.4}, {\"Administrative\": \"9\", \"total_measure\": 6.4}, {\"Administrative\": \"7\", \"total_measure\": 6.4}, {\"Administrative\": \"12\", \"total_measure\": 3.4}, {\"Administrative\": \"11\", \"total_measure\": 3.2}, {\"Administrative\": \"14\", \"total_measure\": 2.2}, {\"Administrative\": \"17\", \"total_measure\": 1.4}, {\"Administrative\": \"16\", \"total_measure\": 0.6}], \"row_count_returned\": 16, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 9.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40768f35344ea722adc381b24825071df055a18a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:33:06.650503+00:00", + "ended_at": "2026-05-04T07:33:18.192391+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fd3fd95349e3d5b2", + "problem_id": "v2p_m6_9e49aa5c68dd8170", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=Administrative, measure_col=SpecialDay.", + "bindings": { + "group_col": "Administrative", + "measure_col": "SpecialDay", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_fd3fd95349e3d5b2.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fd3fd95349e3d5b2", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 23064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11503.68, + "sql_execution_elapsed_ms_total": 9.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fd3fd95349e3d5b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e85e7fba9ca1b93c3b64e0f9c5184d3b15c683c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:33:18.175183+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11503.68, "started_at": "2026-05-04T07:33:06.653483+00:00", "ended_at": "2026-05-04T07:33:18.157182+00:00", "prompt_metrics": {"chars": 10582, "bytes_utf8": 10582, "lines": 312, "estimated_tokens": 2821}, "response_metrics": {"chars": 509, "bytes_utf8": 509, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22910, "cached_input_tokens": 21888, "output_tokens": 154}, "stderr_preview": "2026-05-04T07:33:06.859996Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:33:09.382857Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 0.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with fixed bindings group_col=\\\"Administrative\\\" and measure_col=\\\"SpecialDay\\\". Cast \\\"SpecialDay\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..e5fe6c39e56bdea0dfa2b00603d7e26fc61ca62f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fd3fd95349e3d5b2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fd3fd95349e3d5b2", + "api_calls": 0, + "input_tokens": 22910, + "cached_input_tokens": 21888, + "output_tokens": 154, + "total_tokens": 23064, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2821, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2942, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11503.68, + "sql_execution_elapsed_ms_total": 9.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fd3fd95349e3d5b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..753364ba0001423512e364afc9fceef12abe6453 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10554, "bytes_utf8": 10554, "lines": 312, "estimated_tokens": 2820}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22909, "cached_input_tokens": 3456, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..dfc1d7738536501b66482206db1630c78c9756cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe3696b5eeea0027", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 3456, + "output_tokens": 153, + "total_tokens": 23062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12776.54, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fe3696b5eeea0027\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cd88c2beebd06cad1c93556639490324b4a7aaa4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:34:06.910975+00:00", + "ended_at": "2026-05-04T07:34:19.687753+00:00", + "elapsed_ms": 12776.54, + "prompt_metrics": { + "chars": 10554, + "bytes_utf8": 10554, + "lines": 312, + "estimated_tokens": 2820 + }, + "stdout_metrics": { + "chars": 811, + "bytes_utf8": 811, + "lines": 4, + "estimated_tokens": 226 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 486, + "bytes_utf8": 486, + "lines": 1, + "estimated_tokens": 118 + }, + "usage": { + "input_tokens": 22909, + "cached_input_tokens": 3456, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6367c6b7144778c8f213f79d79f1c38655d5d011 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,312 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, measure_col=Region.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "Month", + "measure_col": "Region", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..938e05c785a341e31a4132d99250b20bec42e083 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1e8-9dcc-7b03-b9ac-e72304a0f1ec"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Month\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING SUM(CAST(\\\"Region\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=Month and measure_col=Region. Cast \\\"Region\\\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22909,"cached_input_tokens":3456,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eb698f95953d315736074167ddbadc4ba0614835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Month\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING SUM(CAST(\"Region\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=Month and measure_col=Region. Cast \"Region\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e60c6192d0865ea463dfdc64eb26c99c1c821e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:34:07.147973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:34:09.590391Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:34:18.826552Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2bcc570e4c9a31f07f4db16d2c952d05cada9f61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, measure_col=Region. +Result preview: [{"Month": "May", "total_measure": 10546.0}, {"Month": "Nov", "total_measure": 9095.0}, {"Month": "Dec", "total_measure": 5861.0}, {"Month": "Mar", "total_measure": 5785.0}, {"Month": "Oct", "total_measure": 1753.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ecdd0c21029002bc658a699196a5d80f26f2027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_fe3696b5eeea0027 +-- problem_id: v2p_m6_4c9fd1b58b417e8d +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Month" +HAVING SUM(CAST("Region" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a5712f00c9a05ef3e95a3e49d2b57c618041efc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"Month\", SUM(CAST(\"Region\" AS REAL)) AS total_measure\nFROM \"m6\"\nGROUP BY \"Month\"\nHAVING SUM(CAST(\"Region\" AS REAL)) > 4.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"Month\\\", SUM(CAST(\\\"Region\\\" AS REAL)) AS total_measure\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Month\\\"\\nHAVING SUM(CAST(\\\"Region\\\" AS REAL)) > 4.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"Month\", \"total_measure\"], \"rows\": [{\"Month\": \"May\", \"total_measure\": 10546.0}, {\"Month\": \"Nov\", \"total_measure\": 9095.0}, {\"Month\": \"Dec\", \"total_measure\": 5861.0}, {\"Month\": \"Mar\", \"total_measure\": 5785.0}, {\"Month\": \"Oct\", \"total_measure\": 1753.0}, {\"Month\": \"Sep\", \"total_measure\": 1476.0}, {\"Month\": \"Jul\", \"total_measure\": 1475.0}, {\"Month\": \"Aug\", \"total_measure\": 1407.0}, {\"Month\": \"June\", \"total_measure\": 919.0}, {\"Month\": \"Feb\", \"total_measure\": 490.0}], \"row_count_returned\": 10, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 11.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eebddfe175056ef6b2d6ad69a00c1855f069fd99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:34:06.907181+00:00", + "ended_at": "2026-05-04T07:34:19.739970+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fe3696b5eeea0027", + "problem_id": "v2p_m6_4c9fd1b58b417e8d", + "dataset_id": "m6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=Month, measure_col=Region.", + "bindings": { + "group_col": "Month", + "measure_col": "Region", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_fe3696b5eeea0027.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe3696b5eeea0027", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 3456, + "output_tokens": 153, + "total_tokens": 23062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12776.54, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fe3696b5eeea0027\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c42893f0b7f6886ebf987499614ad81bf6d676df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:34:19.711097+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12776.54, "started_at": "2026-05-04T07:34:06.910975+00:00", "ended_at": "2026-05-04T07:34:19.687753+00:00", "prompt_metrics": {"chars": 10554, "bytes_utf8": 10554, "lines": 312, "estimated_tokens": 2820}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22909, "cached_input_tokens": 3456, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:34:07.147973Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:34:09.590391Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 4.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with fixed bindings group_col=Month and measure_col=Region. Cast \\\"Region\\\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..56478ab99814e4998924f62a4df30d20cc696abc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe3696b5eeea0027/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe3696b5eeea0027", + "api_calls": 0, + "input_tokens": 22909, + "cached_input_tokens": 3456, + "output_tokens": 153, + "total_tokens": 23062, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2820, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2938, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12776.54, + "sql_execution_elapsed_ms_total": 11.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fe3696b5eeea0027\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6c252bce48f5277a269ff92bf8c9e3eb81c2f846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 10678, "bytes_utf8": 10678, "lines": 315, "estimated_tokens": 2845}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22936, "cached_input_tokens": 22400, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..920b9f3e216c9e25665f528bab0f93e95ac34477 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe5d21a0bcf8fca1", + "api_calls": 0, + "input_tokens": 22936, + "cached_input_tokens": 22400, + "output_tokens": 155, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2845, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11192.71, + "sql_execution_elapsed_ms_total": 10.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fe5d21a0bcf8fca1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a59ae6f972bad0f397f858af2591f5f90bede390 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T06:54:22.854233+00:00", + "ended_at": "2026-05-04T06:54:34.049829+00:00", + "elapsed_ms": 11192.71, + "prompt_metrics": { + "chars": 10678, + "bytes_utf8": 10678, + "lines": 315, + "estimated_tokens": 2845 + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": 222 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13162 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 110 + }, + "usage": { + "input_tokens": 22936, + "cached_input_tokens": 22400, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..06aebec5503bb6ad62e96c332b1cffa76cf9a7a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,315 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: m6 +- dataset_name: Online Shoppers Purchasing Intention Dataset +- table_name: m6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 17 feature columns and target `VisitorType`. +- task_type: classification +- target_column: VisitorType +- main_row_count: 12330 +- important_fields: +- Administrative: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Administrative. +- Administrative_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Administrative Duration. +- Informational: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Informational. +- Informational_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for Informational Duration. +- ProductRelated: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated. +- ProductRelated_Duration: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ProductRelated Duration. +- BounceRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for BounceRates. +- ExitRates: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for ExitRates. +- PageValues: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for PageValues. +- SpecialDay: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for SpecialDay. +- Month: role=feature, type=categorical_nominal. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Month. +- OperatingSystems: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for OperatingSystems. +- Browser: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Browser. +- Region: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for Region. +- TrafficType: role=feature, type=numeric_discrete. tags=['subgroup_candidate', 'condition_candidate', 'measure'] desc=Numeric field for TrafficType. +- VisitorType: role=target, type=categorical_target. tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for VisitorType. +- Weekend: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Weekend. +- Revenue: role=feature, type=categorical_binary. tags=['subgroup_candidate', 'condition_candidate'] desc=Categorical field for Revenue. +- useful_field_combinations: [['Administrative', 'Informational', 'VisitorType'], ['Administrative', 'Administrative', 'VisitorType'], ['Administrative', 'Administrative_Duration', 'VisitorType']] +- fields_requiring_caution: ['VisitorType', 'Administrative_Duration', 'Informational_Duration', 'ProductRelated'] +- source_url: https://archive.ics.uci.edu/dataset/468/online+shoppers+purchasing+intention+dataset + +SQLite schema snapshot: +{ + "table_name": "m6", + "quoted_table_name": "\"m6\"", + "row_count": 12330, + "columns": [ + { + "name": "Administrative", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Administrative_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Informational_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ProductRelated_Duration", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "BounceRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "ExitRates", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "PageValues", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "SpecialDay", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Month", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "OperatingSystems", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Browser", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Region", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "TrafficType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "VisitorType", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Weekend", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "Revenue", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "1", + "Browser": "1", + "Region": "1", + "TrafficType": "1", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "64", + "BounceRates": "0", + "ExitRates": "0.1", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "2", + "Browser": "2", + "Region": "1", + "TrafficType": "2", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "1", + "ProductRelated_Duration": "0", + "BounceRates": "0.2", + "ExitRates": "0.2", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "4", + "Browser": "1", + "Region": "9", + "TrafficType": "3", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "2", + "ProductRelated_Duration": "2.666666667", + "BounceRates": "0.05", + "ExitRates": "0.14", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "2", + "Region": "2", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "FALSE", + "Revenue": "FALSE" + }, + { + "Administrative": "0", + "Administrative_Duration": "0", + "Informational": "0", + "Informational_Duration": "0", + "ProductRelated": "10", + "ProductRelated_Duration": "627.5", + "BounceRates": "0.02", + "ExitRates": "0.05", + "PageValues": "0", + "SpecialDay": "0", + "Month": "Feb", + "OperatingSystems": "3", + "Browser": "3", + "Region": "1", + "TrafficType": "4", + "VisitorType": "Returning_Visitor", + "Weekend": "TRUE", + "Revenue": "FALSE" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "primary_family": "conditional_dependency_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "required_roles": [ + "group_col", + "condition_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "m6", + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=VisitorType.", + "planned_template_id": "tpl_m4_group_condition_rate", + "bindings": { + "group_col": "Region", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1348585401329193abc25ebc43cdf4745f317db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1c4-3d08-7a82-9ad2-fe17996b4ae4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\",\"notes\":\"Uses the requested Grouped Condition Rate template with group_col=\\\"Region\\\" and condition_col=\\\"VisitorType\\\", measuring the within-region proportion of rows where VisitorType = 'New_Visitor'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22936,"cached_input_tokens":22400,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8baa58de5ec9ea07d23fc4a1f55291da787358a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY \"condition_rate\" DESC;","notes":"Uses the requested Grouped Condition Rate template with group_col=\"Region\" and condition_col=\"VisitorType\", measuring the within-region proportion of rows where VisitorType = 'New_Visitor'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d3d0ceabc9c1457e98e6e84766847e91fd551fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T06:54:23.055323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T06:54:25.429911Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T06:54:33.239845Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd0a9b35ca29b670c72da34fc7ba15cc58c525a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=VisitorType. +Result preview: [{"Region": "9", "condition_rate": 0.18003913894324852}, {"Region": "8", "condition_rate": 0.17050691244239632}, {"Region": "5", "condition_rate": 0.15723270440251572}, {"Region": "6", "condition_rate": 0.15031055900621118}, {"Region": "1", "condition_rate": 0.13744769874476986}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56929fba22ec7d5c88da0aa5aa44a6a923a8033f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/generated_sql.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_fe5d21a0bcf8fca1 +-- problem_id: v2p_m6_47f59b6c5c9f06e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "Region" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..437746461678b2895f062ada146e2c9a0609b50f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_condition_rate\nSELECT \"Region\",\n AVG(CASE WHEN \"VisitorType\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \"condition_rate\"\nFROM \"m6\"\nGROUP BY \"Region\"\nORDER BY \"condition_rate\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_condition_rate\\nSELECT \\\"Region\\\",\\n AVG(CASE WHEN \\\"VisitorType\\\" = 'New_Visitor' THEN 1 ELSE 0 END) AS \\\"condition_rate\\\"\\nFROM \\\"m6\\\"\\nGROUP BY \\\"Region\\\"\\nORDER BY \\\"condition_rate\\\" DESC;\", \"columns\": [\"Region\", \"condition_rate\"], \"rows\": [{\"Region\": \"9\", \"condition_rate\": 0.18003913894324852}, {\"Region\": \"8\", \"condition_rate\": 0.17050691244239632}, {\"Region\": \"5\", \"condition_rate\": 0.15723270440251572}, {\"Region\": \"6\", \"condition_rate\": 0.15031055900621118}, {\"Region\": \"1\", \"condition_rate\": 0.13744769874476986}, {\"Region\": \"7\", \"condition_rate\": 0.1314060446780552}, {\"Region\": \"2\", \"condition_rate\": 0.1311619718309859}, {\"Region\": \"3\", \"condition_rate\": 0.12983770287141075}, {\"Region\": \"4\", \"condition_rate\": 0.11759729272419628}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 10.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87d1cb77fa32ff23c69d7059892d23febaabb78b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/run_manifest.json @@ -0,0 +1,92 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T06:54:22.843560+00:00", + "ended_at": "2026-05-04T06:54:34.085219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fe5d21a0bcf8fca1", + "problem_id": "v2p_m6_47f59b6c5c9f06e0", + "dataset_id": "m6", + "template_id": "tpl_m4_group_condition_rate", + "template_name": "Grouped Condition Rate", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "within_group_proportion", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Condition Rate to probe direction_consistency with semantic role within_group_proportion. Focus on group_col=Region, condition_col=VisitorType.", + "bindings": { + "group_col": "Region", + "condition_col": "VisitorType", + "condition_value": "New_Visitor", + "positive_value": "Returning_Visitor", + "negative_value": "New_Visitor", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 0.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "condition_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n AVG(CASE WHEN {condition_col} = {condition_value} THEN 1 ELSE 0 END) AS condition_rate\nFROM {table}\nGROUP BY {group_col}\nORDER BY condition_rate DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_fe5d21a0bcf8fca1.sql", + "usage_summary": { + "dataset_id": "m6", + "model": "v2-cli:codex", + "run_id": "v2q_m6_fe5d21a0bcf8fca1", + "api_calls": 0, + "input_tokens": 22936, + "cached_input_tokens": 22400, + "output_tokens": 155, + "total_tokens": 23091, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2845, + "estimated_output_tokens": 110, + "estimated_total_tokens": 2955, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11192.71, + "sql_execution_elapsed_ms_total": 10.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\artifacts\\v2q_m6_fe5d21a0bcf8fca1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fb990110e52acd5c627a16e8686db0e10bbe9f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fe5d21a0bcf8fca1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T06:54:34.069800+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11192.71, "started_at": "2026-05-04T06:54:22.854233+00:00", "ended_at": "2026-05-04T06:54:34.049829+00:00", "prompt_metrics": {"chars": 10678, "bytes_utf8": 10678, "lines": 315, "estimated_tokens": 2845}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 110}, "usage": {"input_tokens": 22936, "cached_input_tokens": 22400, "output_tokens": 155}, "stderr_preview": "2026-05-04T06:54:23.055323Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T06:54:25.429911Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec3385065419c8ea51600e37985d0817dd19bfe4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_m6_fead4bed7b341530\n-- problem_id: v2p_m6_34f828d74251bdb4\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"TrafficType\",\n COUNT(*) AS support,\n AVG(\"Informational\") AS avg_response\nFROM \"m6\"\nGROUP BY \"TrafficType\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_m6_fead4bed7b341530\\n-- problem_id: v2p_m6_34f828d74251bdb4\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"TrafficType\\\",\\n COUNT(*) AS support,\\n AVG(\\\"Informational\\\") AS avg_response\\nFROM \\\"m6\\\"\\nGROUP BY \\\"TrafficType\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"TrafficType\", \"support\", \"avg_response\"], \"rows\": [{\"TrafficType\": \"2\", \"support\": 3913, \"avg_response\": 0.7393304370048556}, {\"TrafficType\": \"1\", \"support\": 2451, \"avg_response\": 0.37576499388004897}, {\"TrafficType\": \"3\", \"support\": 2052, \"avg_response\": 0.3001949317738791}, {\"TrafficType\": \"4\", \"support\": 1069, \"avg_response\": 0.49859681945743684}, {\"TrafficType\": \"13\", \"support\": 738, \"avg_response\": 0.3712737127371274}, {\"TrafficType\": \"10\", \"support\": 450, \"avg_response\": 0.5266666666666666}, {\"TrafficType\": \"6\", \"support\": 444, \"avg_response\": 0.4527027027027027}, {\"TrafficType\": \"8\", \"support\": 343, \"avg_response\": 0.49854227405247814}, {\"TrafficType\": \"5\", \"support\": 260, \"avg_response\": 0.47307692307692306}, {\"TrafficType\": \"11\", \"support\": 247, \"avg_response\": 0.3724696356275304}, {\"TrafficType\": \"20\", \"support\": 198, \"avg_response\": 0.30808080808080807}, {\"TrafficType\": \"9\", \"support\": 42, \"avg_response\": 0.3333333333333333}, {\"TrafficType\": \"7\", \"support\": 40, \"avg_response\": 0.525}, {\"TrafficType\": \"15\", \"support\": 38, \"avg_response\": 0.42105263157894735}, {\"TrafficType\": \"19\", \"support\": 17, \"avg_response\": 0.29411764705882354}, {\"TrafficType\": \"14\", \"support\": 13, \"avg_response\": 2.1538461538461537}, {\"TrafficType\": \"18\", \"support\": 10, \"avg_response\": 0.3}], \"row_count_returned\": 17, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6dcfd45bec0c1632bfddf57f4401b71d551a130b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:30.098984+00:00", + "ended_at": "2026-05-04T07:38:30.111737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_fead4bed7b341530", + "problem_id": "v2p_m6_34f828d74251bdb4", + "dataset_id": "m6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=Informational, key_col=TrafficType.", + "bindings": { + "key_col": "TrafficType", + "measure_col": "Informational", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_fead4bed7b341530.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_fead4bed7b341530/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acfa17eb89b411038cbb2ad7803804b5e5e02b87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "1", "support": 4780, "support_share": 0.38767234387672345, "support_rank": 1}, {"value_label": "3", "support": 2403, "support_share": 0.1948905109489051, "support_rank": 2}, {"value_label": "4", "support": 1182, "support_share": 0.09586374695863747, "support_rank": 3}, {"value_label": "2", "support": 1136, "support_share": 0.09213300892133008, "support_rank": 4}, {"value_label": "6", "support": 805, "support_share": 0.06528791565287916, "support_rank": 5}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bce3e981507437da1b1962dc479b536af13c125f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_ff3e139a48c76481 +-- problem_id: v2p_m6_fc39e5e9e0d8ddf5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ca50177cc6f3498c6989b6abc23970e20f1db01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: m6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_m6_ff3e139a48c76481\n-- problem_id: v2p_m6_fc39e5e9e0d8ddf5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"Region\" AS value_label, COUNT(*) AS support\n FROM \"m6\"\n GROUP BY \"Region\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: m6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_m6_ff3e139a48c76481\\n-- problem_id: v2p_m6_fc39e5e9e0d8ddf5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"Region\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"m6\\\"\\n GROUP BY \\\"Region\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"1\", \"support\": 4780, \"support_share\": 0.38767234387672345, \"support_rank\": 1}, {\"value_label\": \"3\", \"support\": 2403, \"support_share\": 0.1948905109489051, \"support_rank\": 2}, {\"value_label\": \"4\", \"support\": 1182, \"support_share\": 0.09586374695863747, \"support_rank\": 3}, {\"value_label\": \"2\", \"support\": 1136, \"support_share\": 0.09213300892133008, \"support_rank\": 4}, {\"value_label\": \"6\", \"support\": 805, \"support_share\": 0.06528791565287916, \"support_rank\": 5}, {\"value_label\": \"7\", \"support\": 761, \"support_share\": 0.06171938361719383, \"support_rank\": 6}, {\"value_label\": \"9\", \"support\": 511, \"support_share\": 0.04144363341443633, \"support_rank\": 7}, {\"value_label\": \"8\", \"support\": 434, \"support_share\": 0.03519870235198702, \"support_rank\": 8}, {\"value_label\": \"5\", \"support\": 318, \"support_share\": 0.02579075425790754, \"support_rank\": 9}], \"row_count_returned\": 9, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dd30522e0a18a0fad693724bc7020cd9c648c1c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "m6", + "started_at": "2026-05-04T07:38:29.503823+00:00", + "ended_at": "2026-05-04T07:38:29.513372+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_m6_ff3e139a48c76481", + "problem_id": "v2p_m6_fc39e5e9e0d8ddf5", + "dataset_id": "m6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=Region.", + "bindings": { + "group_col": "Region" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\m6\\sql\\v2q_m6_ff3e139a48c76481.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/artifacts/v2q_m6_ff3e139a48c76481/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00387f4822336c98.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00387f4822336c98.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d946d4c66a3671623496219f79ce9d69d8fcdeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00387f4822336c98.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_00387f4822336c98 +-- problem_id: v2p_m6_8958f4b0003d68a4 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00712f82d7f231ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00712f82d7f231ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..a9973ed25b24703a4dbed9e1cbe7d850e2435707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_00712f82d7f231ce.sql @@ -0,0 +1,51 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_00712f82d7f231ce +-- problem_id: v2p_m6_70576dcb6f8169d6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "VisitorType", + CAST("PageValues" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "PageValues" IS NOT NULL +), +"grouped" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure_value" + END) AS "median_measure", + COUNT("measure_value") AS "n", + SUM("measure_value") AS "sum_x", + SUM("measure_value" * "measure_value") AS "sum_x2" + FROM "ranked" + GROUP BY "OperatingSystems", "VisitorType" +) +SELECT + "OperatingSystems", + "VisitorType", + "median_measure", + CASE + WHEN "n" > 1 THEN SQRT(("sum_x2" - ("sum_x" * "sum_x") / "n") / "n") + ELSE NULL + END AS "measure_stddev" +FROM "grouped" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_009952ac72018b27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_009952ac72018b27.sql new file mode 100644 index 0000000000000000000000000000000000000000..55eb12e0f4ce0a17c9afc0f7e635f85f2d0d65a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_009952ac72018b27.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_009952ac72018b27 +-- problem_id: v2p_m6_3e09ed76c5b4ce70 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "ProductRelated_Duration", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_028457a7e924d3fd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_028457a7e924d3fd.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae9379175727e473686bfecfef4f4a54f1a08de2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_028457a7e924d3fd.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_028457a7e924d3fd +-- problem_id: v2p_m6_55977cc2e6bba270 +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "OperatingSystems", + "Browser", + CAST("ProductRelated_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Browser" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "OperatingSystems", + "Browser", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Browser" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Browser" + ) AS "cnt" + FROM "typed" +), +"medians" AS ( + SELECT + "OperatingSystems", + "Browser", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Browser" +), +"stats" AS ( + SELECT + "OperatingSystems", + "Browser", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "OperatingSystems", "Browser" +) +SELECT + "medians"."OperatingSystems", + "medians"."Browser", + "medians"."median_measure", + "stats"."measure_stddev" +FROM "medians" +JOIN "stats" + ON "medians"."OperatingSystems" = "stats"."OperatingSystems" + AND "medians"."Browser" = "stats"."Browser" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0317b333b6951106.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0317b333b6951106.sql new file mode 100644 index 0000000000000000000000000000000000000000..e48fd32a6cc296e39e426b5218c12e64ac89b72d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0317b333b6951106.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_0317b333b6951106 +-- problem_id: v2p_m6_ac6c40c3b6be6cb6 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_04be1e1e0742311f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_04be1e1e0742311f.sql new file mode 100644 index 0000000000000000000000000000000000000000..f7657757848e7699f79379fd1024403ae7f88832 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_04be1e1e0742311f.sql @@ -0,0 +1,33 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_04be1e1e0742311f +-- problem_id: v2p_m6_a1ac709f557a5851 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "TrafficType" IS NOT NULL +) +SELECT + "Weekend", + MIN("measure_value") AS "percentile_measure" +FROM "ranked" +WHERE "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) +GROUP BY "Weekend" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_087e6fe4108103d1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_087e6fe4108103d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..15285343a77372fca6e633bfcd3d067baea00352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_087e6fe4108103d1.sql @@ -0,0 +1,63 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_087e6fe4108103d1 +-- problem_id: v2p_m6_4471aff1ccd8706b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region_value", + ROW_NUMBER() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Region" IS NOT NULL +), +"target_rows" AS ( + SELECT + "VisitorType", + "Region_value", + "cnt", + (("cnt" - 1) * 0.95) + 1 AS "target_pos", + CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) AS "lower_rn", + CASE + WHEN ((("cnt" - 1) * 0.95) + 1) = CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + THEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + ELSE CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"percentile_bounds" AS ( + SELECT + t."VisitorType", + MAX(CASE WHEN r."rn" = t."lower_rn" THEN r."Region_value" END) AS "lower_value", + MAX(CASE WHEN r."rn" = t."upper_rn" THEN r."Region_value" END) AS "upper_value", + MAX(t."target_pos") AS "target_pos", + MAX(t."lower_rn") AS "lower_rn" + FROM "target_rows" t + JOIN "ranked" r + ON r."VisitorType" = t."VisitorType" + GROUP BY t."VisitorType" +) +SELECT + "VisitorType", + CASE + WHEN "lower_value" IS NULL THEN NULL + WHEN "upper_value" IS NULL OR "lower_rn" = "target_pos" THEN "lower_value" + ELSE "lower_value" + ("target_pos" - "lower_rn") * ("upper_value" - "lower_value") + END AS "percentile_measure" +FROM "percentile_bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf24912f236b196d17a65c754f2a8e6983d04117 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_08c8fe3766ab5b10.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_08c8fe3766ab5b10 +-- problem_id: v2p_m6_3c9bafd4ba338709 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a09a7b661661c44.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a09a7b661661c44.sql new file mode 100644 index 0000000000000000000000000000000000000000..e86bcff9ef86701bcce9901753c43c0efd51fdc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a09a7b661661c44.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_0a09a7b661661c44 +-- problem_id: v2p_m6_86ed561b27e94e92 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "Region", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Region" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Region" + ) AS "cnt" + FROM "m6" +), +"median_by_group" AS ( + SELECT + "OperatingSystems", + "Region", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Region" +), +"stddev_by_group" AS ( + SELECT + "OperatingSystems", + "Region", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST("BounceRates" AS REAL) * CAST("BounceRates" AS REAL)) - AVG(CAST("BounceRates" AS REAL)) * AVG(CAST("BounceRates" AS REAL))) + ELSE 0.0 + END AS "measure_stddev" + FROM "m6" + GROUP BY "OperatingSystems", "Region" +) +SELECT + m."OperatingSystems", + m."Region", + m."median_measure", + s."measure_stddev" +FROM "median_by_group" AS m +JOIN "stddev_by_group" AS s + ON m."OperatingSystems" = s."OperatingSystems" + AND m."Region" = s."Region" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a52bc6f0539e87e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a52bc6f0539e87e.sql new file mode 100644 index 0000000000000000000000000000000000000000..80aa6bee171010ae335c91ddc2a95466a5cf91b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a52bc6f0539e87e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_0a52bc6f0539e87e +-- problem_id: v2p_m6_fcdd84111a61ecc1 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a9a72202e33e5ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a9a72202e33e5ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..d4dec81f18adada47898bc6d2401c804307f3d99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0a9a72202e33e5ae.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_0a9a72202e33e5ae +-- problem_id: v2p_m6_e936bd3885b486af +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Month" +HAVING SUM(CAST("Region" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0b21f44582a2d198.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0b21f44582a2d198.sql new file mode 100644 index 0000000000000000000000000000000000000000..e538d17836820e37d345a97e8e8ab82ebe342c92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0b21f44582a2d198.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_0b21f44582a2d198 +-- problem_id: v2p_m6_97f9df93508aa1b2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0d3d696f0a13ba0a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0d3d696f0a13ba0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..2cd005e3a2524ab1fba41361c0da9991b65a002c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0d3d696f0a13ba0a.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_0d3d696f0a13ba0a +-- problem_id: v2p_m6_db23705638a46779 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational" AS "group_col", + CAST("Informational" AS REAL) AS "measure_col", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "group_col", + "measure_col", + "cnt", + ((9 * "cnt") / 10) + CASE WHEN (9 * "cnt") % 10 = 0 THEN 0 ELSE 1 END AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "group_col" AS "Informational", + "measure_col" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0e2db3556f367a01.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0e2db3556f367a01.sql new file mode 100644 index 0000000000000000000000000000000000000000..251d521cee4ad92f0882453e53eb447d585c21b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0e2db3556f367a01.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_0e2db3556f367a01 +-- problem_id: v2p_m6_fd80e72c689b2e51 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Revenue" +HAVING SUM(CAST("PageValues" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae93171d6eff8126fb554138a27f6c32d1a3ad14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_0ff593d0dd8ce383.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_0ff593d0dd8ce383 +-- problem_id: v2p_m6_0369332a6f6a2f02 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_11312909f3ca1efe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_11312909f3ca1efe.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d5482c1933a921709a8e08b30cc4c7b7ce6d395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_11312909f3ca1efe.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_11312909f3ca1efe +-- problem_id: v2p_m6_91afc2d2ea43bdd7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Region", + CAST("Administrative" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Region" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Region" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' +), +"medians" AS ( + SELECT + "Month", + "Region", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Region" +), +"stddevs" AS ( + SELECT + "Month", + "Region", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG(CAST("Administrative" AS REAL) * CAST("Administrative" AS REAL)) - AVG(CAST("Administrative" AS REAL)) * AVG(CAST("Administrative" AS REAL))) + ELSE 0.0 + END AS "measure_stddev" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' + GROUP BY "Month", "Region" +) +SELECT + "medians"."Month", + "medians"."Region", + "medians"."median_measure", + "stddevs"."measure_stddev" +FROM "medians" +JOIN "stddevs" + ON "medians"."Month" = "stddevs"."Month" + AND "medians"."Region" = "stddevs"."Region" +ORDER BY "medians"."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_147e312cf9d55620.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_147e312cf9d55620.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bea038bb4f909bdaf23a25ac9161866426b6bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_147e312cf9d55620.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_147e312cf9d55620 +-- problem_id: v2p_m6_88580ebb1526b11b +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Weekend", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' + AND "Weekend" IS NOT NULL + AND "Administrative" IS NOT NULL +), "ranked" AS ( + SELECT + "Weekend", + "Administrative", + ROW_NUMBER() OVER (PARTITION BY "Weekend" ORDER BY "Administrative") AS "rn", + COUNT(*) OVER (PARTITION BY "Weekend") AS "cnt" + FROM "filtered" +) +SELECT + "Weekend", + MAX("Administrative") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.95 * "cnt") +GROUP BY "Weekend" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_14e84963f4d34ba1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_14e84963f4d34ba1.sql new file mode 100644 index 0000000000000000000000000000000000000000..e114231cd5de7d5753949fe0b6c9c632218efb14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_14e84963f4d34ba1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_14e84963f4d34ba1 +-- problem_id: v2p_m6_065530193599e4be +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Revenue" +HAVING SUM(CAST("PageValues" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1593a586413479af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1593a586413479af.sql new file mode 100644 index 0000000000000000000000000000000000000000..6c85712911853b9406832f72c83a338d7ecfa3be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1593a586413479af.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_1593a586413479af +-- problem_id: v2p_m6_e493c5f147a953a0 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Weekend", + CAST("TrafficType" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY CAST("TrafficType" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "m6" + WHERE "Weekend" IS NOT NULL + AND "TrafficType" IS NOT NULL +), +"thresholded" AS ( + SELECT + "Weekend", + "measure_value", + "rn", + CAST((0.9 * "cnt") AS INTEGER) + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END AS "target_rn" + FROM "ranked" +) +SELECT + "Weekend", + MIN("measure_value") AS "percentile_measure" +FROM "thresholded" +WHERE "rn" >= "target_rn" +GROUP BY "Weekend" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_178a3380b2a112b1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_178a3380b2a112b1.sql new file mode 100644 index 0000000000000000000000000000000000000000..29a343dd40f4e4560c28fd24e431f532bd8c6237 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_178a3380b2a112b1.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_178a3380b2a112b1 +-- problem_id: v2p_m6_b75fb84ddb04d707 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_17d799ba2e153258.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_17d799ba2e153258.sql new file mode 100644 index 0000000000000000000000000000000000000000..3465c4fd587a3260e5aa20a7fe5bb9dd822f373a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_17d799ba2e153258.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_17d799ba2e153258 +-- problem_id: v2p_m6_b014464b563ef70a +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "Month", + "Weekend", + CAST("Informational_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL + AND TRIM("Informational_Duration") <> '' +), +"ranked" AS ( + SELECT + "Month", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Weekend" + ) AS "cnt" + FROM "typed" +), +"median_cte" AS ( + SELECT + "Month", + "Weekend", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Weekend" +), +"stddev_cte" AS ( + SELECT + "Month", + "Weekend", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "Month", "Weekend" +) +SELECT + m."Month", + m."Weekend", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."Month" = s."Month" + AND m."Weekend" = s."Weekend" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_193028c57279b6a1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_193028c57279b6a1.sql new file mode 100644 index 0000000000000000000000000000000000000000..7e3044024eb7e78512253d8a44cad5a64c96313c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_193028c57279b6a1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_193028c57279b6a1 +-- problem_id: v2p_m6_cdbc04f384edba3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_197bcfd76a92d4d0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_197bcfd76a92d4d0.sql new file mode 100644 index 0000000000000000000000000000000000000000..7adec0c2939aa14749ef6dac90662f6378da07e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_197bcfd76a92d4d0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_197bcfd76a92d4d0 +-- problem_id: v2p_m6_85b71d5c3a07d2d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Informational_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b3ddc412d40fade.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b3ddc412d40fade.sql new file mode 100644 index 0000000000000000000000000000000000000000..c74228bb4dbd404be90fb94106b35497cb1da259 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b3ddc412d40fade.sql @@ -0,0 +1,50 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_1b3ddc412d40fade +-- problem_id: v2p_m6_eccd60c878bca313 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "TrafficType", + CAST("ExitRates" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "TrafficType" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "TrafficType" + ) AS "cnt" + FROM "m6" + WHERE "ExitRates" IS NOT NULL +), +"summary" AS ( + SELECT + "OperatingSystems", + "TrafficType", + AVG(CASE WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "measure" END) AS "median_measure", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev", + COUNT(*) AS "group_size" + FROM "ranked" + GROUP BY "OperatingSystems", "TrafficType" +) +SELECT + "OperatingSystems", + "TrafficType", + "median_measure", + "measure_stddev" +FROM "summary" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b4ed5ad21bb1fab.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b4ed5ad21bb1fab.sql new file mode 100644 index 0000000000000000000000000000000000000000..779c8df9ebf14aa03880ac48089ccc775f3893d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_1b4ed5ad21bb1fab.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_1b4ed5ad21bb1fab +-- problem_id: v2p_m6_af87298b28a2d8a6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Region" +HAVING SUM(CAST("Administrative_Duration" AS REAL)) > 56.4 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_201082669a2ff6ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_201082669a2ff6ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9716b1d1f75f625aa14d4c85efe3a2df39a251c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_201082669a2ff6ef.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_201082669a2ff6ef +-- problem_id: v2p_m6_30e717179762d3e1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20323614aba6894c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20323614aba6894c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e99522210d07f328b0aa60cf32fe476489ff486 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20323614aba6894c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_20323614aba6894c +-- problem_id: v2p_m6_36c9cb87111f5e40 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "BounceRates", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20dd92299942c7a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20dd92299942c7a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..b539aaeee56f1f628008b3ec684c500341f6ac29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_20dd92299942c7a8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_20dd92299942c7a8 +-- problem_id: v2p_m6_8af40284ffbeda6f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_21c66b732dfca206.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_21c66b732dfca206.sql new file mode 100644 index 0000000000000000000000000000000000000000..c136c2af20f950cd9f01f97ee32bedee01da087f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_21c66b732dfca206.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_21c66b732dfca206 +-- problem_id: v2p_m6_b1ec6c0e011850d6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql new file mode 100644 index 0000000000000000000000000000000000000000..e9a8262f162cfc34e77d9e722087bc691e41af3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_22b963b2f693ee0e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_22b963b2f693ee0e +-- problem_id: v2p_m6_494a1b30d6a30dcd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_236a75dc346a703b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_236a75dc346a703b.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5932495e9be98d54a3a57aed53ac913787d33d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_236a75dc346a703b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_236a75dc346a703b +-- problem_id: v2p_m6_e4cc323eb87b0415 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Administrative" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_246c63d0a33ae994.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_246c63d0a33ae994.sql new file mode 100644 index 0000000000000000000000000000000000000000..920f12cb588a51fca59367779b41fd2889369377 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_246c63d0a33ae994.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_246c63d0a33ae994 +-- problem_id: v2p_m6_99c8a15e77572037 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "OperatingSystems" +HAVING SUM(CAST("TrafficType" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_251518b0bb808c51.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_251518b0bb808c51.sql new file mode 100644 index 0000000000000000000000000000000000000000..6200b671760fe64ec1029e20ec13e324f0c43cf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_251518b0bb808c51.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_251518b0bb808c51 +-- problem_id: v2p_m6_ac126a2fc6b74aec +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "OperatingSystems" = '1' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Browser" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2537e7c1ae277c32.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2537e7c1ae277c32.sql new file mode 100644 index 0000000000000000000000000000000000000000..e447d950597e2525a382c0dccf12f635e050baca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2537e7c1ae277c32.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_2537e7c1ae277c32 +-- problem_id: v2p_m6_ecbb46c4fddfe9eb +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("ExitRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_26b9809d672410d9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_26b9809d672410d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a65aab923f61b0be7651ab288faa60eae607b10b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_26b9809d672410d9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_26b9809d672410d9 +-- problem_id: v2p_m6_5f7deb0240e06e3d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "OperatingSystems" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "OperatingSystems" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_27a17c7102dd9cd2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_27a17c7102dd9cd2.sql new file mode 100644 index 0000000000000000000000000000000000000000..7c4247794f3d8e60f1e5179c9f939115400f3ca6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_27a17c7102dd9cd2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_27a17c7102dd9cd2 +-- problem_id: v2p_m6_c883cee3f8962812 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Month", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "Administrative", "Month" +ORDER BY row_count DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_288bed2539e30e8d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_288bed2539e30e8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..69144e4569a530490a950db78fd6e6789c1b5a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_288bed2539e30e8d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_288bed2539e30e8d +-- problem_id: v2p_m6_9584ab561168408e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2938a8ebae42c790.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2938a8ebae42c790.sql new file mode 100644 index 0000000000000000000000000000000000000000..2ddf069525c56cc23c9ec4413b16a5854a52721d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2938a8ebae42c790.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_2938a8ebae42c790 +-- problem_id: v2p_m6_cf883d0685f0b153 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2a1a0da05e42c17f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2a1a0da05e42c17f.sql new file mode 100644 index 0000000000000000000000000000000000000000..d20cdc4224a6dac636d22df5367b1b8ec0098a5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2a1a0da05e42c17f.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2a1a0da05e42c17f +-- problem_id: v2p_m6_eb7ee206bfa4116d +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "Browser", + "measure_value", + "cnt", + CAST((0.9 * "cnt") + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Browser", + MIN("measure_value") AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" >= "target_rn" +GROUP BY "Browser" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2b56a480a03a47de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2b56a480a03a47de.sql new file mode 100644 index 0000000000000000000000000000000000000000..e60eb1db98c2ff5b612c09bf950194260218ec3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2b56a480a03a47de.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_2b56a480a03a47de +-- problem_id: v2p_m6_15037e0cf856d1fd +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", AVG(CAST("OperatingSystems" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Administrative" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e2f56dbab4db7eb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e2f56dbab4db7eb.sql new file mode 100644 index 0000000000000000000000000000000000000000..71973a16503ff2d94cd2e3877f9702fda405563c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e2f56dbab4db7eb.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_2e2f56dbab4db7eb +-- problem_id: v2p_m6_0c9985fcbcd47ac7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("OperatingSystems" AS REAL) AS "OperatingSystems" + FROM "m6" + WHERE "Weekend" = 'TRUE' + AND "Browser" IS NOT NULL + AND "OperatingSystems" IS NOT NULL +), +"ranked" AS ( + SELECT + "Browser", + "OperatingSystems", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "OperatingSystems" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + MIN("OperatingSystems") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(("cnt" * 0.9) + 0.999999 AS INT) +GROUP BY "Browser" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e762f694a5ca8a3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e762f694a5ca8a3.sql new file mode 100644 index 0000000000000000000000000000000000000000..e660306083497dfe0db8124bf890e057b75aacca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2e762f694a5ca8a3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_2e762f694a5ca8a3 +-- problem_id: v2p_m6_eaf6485f02756f54 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational" AS REAL) >= 0.0 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2f9904a4f7bfbbc5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2f9904a4f7bfbbc5.sql new file mode 100644 index 0000000000000000000000000000000000000000..5790fb1b557f95dd5425de4abfa8f1764d562619 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2f9904a4f7bfbbc5.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_2f9904a4f7bfbbc5 +-- problem_id: v2p_m6_01badc41caa807c4 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND TRIM("Administrative") <> '' +), +"picked" AS ( + SELECT + "Revenue", + "measure", + "rn", + CAST((0.9 * "cnt") + 0.999999 AS INT) AS "target_rn" + FROM "ranked" +) +SELECT + "Revenue", + "measure" AS "percentile_measure" +FROM "picked" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2ff98092285eae8c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2ff98092285eae8c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f763b56333b66c939b55e03611f91b3d79da007e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_2ff98092285eae8c.sql @@ -0,0 +1,60 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_2ff98092285eae8c +-- problem_id: v2p_m6_467c8f5ab8d117f2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + "VisitorType", + CAST("PageValues" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ORDER BY CAST("PageValues" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "VisitorType" + ) AS "cnt" + FROM "m6" + WHERE "PageValues" IS NOT NULL +), +"medians" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "VisitorType" +), +"stats" AS ( + SELECT + "OperatingSystems", + "VisitorType", + AVG(CAST("PageValues" AS REAL)) AS "mean_value", + AVG(CAST("PageValues" AS REAL) * CAST("PageValues" AS REAL)) AS "mean_square" + FROM "m6" + WHERE "PageValues" IS NOT NULL + GROUP BY "OperatingSystems", "VisitorType" +) +SELECT + "medians"."OperatingSystems", + "medians"."VisitorType", + "medians"."median_measure", + CASE + WHEN "stats"."mean_square" - ("stats"."mean_value" * "stats"."mean_value") < 0 THEN 0.0 + ELSE sqrt("stats"."mean_square" - ("stats"."mean_value" * "stats"."mean_value")) + END AS "measure_stddev" +FROM "medians" +JOIN "stats" + ON "medians"."OperatingSystems" = "stats"."OperatingSystems" + AND "medians"."VisitorType" = "stats"."VisitorType" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_305eebbd18f43a7c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_305eebbd18f43a7c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ca50557873d813d30c7ba41c239da7237e8d436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_305eebbd18f43a7c.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_305eebbd18f43a7c +-- problem_id: v2p_m6_2c79837fafd4565f +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative" AS "group_col", + CAST("Administrative_Duration" AS REAL) AS "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"targets" AS ( + SELECT + "group_col", + "measure", + "rn", + CAST((0.95 * "cnt") + 0.999999999 AS INT) AS "target_rn" + FROM "ranked" +) +SELECT + "group_col" AS "Administrative", + "measure" AS "percentile_measure" +FROM "targets" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30b8f4ce048154d9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30b8f4ce048154d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..54ccf8f541160df8396f62a7a6a98063833bf9c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30b8f4ce048154d9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_30b8f4ce048154d9 +-- problem_id: v2p_m6_57cddee4ba005cf9 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "Administrative", + SUM(CAST("Region" AS REAL)) AS total_measure, + SUM(CAST("Region" AS REAL)) * 100.0 / SUM(SUM(CAST("Region" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30d39f330f9ef333.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30d39f330f9ef333.sql new file mode 100644 index 0000000000000000000000000000000000000000..c3166172d806e473cd8f7f2d6dbae8662321eec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_30d39f330f9ef333.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_30d39f330f9ef333 +-- problem_id: v2p_m6_304c2ae1e47a9cd0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_31ae5d7b1a769329.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_31ae5d7b1a769329.sql new file mode 100644 index 0000000000000000000000000000000000000000..4d15d193ea270cfb8ed274e50f9f13b6bfa8edd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_31ae5d7b1a769329.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_31ae5d7b1a769329 +-- problem_id: v2p_m6_34edec56fd8d848a +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", COUNT(*) AS row_count +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3327645704fe32f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3327645704fe32f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..0fdb655576ee04bb9870e9021319c88a33506f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3327645704fe32f3.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_3327645704fe32f3 +-- problem_id: v2p_m6_5b51d5c0d78292d1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Revenue" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Revenue" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3328dc688ac4e864.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3328dc688ac4e864.sql new file mode 100644 index 0000000000000000000000000000000000000000..9a1194b12606e1eb08e70777786fba5805bfcbb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3328dc688ac4e864.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_3328dc688ac4e864 +-- problem_id: v2p_m6_aa92909a9ea95f4c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" +), +"target" AS ( + SELECT + "Month", + MIN("rn") AS "target_rn" + FROM "ranked" + WHERE "rn" >= 0.9 * "cnt" + GROUP BY "Month" +) +SELECT + r."Month", + r."measure_value" AS "percentile_measure" +FROM "ranked" AS r +JOIN "target" AS t + ON r."Month" = t."Month" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_34c29a853c966785.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_34c29a853c966785.sql new file mode 100644 index 0000000000000000000000000000000000000000..5d09a50ffcf147851552dd45d3f6c422ef05242c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_34c29a853c966785.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_34c29a853c966785 +-- problem_id: v2p_m6_5c821a4c0d82604d +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Month" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Month" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3636478e48d80a77.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3636478e48d80a77.sql new file mode 100644 index 0000000000000000000000000000000000000000..14bf9d3b395a41305154641eaf6d9b15f4bfa78d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3636478e48d80a77.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_3636478e48d80a77 +-- problem_id: v2p_m6_64e2a851848089fc +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_36515cbdb32410ca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_36515cbdb32410ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..d86b88409eddd436ac802538686bdad39db17d72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_36515cbdb32410ca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_36515cbdb32410ca +-- problem_id: v2p_m6_15fcd4b69767cf89 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3697b7a18532f6be.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3697b7a18532f6be.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b2364895d946984098a46807c2bea18fcef64b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3697b7a18532f6be.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_3697b7a18532f6be +-- problem_id: v2p_m6_51e1b20b19e71494 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_37243bd43b885ebb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_37243bd43b885ebb.sql new file mode 100644 index 0000000000000000000000000000000000000000..31fdea48f72c5fcd3b1814452a41414357299094 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_37243bd43b885ebb.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_37243bd43b885ebb +-- problem_id: v2p_m6_7d0e908af9c0b258 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "exit_rate", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" +), +"target_rows" AS ( + SELECT + "Region", + "exit_rate", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Region", + "exit_rate" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3743977eff115c68.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3743977eff115c68.sql new file mode 100644 index 0000000000000000000000000000000000000000..8c8d694b6b461ff288ef5d89a4d1c0e54a94117f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3743977eff115c68.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_3743977eff115c68 +-- problem_id: v2p_m6_8584123e3bbafab1 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Revenue", + CAST("Administrative_Duration" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'FALSE' + AND "Administrative_Duration" IS NOT NULL +), +"ranked" AS ( + SELECT + "Revenue", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Revenue" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Revenue", + MAX("measure_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +GROUP BY "Revenue" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_375084e33665fffb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_375084e33665fffb.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1e478aea86619aac78b664c97d67e00360dcb76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_375084e33665fffb.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_375084e33665fffb +-- problem_id: v2p_m6_33601f9f46e5b513 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_381d14f7012bbae5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_381d14f7012bbae5.sql new file mode 100644 index 0000000000000000000000000000000000000000..8193ee2dd984fa28b9411207b59c35057770285c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_381d14f7012bbae5.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_381d14f7012bbae5 +-- problem_id: v2p_m6_7d41ce7ab0fbde34 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Informational_Duration", + NTILE(10) OVER (ORDER BY CAST("Informational_Duration" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Informational_Duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Informational_Duration" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_38bce5545a5f0054.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_38bce5545a5f0054.sql new file mode 100644 index 0000000000000000000000000000000000000000..033c8b4a8666b0c50a78ff11bd4b4c4216ed6277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_38bce5545a5f0054.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_38bce5545a5f0054 +-- problem_id: v2p_m6_fcd52682700db988 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "OperatingSystems", + "measure_value" + FROM "ranked" + WHERE "rn" = ( + CAST((0.9 * "cnt") AS INTEGER) + + CASE + WHEN (0.9 * "cnt") > CAST((0.9 * "cnt") AS INTEGER) THEN 1 + ELSE 0 + END + ) +) +SELECT + "OperatingSystems", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_396164543d2b578d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_396164543d2b578d.sql new file mode 100644 index 0000000000000000000000000000000000000000..881e32db1391c284161344423ed634deea59a247 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_396164543d2b578d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_396164543d2b578d +-- problem_id: v2p_m6_158151450b9d6031 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("TrafficType" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "OperatingSystems" +HAVING SUM(CAST("TrafficType" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_39cd75aed4402e4c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_39cd75aed4402e4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d8fc9771d00740e633d8c253c49c1a5f08784b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_39cd75aed4402e4c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_39cd75aed4402e4c +-- problem_id: v2p_m6_3f1667834933181d +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "VisitorType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3d5bed48236f1248.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3d5bed48236f1248.sql new file mode 100644 index 0000000000000000000000000000000000000000..34939b79c57796a837e51596dc2e343c3e579d05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3d5bed48236f1248.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_3d5bed48236f1248 +-- problem_id: v2p_m6_bf4cc5eda5568323 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Informational", + CAST("Informational_Duration" AS REAL) AS "measure_value" + FROM "m6" + WHERE "SpecialDay" = '0' +), +"ranked" AS ( + SELECT + "Informational", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Informational", + "measure_value" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3dc2d117a1ea22de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3dc2d117a1ea22de.sql new file mode 100644 index 0000000000000000000000000000000000000000..ccccb15a60c14a49586c26f0ae0662690ada5c6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3dc2d117a1ea22de.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_3dc2d117a1ea22de +-- problem_id: v2p_m6_79f39dae272d7047 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "TrafficType" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3fe756452bbfbbbc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3fe756452bbfbbbc.sql new file mode 100644 index 0000000000000000000000000000000000000000..52b023b9923a993f839dddc815c88e70f97d69f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_3fe756452bbfbbbc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_3fe756452bbfbbbc +-- problem_id: v2p_m6_e41b4de69e646f60 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", "ProductRelated_Duration", + SUM(CAST("Informational" AS REAL)) AS total_measure, + SUM(CAST("Informational" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational" AS REAL))) OVER (PARTITION BY "VisitorType") AS share_within_group +FROM "m6" +GROUP BY "VisitorType", "ProductRelated_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_42e96156a8d4daf2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_42e96156a8d4daf2.sql new file mode 100644 index 0000000000000000000000000000000000000000..80374a130f7c84719514abbce3c922e048860f54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_42e96156a8d4daf2.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_42e96156a8d4daf2 +-- problem_id: v2p_m6_86f778a14a3db8e2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Region", + CAST("Browser" AS REAL) AS "browser_value" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Region" IS NOT NULL + AND "Browser" IS NOT NULL +), +"ranked" AS ( + SELECT + "Region", + "browser_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY "browser_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Region", + MIN("browser_value") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CEIL(0.9 * "cnt") +GROUP BY "Region" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_452d2ea24e553ef5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_452d2ea24e553ef5.sql new file mode 100644 index 0000000000000000000000000000000000000000..4fb8feecfbe61d218ebf47d799dfb954bee3552b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_452d2ea24e553ef5.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_452d2ea24e553ef5 +-- problem_id: v2p_m6_2683d5a76d9bdfb2 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("PageValues" AS REAL) AS "PageValues" + FROM "m6" + WHERE "OperatingSystems" = '2' + AND "PageValues" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "PageValues", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "PageValues") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +) +SELECT + "Month", + MAX("PageValues") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST(0.95 * "cnt" AS INT) + CASE WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 ELSE 0 END +GROUP BY "Month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_45571621f333b4c8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_45571621f333b4c8.sql new file mode 100644 index 0000000000000000000000000000000000000000..87f783cc32a0d63f53b2826a46cc158c64e1d915 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_45571621f333b4c8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_45571621f333b4c8 +-- problem_id: v2p_m6_daac9cfee29cabf6 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_464a1cd36f37fda4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_464a1cd36f37fda4.sql new file mode 100644 index 0000000000000000000000000000000000000000..aaa928535526800df7deaa227e50166056df9ed7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_464a1cd36f37fda4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_464a1cd36f37fda4 +-- problem_id: v2p_m6_454eba373c191cca +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "PageValues", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4b920180ef0437db.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4b920180ef0437db.sql new file mode 100644 index 0000000000000000000000000000000000000000..38df1b9fa8f9523fcf2412b98c59571deb425b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4b920180ef0437db.sql @@ -0,0 +1,36 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_4b920180ef0437db +-- problem_id: v2p_m6_578da19d24829384 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL +) +SELECT + "SpecialDay", + MIN(CASE + WHEN "rn" >= CAST((0.95 * "cnt") + 0.999999 AS INTEGER) + THEN "measure_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "SpecialDay" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql new file mode 100644 index 0000000000000000000000000000000000000000..d5e5e57b1d7c224c6e0480986434b6df7fbcb720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4c2830dcf60b7312.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_4c2830dcf60b7312 +-- problem_id: v2p_m6_ae38e49528f53cbe +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4caf65683d76240b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4caf65683d76240b.sql new file mode 100644 index 0000000000000000000000000000000000000000..888c763fc10bf1c14a34144c82156ca10fa32155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4caf65683d76240b.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_4caf65683d76240b +-- problem_id: v2p_m6_51a120766efcdd48 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "SpecialDay" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "SpecialDay" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4d79ce898010877b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4d79ce898010877b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f47f70ac12a86e7367a2f61a5c19e320a3cb98b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4d79ce898010877b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_4d79ce898010877b +-- problem_id: v2p_m6_6272bac49e64a8df +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2e1d32baae7458e9f0d3e61000d2a795e7e1f88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4e13e36df7a4dc5b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_4e13e36df7a4dc5b +-- problem_id: v2p_m6_462739f521a160c9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f4bbb3570f02404.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f4bbb3570f02404.sql new file mode 100644 index 0000000000000000000000000000000000000000..0a26e571b6ca718d2338f8b42403d7842213de7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f4bbb3570f02404.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_4f4bbb3570f02404 +-- problem_id: v2p_m6_98ea50ddc0288432 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f654bc81ca5d99a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f654bc81ca5d99a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8f826305a0f7d43060495d9f1f605389852e9ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_4f654bc81ca5d99a.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_4f654bc81ca5d99a +-- problem_id: v2p_m6_3a9cf89a97fee286 +-- realization_mode: agent +-- source_kind: agent +WITH "__base" AS ( + SELECT + "OperatingSystems", + "Weekend", + CAST("SpecialDay" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Weekend" IS NOT NULL + AND "SpecialDay" IS NOT NULL +), +"__ranked" AS ( + SELECT + "OperatingSystems", + "Weekend", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "cnt", + AVG("measure") OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "avg_measure", + AVG("measure" * "measure") OVER ( + PARTITION BY "OperatingSystems", "Weekend" + ) AS "avg_sq_measure" + FROM "__base" +), +"__medians" AS ( + SELECT + "OperatingSystems", + "Weekend", + AVG("measure") AS "median_measure", + MAX("cnt") AS "group_size", + MAX("avg_measure") AS "avg_measure", + MAX("avg_sq_measure") AS "avg_sq_measure" + FROM "__ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Weekend" +) +SELECT + "OperatingSystems", + "Weekend", + "median_measure", + CASE + WHEN ("avg_sq_measure" - ("avg_measure" * "avg_measure")) < 0 THEN 0 + ELSE ("avg_sq_measure" - ("avg_measure" * "avg_measure")) + END AS "measure_variance" +FROM "__medians" +WHERE "group_size" >= 5 +ORDER BY "median_measure" DESC, "OperatingSystems", "Weekend"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql new file mode 100644 index 0000000000000000000000000000000000000000..f0b8cd4c7c63c6fc6af32492d5815e50bf8a3dea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_50a3a7e96e0a5e1a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_50a3a7e96e0a5e1a +-- problem_id: v2p_m6_6fcefd55fa526c77 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_54312b1223b2066c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_54312b1223b2066c.sql new file mode 100644 index 0000000000000000000000000000000000000000..74f1033cd4cc72679a2b098c35fa475e21f0c8b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_54312b1223b2066c.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_54312b1223b2066c +-- problem_id: v2p_m6_3dec1844b18c58b8 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Revenue" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5723357daf319f03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5723357daf319f03.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad4b8b4da2833afb418da0e936c3dc2adbfd6c06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5723357daf319f03.sql @@ -0,0 +1,42 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_5723357daf319f03 +-- problem_id: v2p_m6_cd59b2b3a9379c25 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Informational" AS "group_value", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Informational" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Informational" + ) AS "cnt" + FROM "m6" + WHERE "Informational" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "group_value", + "measure_value", + "rn", + "cnt", + CAST(("cnt" * 0.95) + 0.999999 AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "group_value" AS "Informational", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_57db1c2293cb063e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_57db1c2293cb063e.sql new file mode 100644 index 0000000000000000000000000000000000000000..efecb831596bd975bd22552224274ed5a13f4748 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_57db1c2293cb063e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_57db1c2293cb063e +-- problem_id: v2p_m6_3e75d305148beea2 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "VisitorType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_582da8063ea53a69.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_582da8063ea53a69.sql new file mode 100644 index 0000000000000000000000000000000000000000..3acdce6ed5cc1d6f93cafe331c7fed67a63d13d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_582da8063ea53a69.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_582da8063ea53a69 +-- problem_id: v2p_m6_266212884a4b97a4 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5885b0387e0d50ca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5885b0387e0d50ca.sql new file mode 100644 index 0000000000000000000000000000000000000000..ce4eef6b3fb7d3aa262caff938958653d5892e58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5885b0387e0d50ca.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_5885b0387e0d50ca +-- problem_id: v2p_m6_e7ea4871ebce190e +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", + AVG(CASE WHEN "OperatingSystems" = '2' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "Browser" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5934c7c0de323274.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5934c7c0de323274.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba30d124a93c6555bb0d4b3e3f82cea5840cdd7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5934c7c0de323274.sql @@ -0,0 +1,35 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_5934c7c0de323274 +-- problem_id: v2p_m6_70ec1135fd22e171 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Month", + CAST("PageValues" AS REAL) AS "PageValues_num" + FROM "m6" + WHERE "OperatingSystems" = '1' + AND "PageValues" IS NOT NULL +), "ranked" AS ( + SELECT + "Month", + "PageValues_num", + ROW_NUMBER() OVER (PARTITION BY "Month" ORDER BY "PageValues_num") AS "rn", + COUNT(*) OVER (PARTITION BY "Month") AS "cnt" + FROM "filtered" +) +SELECT + "Month", + MAX("PageValues_num") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +GROUP BY "Month" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql new file mode 100644 index 0000000000000000000000000000000000000000..41e2b640036690ffaf91597e8a95176226cf4edb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_5fc5f95a6a90d300.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_5fc5f95a6a90d300 +-- problem_id: v2p_m6_638c174a6f5dbb20 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "TrafficType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "TrafficType" +ORDER BY support ASC, "SpecialDay", "TrafficType" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6174f50975e91fa0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6174f50975e91fa0.sql new file mode 100644 index 0000000000000000000000000000000000000000..9b7863dba5f7fbabfb7d63d56b8ff67c5082978f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6174f50975e91fa0.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_6174f50975e91fa0 +-- problem_id: v2p_m6_5cc882cdf59b4fb7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Region", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "Administrative", "Region" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6183bc7b3cc3d070.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6183bc7b3cc3d070.sql new file mode 100644 index 0000000000000000000000000000000000000000..2bf99980583cf645a8d316ed349b880d909edb80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6183bc7b3cc3d070.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_6183bc7b3cc3d070 +-- problem_id: v2p_m6_f7d9decab331d50a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "SpecialDay", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "Administrative", "SpecialDay" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65bae0cec2bed524.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65bae0cec2bed524.sql new file mode 100644 index 0000000000000000000000000000000000000000..224a4ab851a692260a59e513b379d860845ca835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65bae0cec2bed524.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_65bae0cec2bed524 +-- problem_id: v2p_m6_b090d0ebeb4275d2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65fa1cde2e58d732.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65fa1cde2e58d732.sql new file mode 100644 index 0000000000000000000000000000000000000000..f2d7f4647d41c5ec5e59bab9eafa08a8c415cbb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_65fa1cde2e58d732.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_65fa1cde2e58d732 +-- problem_id: v2p_m6_91da00cfb9d37436 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Region" AS REAL) >= 4.0 +GROUP BY "OperatingSystems" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6630de20ac70756f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6630de20ac70756f.sql new file mode 100644 index 0000000000000000000000000000000000000000..432861812d196434c47c4f4ed04923d5591663d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6630de20ac70756f.sql @@ -0,0 +1,67 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_6630de20ac70756f +-- problem_id: v2p_m6_3230bbe9861155f5 +-- realization_mode: agent +-- source_kind: agent +WITH "typed" AS ( + SELECT + "Month", + "VisitorType", + CAST("Informational" AS REAL) AS "measure" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "VisitorType" IS NOT NULL + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "VisitorType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "VisitorType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "VisitorType" + ) AS "cnt" + FROM "typed" +), +"median_calc" AS ( + SELECT + "Month", + "VisitorType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "VisitorType" +), +"stddev_calc" AS ( + SELECT + "Month", + "VisitorType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "typed" + GROUP BY "Month", "VisitorType" +) +SELECT + m."Month", + m."VisitorType", + m."median_measure", + s."measure_stddev" +FROM "median_calc" AS m +JOIN "stddev_calc" AS s + ON m."Month" = s."Month" + AND m."VisitorType" = s."VisitorType" +ORDER BY m."median_measure" DESC, m."Month", m."VisitorType"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_692f698cad0b838e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_692f698cad0b838e.sql new file mode 100644 index 0000000000000000000000000000000000000000..11922ad772c70637e9d11afcd9e50bccebc2e447 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_692f698cad0b838e.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_692f698cad0b838e +-- problem_id: v2p_m6_142d6420f2e70107 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "VisitorType", + CAST("TrafficType" AS REAL) AS "TrafficType_num" + FROM "m6" + WHERE "OperatingSystems" = '2' +), +"ranked" AS ( + SELECT + "VisitorType", + "TrafficType_num", + CUME_DIST() OVER ( + PARTITION BY "VisitorType" + ORDER BY "TrafficType_num" + ) AS "cd" + FROM "filtered" +) +SELECT + "VisitorType", + MIN("TrafficType_num") AS "conditional_percentile" +FROM "ranked" +WHERE "cd" >= 0.9 +GROUP BY "VisitorType" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6af9830b4dca92f1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6af9830b4dca92f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..326f0030fcec5be642f1574a7001bd7105d32a5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6af9830b4dca92f1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_6af9830b4dca92f1 +-- problem_id: v2p_m6_98a2289104afbe22 +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", SUM(CAST("ProductRelated" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "VisitorType" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ba967984e4c5362.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ba967984e4c5362.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f5932297f5117417b0aa4bb824ef2ad9174c700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ba967984e4c5362.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_6ba967984e4c5362 +-- problem_id: v2p_m6_222398163b9b98b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("PageValues" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6e007a9a759729fb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6e007a9a759729fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..5dd3a4538c6c433cefa0f68fc15624eac032de03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6e007a9a759729fb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_6e007a9a759729fb +-- problem_id: v2p_m6_a62a91188f086b80 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Administrative" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Browser" +HAVING SUM(CAST("Administrative" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ff13be57f123eb7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ff13be57f123eb7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d2fa39f210b20b2133d9641bb5e9be85fdbed4de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_6ff13be57f123eb7.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_6ff13be57f123eb7 +-- problem_id: v2p_m6_891ad643e23e99e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("ProductRelated_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_706ef6f080226cb0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_706ef6f080226cb0.sql new file mode 100644 index 0000000000000000000000000000000000000000..5faf24a971163bd804f2a375fe169f2b5a2e4531 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_706ef6f080226cb0.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_706ef6f080226cb0 +-- problem_id: v2p_m6_3972922b8cf23159 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Administrative" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Administrative" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7248f78c87278a8e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7248f78c87278a8e.sql new file mode 100644 index 0000000000000000000000000000000000000000..40279e89919adb5d4b2cfd775846ed20042e58a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7248f78c87278a8e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7248f78c87278a8e +-- problem_id: v2p_m6_f01dd14bf1dbad8f +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_72ed4cfc7573dc2d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_72ed4cfc7573dc2d.sql new file mode 100644 index 0000000000000000000000000000000000000000..477e36a0c2bd6796b803864cb102d9c256ffa7d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_72ed4cfc7573dc2d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_72ed4cfc7573dc2d +-- problem_id: v2p_m6_082eb0331420143a +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", "BounceRates", + SUM(CAST("Informational_Duration" AS REAL)) AS total_measure, + SUM(CAST("Informational_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Informational_Duration" AS REAL))) OVER (PARTITION BY "Weekend") AS share_within_group +FROM "m6" +GROUP BY "Weekend", "BounceRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_73a3d9f8ef8c3239.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_73a3d9f8ef8c3239.sql new file mode 100644 index 0000000000000000000000000000000000000000..dcb501b82623a5bf4acb552d225584404af97cac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_73a3d9f8ef8c3239.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_73a3d9f8ef8c3239 +-- problem_id: v2p_m6_be2aaa2013a2ed66 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "PageValues", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7447ff04c928fead.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7447ff04c928fead.sql new file mode 100644 index 0000000000000000000000000000000000000000..c115f775e8eacfa777fb04aaf0afa8f48e4e2a42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7447ff04c928fead.sql @@ -0,0 +1,55 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_7447ff04c928fead +-- problem_id: v2p_m6_42562cb3b7194b28 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Revenue", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Revenue" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Revenue" + ) AS "cnt" + FROM "m6" + WHERE "ProductRelated" IS NOT NULL +), +"median_per_group" AS ( + SELECT + "Month", + "Revenue", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Revenue" +), +"stddev_per_group" AS ( + SELECT + "Month", + "Revenue", + SQRT(AVG("measure_value" * "measure_value") - AVG("measure_value") * AVG("measure_value")) AS "measure_stddev" + FROM "ranked" + GROUP BY "Month", "Revenue" +) +SELECT + m."Month", + m."Revenue", + m."median_measure", + s."measure_stddev" +FROM "median_per_group" AS m +JOIN "stddev_per_group" AS s + ON m."Month" = s."Month" + AND m."Revenue" = s."Revenue" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7490423ca0e9df68.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7490423ca0e9df68.sql new file mode 100644 index 0000000000000000000000000000000000000000..832f5b0dff608f19a67080ce0319d8cd908d46dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7490423ca0e9df68.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_7490423ca0e9df68 +-- problem_id: v2p_m6_8d9cfa012aa1d2c0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Informational", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("Administrative" AS REAL) >= 4.0 +GROUP BY "Administrative", "Informational" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_761bca496462b231.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_761bca496462b231.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c345abad00f599d32bb5cc33851513f968f0b3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_761bca496462b231.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_761bca496462b231 +-- problem_id: v2p_m6_6522275cfa7164bf +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Region", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Region" +ORDER BY support ASC, "SpecialDay", "Region" +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_769c5636d17bbbad.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_769c5636d17bbbad.sql new file mode 100644 index 0000000000000000000000000000000000000000..cba8d17a330ed8a353137f164e683d8c256416c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_769c5636d17bbbad.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_769c5636d17bbbad +-- problem_id: v2p_m6_18b019a81a776b7e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_76cc5f983435cb67.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_76cc5f983435cb67.sql new file mode 100644 index 0000000000000000000000000000000000000000..673a0ff4c2c8381a43f798a9e488ab9405664758 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_76cc5f983435cb67.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_76cc5f983435cb67 +-- problem_id: v2p_m6_c698a60ee8517da5 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS "support" +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY "support" ASC, "SpecialDay", "VisitorType" +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_78b069d1a0ec8c60.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_78b069d1a0ec8c60.sql new file mode 100644 index 0000000000000000000000000000000000000000..a96a30f92a4c66677cfd4e6b602337955d0d7e43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_78b069d1a0ec8c60.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_78b069d1a0ec8c60 +-- problem_id: v2p_m6_6a70483f0a4ac8af +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_797e62764e4b5bca.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_797e62764e4b5bca.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c5a6b8a9272d2adc0883d7c7b2c9eb78961b0db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_797e62764e4b5bca.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_797e62764e4b5bca +-- problem_id: v2p_m6_88c74754dcb03878 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7aadc366075f21e7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7aadc366075f21e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..7084f43743dbb18cb7e8b9aaa48165a15db25a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7aadc366075f21e7.sql @@ -0,0 +1,61 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_7aadc366075f21e7 +-- problem_id: v2p_m6_c7dc369002302aa1 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "Revenue", + CAST("Administrative" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Revenue" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "Revenue") AS "cnt" + FROM "m6" + WHERE "Revenue" IS NOT NULL + AND "Administrative" IS NOT NULL +), +"positions" AS ( + SELECT DISTINCT + "Revenue", + "cnt", + (0.95 * ("cnt" - 1) + 1.0) AS "pos" + FROM "ordered" +), +"bounds" AS ( + SELECT + "Revenue", + "cnt", + "pos", + CAST("pos" AS INTEGER) AS "lower_rn", + CASE + WHEN "pos" = CAST("pos" AS INTEGER) THEN CAST("pos" AS INTEGER) + ELSE CAST("pos" AS INTEGER) + 1 + END AS "upper_rn" + FROM "positions" +) +SELECT + b."Revenue", + CASE + WHEN b."lower_rn" = b."upper_rn" THEN MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + ELSE + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + + (b."pos" - b."lower_rn") * ( + MAX(CASE WHEN o."rn" = b."upper_rn" THEN o."measure_value" END) - + MAX(CASE WHEN o."rn" = b."lower_rn" THEN o."measure_value" END) + ) + END AS "percentile_measure" +FROM "bounds" AS b +JOIN "ordered" AS o + ON o."Revenue" = b."Revenue" +GROUP BY b."Revenue", b."cnt", b."pos", b."lower_rn", b."upper_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b1c6f9387d112f8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b1c6f9387d112f8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6d2786fe024949e09629d307daefc11479280b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b1c6f9387d112f8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_7b1c6f9387d112f8 +-- problem_id: v2p_m6_9de5b0d65969ff77 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("ExitRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b613d1fd1669f20.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b613d1fd1669f20.sql new file mode 100644 index 0000000000000000000000000000000000000000..9404dc5b8f08bb41353626fa8b945bd72d3ee8a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7b613d1fd1669f20.sql @@ -0,0 +1,49 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_7b613d1fd1669f20 +-- problem_id: v2p_m6_f24d895b3459ee66 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Browser", + CAST("OperatingSystems" AS REAL) AS "measure_value" + FROM "m6" + WHERE "Weekend" = 'FALSE' +), +"ranked" AS ( + SELECT + "Browser", + "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY "measure_value" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Browser", + MAX( + CASE + WHEN "rn" = ( + CAST(0.95 * "cnt" AS INT) + + CASE + WHEN 0.95 * "cnt" > CAST(0.95 * "cnt" AS INT) THEN 1 + ELSE 0 + END + ) THEN "measure_value" + END + ) AS "conditional_percentile" +FROM "ranked" +GROUP BY "Browser" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7bb6e636399d3d3d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7bb6e636399d3d3d.sql new file mode 100644 index 0000000000000000000000000000000000000000..27020c055f2d2bf820dccd1507d02fb2cb793306 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7bb6e636399d3d3d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_7bb6e636399d3d3d +-- problem_id: v2p_m6_92f59617a50eecd6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Informational" +HAVING SUM(CAST("OperatingSystems" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7d1876b27763b0ea.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7d1876b27763b0ea.sql new file mode 100644 index 0000000000000000000000000000000000000000..f846ec92fcccc29ec0918e2e4a9de18af7182eca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7d1876b27763b0ea.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_7d1876b27763b0ea +-- problem_id: v2p_m6_f16b66b1a37cde72 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Administrative" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7ebfde13d39f5cad.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7ebfde13d39f5cad.sql new file mode 100644 index 0000000000000000000000000000000000000000..303db3e137fa3d266b94bfb63410b2c5be79bc0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7ebfde13d39f5cad.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_7ebfde13d39f5cad +-- problem_id: v2p_m6_e41e864759679940 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", + AVG(CASE WHEN "Weekend" = 'FALSE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "TrafficType" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7fee4141b2c32579.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7fee4141b2c32579.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2f4594ffbccc434704224407c746d39d64a62ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_7fee4141b2c32579.sql @@ -0,0 +1,57 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_7fee4141b2c32579 +-- problem_id: v2p_m6_2845c3869b384031 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "VisitorType", + CAST("Informational" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "VisitorType" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "VisitorType" + ) AS "cnt" + FROM "m6" +), +"median_calc" AS ( + SELECT + "Month", + "VisitorType", + AVG("measure_value") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "VisitorType" +), +"stddev_calc" AS ( + SELECT + "Month", + "VisitorType", + SQRT( + AVG(CAST("Informational" AS REAL) * CAST("Informational" AS REAL)) - + AVG(CAST("Informational" AS REAL)) * AVG(CAST("Informational" AS REAL)) + ) AS "measure_stddev" + FROM "m6" + GROUP BY "Month", "VisitorType" +) +SELECT + "median_calc"."Month", + "median_calc"."VisitorType", + "median_calc"."median_measure", + "stddev_calc"."measure_stddev" +FROM "median_calc" +JOIN "stddev_calc" + ON "median_calc"."Month" = "stddev_calc"."Month" + AND "median_calc"."VisitorType" = "stddev_calc"."VisitorType" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_81fd8e5eaa4c94d1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_81fd8e5eaa4c94d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..8683f9b34d659377f95e9a89fa7a9a3e27655558 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_81fd8e5eaa4c94d1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_81fd8e5eaa4c94d1 +-- problem_id: v2p_m6_c2128f1705d172ed +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("SpecialDay" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_827f75d4311b478b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_827f75d4311b478b.sql new file mode 100644 index 0000000000000000000000000000000000000000..51cd6eb818109051238401f5a037d11a9a681eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_827f75d4311b478b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_827f75d4311b478b +-- problem_id: v2p_m6_7a8b61825f3ed840 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82bcc010f440824d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82bcc010f440824d.sql new file mode 100644 index 0000000000000000000000000000000000000000..0d8bc804c43348511085fd5f172b0a6a01a4439c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82bcc010f440824d.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_82bcc010f440824d +-- problem_id: v2p_m6_d6a4b7d09b9a4104 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Weekend", + CAST("Administrative" AS REAL) AS "Administrative" + FROM "m6" + WHERE "VisitorType" = 'New_Visitor' +), +"ranked" AS ( + SELECT + "Weekend", + "Administrative", + ROW_NUMBER() OVER ( + PARTITION BY "Weekend" + ORDER BY "Administrative" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Weekend" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Weekend", + MIN("Administrative") AS "conditional_percentile" +FROM "ranked" +WHERE "rn" >= CAST((0.9 * "cnt") + 0.999999999 AS INT) +GROUP BY "Weekend" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82fe99a568cebc01.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82fe99a568cebc01.sql new file mode 100644 index 0000000000000000000000000000000000000000..b59961b55c8fa3d770e593992248b7fb62fe5321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_82fe99a568cebc01.sql @@ -0,0 +1,54 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_82fe99a568cebc01 +-- problem_id: v2p_m6_c757dea5a2ed5b2b +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + "Region", + CAST("Administrative" AS REAL) AS "Administrative_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Region" + ORDER BY CAST("Administrative" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Region" + ) AS "cnt", + AVG(CAST("Administrative" AS REAL)) OVER ( + PARTITION BY "Month", "Region" + ) AS "mean_value", + AVG(CAST("Administrative" AS REAL) * CAST("Administrative" AS REAL)) OVER ( + PARTITION BY "Month", "Region" + ) AS "mean_square_value" + FROM "m6" +), +"grouped" AS ( + SELECT + "Month", + "Region", + AVG(CASE + WHEN "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) THEN "Administrative_value" + END) AS "median_measure", + CASE + WHEN ("mean_square_value" - ("mean_value" * "mean_value")) < 0 THEN 0 + ELSE SQRT("mean_square_value" - ("mean_value" * "mean_value")) + END AS "measure_stddev" + FROM "ranked" + GROUP BY "Month", "Region" +) +SELECT + "Month", + "Region", + "median_measure", + "measure_stddev" +FROM "grouped" +ORDER BY "median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_83b2498b7c4a318b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_83b2498b7c4a318b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0547f07a2b06ffeeb717ca384dbc23682b36b871 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_83b2498b7c4a318b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_83b2498b7c4a318b +-- problem_id: v2p_m6_e086adba4e67d5d2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_84287ad111f7fca5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_84287ad111f7fca5.sql new file mode 100644 index 0000000000000000000000000000000000000000..db332e816be971f1444ac95700b6c8f4824f4961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_84287ad111f7fca5.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_84287ad111f7fca5 +-- problem_id: v2p_m6_c78c2dea979bd161 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", + AVG(CASE WHEN "Weekend" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_857abcfe80c6a384.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_857abcfe80c6a384.sql new file mode 100644 index 0000000000000000000000000000000000000000..1714bf8b684657f393efe873119ee1a0918ba954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_857abcfe80c6a384.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_857abcfe80c6a384 +-- problem_id: v2p_m6_bc27062bccc8b6a3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Weekend", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Administrative", "Weekend" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966342dad7f163a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966342dad7f163a.sql new file mode 100644 index 0000000000000000000000000000000000000000..cf2b8d9b902977d9f843f5382879b98195833334 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966342dad7f163a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_8966342dad7f163a +-- problem_id: v2p_m6_aa50493a9ef784ea +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE "Month" = 'Mar' +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966d21d051e37bb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966d21d051e37bb.sql new file mode 100644 index 0000000000000000000000000000000000000000..da428a89a4b2f948b5a05ec701dc22a9fef4518b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8966d21d051e37bb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_8966d21d051e37bb +-- problem_id: v2p_m6_b7a58293f3eaff62 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated_Duration" AS REAL) >= 1464.157214 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_89c83f80634957b3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_89c83f80634957b3.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ccf3e4771de900050b0a7b315ac0d751127237c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_89c83f80634957b3.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_89c83f80634957b3 +-- problem_id: v2p_m6_e8dfc75ba5ca36ff +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "OperatingSystems", + NTILE(10) OVER (ORDER BY CAST("OperatingSystems" AS REAL) DESC) AS "tail_bucket" + FROM "m6" +) +SELECT "OperatingSystems" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("OperatingSystems" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8bfab698db0ae713.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8bfab698db0ae713.sql new file mode 100644 index 0000000000000000000000000000000000000000..1755e6fa43c7383ebc1982b32cf1debb1d459535 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8bfab698db0ae713.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8bfab698db0ae713 +-- problem_id: v2p_m6_5128415b6a36ca4b +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("BounceRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8d8003197b4db653.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8d8003197b4db653.sql new file mode 100644 index 0000000000000000000000000000000000000000..a426b424c5381bbbdff78478e748412b3b75179c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8d8003197b4db653.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_8d8003197b4db653 +-- problem_id: v2p_m6_3897018247a3e7b7 +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Revenue", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Revenue" +ORDER BY support ASC, "SpecialDay", "Revenue" +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8db02e9f3b37cf9c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8db02e9f3b37cf9c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b73914b091269bb8244b2e1ccd3878a308078e70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8db02e9f3b37cf9c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8db02e9f3b37cf9c +-- problem_id: v2p_m6_ced07c0f8894bd0e +-- realization_mode: agent +-- source_kind: agent +SELECT "VisitorType", AVG(CAST("ExitRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "VisitorType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8fc384e0725513ba.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8fc384e0725513ba.sql new file mode 100644 index 0000000000000000000000000000000000000000..97886c4d2d82be3a5e974c236411099d5397739f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_8fc384e0725513ba.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_8fc384e0725513ba +-- problem_id: v2p_m6_8e2ea2e09f5f61d1 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", AVG(CAST("ProductRelated" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Browser" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9070e8c97a71a326.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9070e8c97a71a326.sql new file mode 100644 index 0000000000000000000000000000000000000000..de6d567ecb3cac95470e311451d836ea813999d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9070e8c97a71a326.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_9070e8c97a71a326 +-- problem_id: v2p_m6_b90a156a26f16e15 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_91cbd79ec1b4858e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_91cbd79ec1b4858e.sql new file mode 100644 index 0000000000000000000000000000000000000000..38844367c3dba173c818ee4096e43ba8317297ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_91cbd79ec1b4858e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_91cbd79ec1b4858e +-- problem_id: v2p_m6_8c2c168dfcd30630 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", + AVG(CASE WHEN "Revenue" = 'TRUE' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Month" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9317f5990c6460e4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9317f5990c6460e4.sql new file mode 100644 index 0000000000000000000000000000000000000000..55647afa5eb7e964f670605fe5c50c9a023b3d9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9317f5990c6460e4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9317f5990c6460e4 +-- problem_id: v2p_m6_27d7af892a0feb8c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8f3551119e17352b1c8d44f320ec8e552f8c68a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_940fdbe034ff5be2.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_940fdbe034ff5be2 +-- problem_id: v2p_m6_9f626e0928ddf28b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_94d83e29571c6880.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_94d83e29571c6880.sql new file mode 100644 index 0000000000000000000000000000000000000000..a413663f91cc56b8428b46ba3a48bbba373800ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_94d83e29571c6880.sql @@ -0,0 +1,75 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_94d83e29571c6880 +-- problem_id: v2p_m6_5efe785244d04b67 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + "Region", + CAST("BounceRates" AS REAL) AS "measure" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "Region" IS NOT NULL + AND "BounceRates" IS NOT NULL + AND TRIM("OperatingSystems") <> '' + AND TRIM("Region") <> '' + AND TRIM("BounceRates") <> '' +), +"ranked" AS ( + SELECT + "OperatingSystems", + "Region", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems", "Region" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems", "Region" + ) AS "cnt" + FROM "filtered" +), +"medians" AS ( + SELECT + "OperatingSystems", + "Region", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "OperatingSystems", "Region" +), +"agg" AS ( + SELECT + "OperatingSystems", + "Region", + COUNT(*) AS "group_size", + AVG("measure" * "measure") AS "avg_sq", + AVG("measure") AS "avg_measure" + FROM "filtered" + GROUP BY "OperatingSystems", "Region" +) +SELECT + a."OperatingSystems", + a."Region", + m."median_measure", + CASE + WHEN a."avg_sq" - a."avg_measure" * a."avg_measure" > 0 + THEN SQRT(a."avg_sq" - a."avg_measure" * a."avg_measure") + ELSE 0.0 + END AS "measure_stddev" +FROM "agg" AS a +JOIN "medians" AS m + ON a."OperatingSystems" = m."OperatingSystems" + AND a."Region" = m."Region" +WHERE a."group_size" >= 5 +ORDER BY m."median_measure" DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_95559d313aedd28e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_95559d313aedd28e.sql new file mode 100644 index 0000000000000000000000000000000000000000..1721e53a6b6406e7497f90acb654211540fe8736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_95559d313aedd28e.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_95559d313aedd28e +-- problem_id: v2p_m6_f688843135e8b8c3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "VisitorType", + CAST("Region" AS REAL) AS "Region_value", + CUME_DIST() OVER ( + PARTITION BY "VisitorType" + ORDER BY CAST("Region" AS REAL) + ) AS "cd" + FROM "m6" + WHERE "VisitorType" IS NOT NULL + AND "Region" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "VisitorType", + MIN("Region_value") AS "percentile_measure" + FROM "ranked" + WHERE "cd" >= 0.9 + GROUP BY "VisitorType" +) +SELECT + "VisitorType", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_96390e5b77229814.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_96390e5b77229814.sql new file mode 100644 index 0000000000000000000000000000000000000000..df5af5272823ef3daf7f0afdb2c10db209ff093f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_96390e5b77229814.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_96390e5b77229814 +-- problem_id: v2p_m6_1255c41506902f05 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("ExitRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("SpecialDay" AS REAL) >= 0.0 +GROUP BY "Administrative" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_976abcd39e204928.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_976abcd39e204928.sql new file mode 100644 index 0000000000000000000000000000000000000000..f03a3e9322dd6759e43d15edc495503bd2f31848 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_976abcd39e204928.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_976abcd39e204928 +-- problem_id: v2p_m6_58e7708a7e3fdc41 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "ExitRates", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f351cfd7779a8f912f7ee7d146a8f378e92a96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_979a339a80ac5e6c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_979a339a80ac5e6c +-- problem_id: v2p_m6_89e4c300aa7c5e80 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98309a01a25338ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98309a01a25338ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..347707af037a3f5b19a6393b392493e2e3ea8603 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98309a01a25338ef.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_98309a01a25338ef +-- problem_id: v2p_m6_344cba76d309ed70 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98383117d6c23981.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98383117d6c23981.sql new file mode 100644 index 0000000000000000000000000000000000000000..579c36b1cb134402e3f446778f77ee1842c60ed9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98383117d6c23981.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_98383117d6c23981 +-- problem_id: v2p_m6_f4a69f47b72fa42c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Region", + CAST("ExitRates" AS REAL) AS "ExitRates_value", + ROW_NUMBER() OVER ( + PARTITION BY "Region" + ORDER BY CAST("ExitRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Region" + ) AS "cnt" + FROM "m6" + WHERE "Region" IS NOT NULL + AND "ExitRates" IS NOT NULL +), +"percentile_rows" AS ( + SELECT + "Region", + "ExitRates_value" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "Region", + "ExitRates_value" AS "percentile_measure" +FROM "percentile_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_987401c3e9d500ce.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_987401c3e9d500ce.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3bde3bede97e215df71e8cfe0d84f6190cd5861 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_987401c3e9d500ce.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_987401c3e9d500ce +-- problem_id: v2p_m6_ca14365123b29518 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Region" +HAVING SUM(CAST("Administrative_Duration" AS REAL)) > 93.25625 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98e11186cd02f76c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98e11186cd02f76c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ad5f150a5540b6bdec9c7a6085e8670b2abb5c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98e11186cd02f76c.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_98e11186cd02f76c +-- problem_id: v2p_m6_5f63b8eef8d5a2fd +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "VisitorType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "VisitorType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98fda30abe245310.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98fda30abe245310.sql new file mode 100644 index 0000000000000000000000000000000000000000..65f1060369476b07086a56bae0323dd4916c3a75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_98fda30abe245310.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_98fda30abe245310 +-- problem_id: v2p_m6_a3f8969a604db6c6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Browser", + CAST("BounceRates" AS REAL) AS "bounce_rate", + ROW_NUMBER() OVER ( + PARTITION BY "Browser" + ORDER BY CAST("BounceRates" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Browser" + ) AS "cnt" + FROM "m6" + WHERE "Browser" IS NOT NULL + AND "BounceRates" IS NOT NULL +), +"pct" AS ( + SELECT + "Browser", + "bounce_rate" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST(((("cnt" * 95) + 99) / 100) AS INT) +) +SELECT + "Browser", + "percentile_measure" +FROM "pct" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9a2bfa6d392c38fa.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9a2bfa6d392c38fa.sql new file mode 100644 index 0000000000000000000000000000000000000000..35c19b8ff6fcd1b758ef8f5a87788b1be860b3af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9a2bfa6d392c38fa.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9a2bfa6d392c38fa +-- problem_id: v2p_m6_4cf913bc05707d71 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "SpecialDay" +HAVING SUM(CAST("Browser" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9b43b63f07b2d356.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9b43b63f07b2d356.sql new file mode 100644 index 0000000000000000000000000000000000000000..7cdc6072624bc06eeca341f4d64301725d69a0a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9b43b63f07b2d356.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_9b43b63f07b2d356 +-- problem_id: v2p_m6_3f643e7d45fb195d +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", AVG(CAST("PageValues" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Weekend" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql new file mode 100644 index 0000000000000000000000000000000000000000..d896f37290dc9c5734bd6a65df19ce7b2b6659cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c0f42979fa5027e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9c0f42979fa5027e +-- problem_id: v2p_m6_cad63caafb3af439 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ExitRates", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ExitRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c9c4ddf197b2e87.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c9c4ddf197b2e87.sql new file mode 100644 index 0000000000000000000000000000000000000000..1612b63eb90f801e1e704c8a4c0e1a7beaa27510 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9c9c4ddf197b2e87.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9c9c4ddf197b2e87 +-- problem_id: v2p_m6_62d996cd149296b7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "TrafficType", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9cd55d7cff79ee37.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9cd55d7cff79ee37.sql new file mode 100644 index 0000000000000000000000000000000000000000..d92595b3954f22d831f58a428301c3bdc11e5a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9cd55d7cff79ee37.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_9cd55d7cff79ee37 +-- problem_id: v2p_m6_cff2723a522e0db7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Weekend" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9d99ea7321324987.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9d99ea7321324987.sql new file mode 100644 index 0000000000000000000000000000000000000000..51dd75f205715732c64e2479d8e655b240c1ec11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9d99ea7321324987.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9d99ea7321324987 +-- problem_id: v2p_m6_836f16c893b2aec1 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dae502f4037743e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dae502f4037743e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5a0a24855c915cbbba19407bdc60e558b4b9d20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dae502f4037743e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9dae502f4037743e +-- problem_id: v2p_m6_5782e2fbf6824648 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Informational" +HAVING SUM(CAST("OperatingSystems" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql new file mode 100644 index 0000000000000000000000000000000000000000..d651d624931a99278a7b02c855c177d8551a2ab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9db47cd60578fbb3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_9db47cd60578fbb3 +-- problem_id: v2p_m6_618ffc4e4dbedd3e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dfc8c60fd5cb592.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dfc8c60fd5cb592.sql new file mode 100644 index 0000000000000000000000000000000000000000..febaf332856073e6f26bbd7e373589548c8453de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9dfc8c60fd5cb592.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_9dfc8c60fd5cb592 +-- problem_id: v2p_m6_d2f3544e251c48b8 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Region", + NTILE(10) OVER (ORDER BY CAST("Region" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Region" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Region" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e1729ca89aa1146.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e1729ca89aa1146.sql new file mode 100644 index 0000000000000000000000000000000000000000..a31871c2dcff04fae3d32a0c1776c372e3105cf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e1729ca89aa1146.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_9e1729ca89aa1146 +-- problem_id: v2p_m6_64c3963eefa88cfe +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "TrafficType" +HAVING SUM(CAST("Informational" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql new file mode 100644 index 0000000000000000000000000000000000000000..60355ad65a8581dc1f973878b06af4b892267296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9e72f4aeb54952c9.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_9e72f4aeb54952c9 +-- problem_id: v2p_m6_26d48ebe82ea561e +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9f7f1dafeeccfc12.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9f7f1dafeeccfc12.sql new file mode 100644 index 0000000000000000000000000000000000000000..88c43e9f82e347ef4b26eb55dd90c87c41425ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9f7f1dafeeccfc12.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_9f7f1dafeeccfc12 +-- problem_id: v2p_m6_720f2998b5b0649a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "PageValues", + SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated_Duration" AS REAL))) OVER (PARTITION BY "Administrative") AS share_within_group +FROM "m6" +GROUP BY "Administrative", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9fff8c245f4d1bb2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9fff8c245f4d1bb2.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b43bd0090a03cacef9c2cb66ed0d9497d979df8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_9fff8c245f4d1bb2.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_9fff8c245f4d1bb2 +-- problem_id: v2p_m6_6325b74fd257a3aa +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "VisitorType", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Administrative", "VisitorType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a133cdad28eceb62.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a133cdad28eceb62.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e9e6ceb2317b9fbd1f06c829c1f986027e9df3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a133cdad28eceb62.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_a133cdad28eceb62 +-- problem_id: v2p_m6_6a5043b0f1fc8de4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1e8d246b481c07b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1e8d246b481c07b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0412c404435a0c75109bc83974f654950b37063 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1e8d246b481c07b.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_a1e8d246b481c07b +-- problem_id: v2p_m6_6ed1d74b26d7248e +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "OperatingSystems", + CAST("SpecialDay" AS REAL) AS "SpecialDay" + FROM "m6" + WHERE "VisitorType" = 'Returning_Visitor' +), +"ranked" AS ( + SELECT + "OperatingSystems", + "SpecialDay", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY "SpecialDay" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "OperatingSystems" + ) AS "cnt" + FROM "filtered" +) +SELECT + "OperatingSystems", + "SpecialDay" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = ( + CAST(0.9 * "cnt" AS INTEGER) + + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END +) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1feb29c7a96883d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1feb29c7a96883d.sql new file mode 100644 index 0000000000000000000000000000000000000000..eb59982f729d981e5be74a758fd5cd7ef5d17ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a1feb29c7a96883d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a1feb29c7a96883d +-- problem_id: v2p_m6_0cb9efdc5f1ecbd7 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", SUM(CAST("PageValues" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Informational" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a2e26a3127122f89.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a2e26a3127122f89.sql new file mode 100644 index 0000000000000000000000000000000000000000..800d2b9d27dde776dd81bd5e5840869140c5077d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a2e26a3127122f89.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_a2e26a3127122f89 +-- problem_id: v2p_m6_0540f56d2a09a3f0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Region" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a38d39cb5d265559.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a38d39cb5d265559.sql new file mode 100644 index 0000000000000000000000000000000000000000..b6da1a94fab38aee10b91597dbc9608f8fdde1c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a38d39cb5d265559.sql @@ -0,0 +1,64 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_a38d39cb5d265559 +-- problem_id: v2p_m6_24277c375f1b1557 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Month", + "Revenue", + CAST("ProductRelated" AS REAL) AS "measure" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "Revenue" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"ranked" AS ( + SELECT + "Month", + "Revenue", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "Revenue" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "Revenue" + ) AS "cnt" + FROM "base" +), +"median_by_group" AS ( + SELECT + "Month", + "Revenue", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "Revenue" +), +"stddev_by_group" AS ( + SELECT + "Month", + "Revenue", + SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) AS "measure_stddev" + FROM "base" + GROUP BY "Month", "Revenue" +) +SELECT + m."Month", + m."Revenue", + m."median_measure", + s."measure_stddev" +FROM "median_by_group" AS m +JOIN "stddev_by_group" AS s + ON m."Month" = s."Month" + AND m."Revenue" = s."Revenue" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a4fee98c0dc6ab00.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a4fee98c0dc6ab00.sql new file mode 100644 index 0000000000000000000000000000000000000000..c43f1e06df6d25af817b05882d13783809f80140 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a4fee98c0dc6ab00.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_a4fee98c0dc6ab00 +-- problem_id: v2p_m6_284fc02d21b20ffb +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", AVG(CAST("SpecialDay" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Revenue" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a548c6409534cdc2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a548c6409534cdc2.sql new file mode 100644 index 0000000000000000000000000000000000000000..88327713e1c099cda22433212698dee3987693c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a548c6409534cdc2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_a548c6409534cdc2 +-- problem_id: v2p_m6_0fb63fdefca56fef +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", AVG(CAST("BounceRates" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "TrafficType" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a996b5efb1ab2a27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a996b5efb1ab2a27.sql new file mode 100644 index 0000000000000000000000000000000000000000..1e4e9786dd3e3a019c8cfec80794591dd44be270 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_a996b5efb1ab2a27.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_a996b5efb1ab2a27 +-- problem_id: v2p_m6_e3ed0cbcfc33d5cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Month", + CAST("ProductRelated" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Month" + ORDER BY CAST("ProductRelated" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month" + ) AS "cnt" + FROM "m6" + WHERE "Month" IS NOT NULL + AND "ProductRelated" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "Month", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "Month", + "measure_value" AS "percentile_measure" +FROM "percentile_points" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee47c8fc0b241a3c69ea25e577a16daf3c944c8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aa807bceb3c0ee72.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_aa807bceb3c0ee72 +-- problem_id: v2p_m6_44873be78986b5d3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aad27eb76980cc37.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aad27eb76980cc37.sql new file mode 100644 index 0000000000000000000000000000000000000000..cfed55abcb5466bd767ab1615106216ed7338835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_aad27eb76980cc37.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_aad27eb76980cc37 +-- problem_id: v2p_m6_cbdcc9ba50ff5722 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "TrafficType", + SUM(CAST("Browser" AS REAL)) AS total_measure, + SUM(CAST("Browser" AS REAL)) * 100.0 / SUM(SUM(CAST("Browser" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ab644aed8f890ebe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ab644aed8f890ebe.sql new file mode 100644 index 0000000000000000000000000000000000000000..8cb6e8de6d908c67f5516f9aa33bf6e3dd7fd058 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ab644aed8f890ebe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_ab644aed8f890ebe +-- problem_id: v2p_m6_7250124dfcb73d04 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Region" AS NUMERIC)) AS total_measure +FROM "m6" +WHERE "Month" = 'Mar' +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_acd5b0613c38f498.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_acd5b0613c38f498.sql new file mode 100644 index 0000000000000000000000000000000000000000..7567831d666fb9c843e6d612c48bb9178532dc32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_acd5b0613c38f498.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_acd5b0613c38f498 +-- problem_id: v2p_m6_dc4df95223a7d4ff +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "TrafficType" +HAVING SUM(CAST("Informational" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ae9551fe0d2b7a2f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ae9551fe0d2b7a2f.sql new file mode 100644 index 0000000000000000000000000000000000000000..9db2139a9979d464f11321a5104cfe1a88d7d4cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ae9551fe0d2b7a2f.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_ae9551fe0d2b7a2f +-- problem_id: v2p_m6_9a4ee91a6c33264d +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("Administrative_Duration" AS REAL) AS "Administrative_Duration", + NTILE(10) OVER (ORDER BY CAST("Administrative_Duration" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Administrative_Duration" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Administrative_Duration" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_af6ec7b3999365cc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_af6ec7b3999365cc.sql new file mode 100644 index 0000000000000000000000000000000000000000..c76ae98589cb3d38333cafe2ef91657f351dd973 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_af6ec7b3999365cc.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_af6ec7b3999365cc +-- problem_id: v2p_m6_6c494331d46600fa +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", "PageValues", + SUM(CAST("OperatingSystems" AS REAL)) AS total_measure, + SUM(CAST("OperatingSystems" AS REAL)) * 100.0 / SUM(SUM(CAST("OperatingSystems" AS REAL))) OVER (PARTITION BY "SpecialDay") AS share_within_group +FROM "m6" +GROUP BY "SpecialDay", "PageValues" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b05249fa3f4861d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b05249fa3f4861d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..1bd011e1692c8e7214d452a5c81cd72ac4787591 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b05249fa3f4861d8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b05249fa3f4861d8 +-- problem_id: v2p_m6_f4c69b4d40cb1c8b +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "OperatingSystems", COUNT(*) AS "row_count" +FROM "m6" +WHERE CAST("Informational_Duration" AS REAL) >= 0.0 +GROUP BY "Administrative", "OperatingSystems" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b077e5dbed2b05d5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b077e5dbed2b05d5.sql new file mode 100644 index 0000000000000000000000000000000000000000..72a0cc8d362c055bfb068e24df81ff5b40ce29b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b077e5dbed2b05d5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b077e5dbed2b05d5 +-- problem_id: v2p_m6_78badff69455f5c6 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "Administrative_Duration", + SUM(CAST("TrafficType" AS REAL)) AS total_measure, + SUM(CAST("TrafficType" AS REAL)) * 100.0 / SUM(SUM(CAST("TrafficType" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b1b4da085eda8031.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b1b4da085eda8031.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0e190cc9b0763b9c60ab5e18f9fd5c7babedfcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b1b4da085eda8031.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_b1b4da085eda8031 +-- problem_id: v2p_m6_c22bf5e7d4a717c2 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "TrafficType" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "TrafficType" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b208ccc801a25a74.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b208ccc801a25a74.sql new file mode 100644 index 0000000000000000000000000000000000000000..f02ee8209efc9ef6103842f935608f6f7fbc0184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b208ccc801a25a74.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_b208ccc801a25a74 +-- problem_id: v2p_m6_dbc90adce891355b +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("OperatingSystems" AS REAL) >= 3.0 +GROUP BY "SpecialDay" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b296737084d931e8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b296737084d931e8.sql new file mode 100644 index 0000000000000000000000000000000000000000..d08286be5ed7cdd495c4805cd6502c3adfdc97bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b296737084d931e8.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b296737084d931e8 +-- problem_id: v2p_m6_c62629858fed14bc +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "TrafficType", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("BounceRates" AS REAL) >= 0.016813 +GROUP BY "Administrative", "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4010aaab3184989.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4010aaab3184989.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e8e74e13d93cfc712a274ed40900e2cd52f961 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4010aaab3184989.sql @@ -0,0 +1,45 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_b4010aaab3184989 +-- problem_id: v2p_m6_77b4f7d37f197c5f +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "TrafficType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "SpecialDay" = '0' + AND "TrafficType" IS NOT NULL + AND "Region" IS NOT NULL +), +"ranked" AS ( + SELECT + "TrafficType", + "Region", + ROW_NUMBER() OVER (PARTITION BY "TrafficType" ORDER BY "Region") AS "rn", + COUNT(*) OVER (PARTITION BY "TrafficType") AS "cnt" + FROM "filtered" +), +"target" AS ( + SELECT + "TrafficType", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "TrafficType", "cnt" +) +SELECT + r."TrafficType", + r."Region" AS "conditional_percentile" +FROM "ranked" AS r +JOIN "target" AS t + ON r."TrafficType" = t."TrafficType" + AND r."rn" = t."target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4b007be40dd524b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4b007be40dd524b.sql new file mode 100644 index 0000000000000000000000000000000000000000..6b98071867195ce69adaa2a85038515f9f3cdd85 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b4b007be40dd524b.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_b4b007be40dd524b +-- problem_id: v2p_m6_929f5a4b1b2cb7e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Region" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b59006990bed950c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b59006990bed950c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a67608ad0fb2b5130bc275d70f0af03f398128f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b59006990bed950c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b59006990bed950c +-- problem_id: v2p_m6_ef7191d283f4c2c8 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "OperatingSystems", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "OperatingSystems" +ORDER BY support ASC, "Month", "OperatingSystems" +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b5d23f0fa27bd68b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b5d23f0fa27bd68b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c1f7aef63ea7087c7d1987acb45bbfa79b7bf8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b5d23f0fa27bd68b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b5d23f0fa27bd68b +-- problem_id: v2p_m6_1fb8722f0c544daf +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", "Administrative", + SUM(CAST("Region" AS REAL)) AS total_measure, + SUM(CAST("Region" AS REAL)) * 100.0 / SUM(SUM(CAST("Region" AS REAL))) OVER (PARTITION BY "OperatingSystems") AS share_within_group +FROM "m6" +GROUP BY "OperatingSystems", "Administrative" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7e0bb5c5883889e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7e0bb5c5883889e.sql new file mode 100644 index 0000000000000000000000000000000000000000..bdfd54e91cee027673d6a024bdcf233abbd45146 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7e0bb5c5883889e.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: count_distribution +-- template_id: tpl_c2_filtered_group_count_2d +-- query_record_id: v2q_m6_b7e0bb5c5883889e +-- problem_id: v2p_m6_60f945b8dbaba48e +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", "Browser", COUNT(*) AS row_count +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Administrative", "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql new file mode 100644 index 0000000000000000000000000000000000000000..5502d6ef4c29a9a1900ae3af6e75786b2747cf3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b7ed5940f2b1d537.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_b7ed5940f2b1d537 +-- problem_id: v2p_m6_1c0842457c8bdd13 +-- realization_mode: agent +-- source_kind: agent +SELECT + "Month", + "Browser", + COUNT(*) AS support +FROM "m6" +GROUP BY "Month", "Browser" +ORDER BY support ASC, "Month", "Browser" +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b856610292c22fe1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b856610292c22fe1.sql new file mode 100644 index 0000000000000000000000000000000000000000..adb1185cd6665498762441368504475f45c5c97b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b856610292c22fe1.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_b856610292c22fe1 +-- problem_id: v2p_m6_7186f2213a3c5861 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative_Duration", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b8e416009caa1a46.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b8e416009caa1a46.sql new file mode 100644 index 0000000000000000000000000000000000000000..1409a6755ec6b644759d1b9edb3fe5d31bfcfa37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b8e416009caa1a46.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_b8e416009caa1a46 +-- problem_id: v2p_m6_b7a2658a12f719ca +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "SpecialDay", + CAST("Informational_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "SpecialDay" + ORDER BY CAST("Informational_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "SpecialDay" + ) AS "cnt" + FROM "m6" + WHERE "Informational_Duration" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "SpecialDay", + "measure_value" AS "percentile_measure" + FROM "ranked" + WHERE "rn" = CAST((0.9 * "cnt") + 0.999999999 AS INTEGER) +) +SELECT + "SpecialDay", + "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b94ca609e7d73b46.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b94ca609e7d73b46.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd59a83d9e48ddd382e1025e97c696b3c8626a95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_b94ca609e7d73b46.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_b94ca609e7d73b46 +-- problem_id: v2p_m6_fc081acf1aaf498e +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", "Informational_Duration", + SUM(CAST("Administrative" AS REAL)) AS total_measure, + SUM(CAST("Administrative" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative" AS REAL))) OVER (PARTITION BY "Region") AS share_within_group +FROM "m6" +GROUP BY "Region", "Informational_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bb556fdf22cdf85c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bb556fdf22cdf85c.sql new file mode 100644 index 0000000000000000000000000000000000000000..12a6e57e1c37364167807beac0ca031cca277ec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bb556fdf22cdf85c.sql @@ -0,0 +1,66 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_h2o_two_dimensional_robust_summary +-- query_record_id: v2q_m6_bb556fdf22cdf85c +-- problem_id: v2p_m6_a4b0a369c78859f1 +-- realization_mode: agent +-- source_kind: agent +WITH "base" AS ( + SELECT + "Month", + "TrafficType", + CAST("Administrative_Duration" AS REAL) AS "measure" + FROM "m6" + WHERE "Administrative_Duration" IS NOT NULL + AND TRIM("Administrative_Duration") <> '' +), +"ranked" AS ( + SELECT + "Month", + "TrafficType", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Month", "TrafficType" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Month", "TrafficType" + ) AS "cnt" + FROM "base" +), +"median_cte" AS ( + SELECT + "Month", + "TrafficType", + AVG("measure") AS "median_measure" + FROM "ranked" + WHERE "rn" IN (("cnt" + 1) / 2, ("cnt" + 2) / 2) + GROUP BY "Month", "TrafficType" +), +"stddev_cte" AS ( + SELECT + "Month", + "TrafficType", + CASE + WHEN COUNT(*) > 1 THEN SQRT(AVG("measure" * "measure") - AVG("measure") * AVG("measure")) + ELSE 0.0 + END AS "measure_stddev" + FROM "base" + GROUP BY "Month", "TrafficType" +) +SELECT + m."Month", + m."TrafficType", + m."median_measure", + s."measure_stddev" +FROM "median_cte" AS m +JOIN "stddev_cte" AS s + ON m."Month" = s."Month" + AND m."TrafficType" = s."TrafficType" +ORDER BY m."median_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f77b319e7a6b044fa5d212ff980e421f99ab728 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bd2c0560eb870d61.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bd2c0560eb870d61 +-- problem_id: v2p_m6_2e5402fc1f70e84b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bee2abe395d16c09.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bee2abe395d16c09.sql new file mode 100644 index 0000000000000000000000000000000000000000..e0e0ee6d8a6c37b7f72006d49cec79e09dfc281a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bee2abe395d16c09.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_bee2abe395d16c09 +-- problem_id: v2p_m6_6ab734d8ccdef268 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Informational" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d6a7143e049adac11c46f9cc6287f859bb3846f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bf58e3d882f6dbe8.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_bf58e3d882f6dbe8 +-- problem_id: v2p_m6_16689e388ea9c7ce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "BounceRates", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "BounceRates" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bfa356273f061420.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bfa356273f061420.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3458cd496801bf1937102b4b24ffb2c13687717 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_bfa356273f061420.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_bfa356273f061420 +-- problem_id: v2p_m6_14e476403961078d +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Revenue" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c0da42dcc3d1e7f1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c0da42dcc3d1e7f1.sql new file mode 100644 index 0000000000000000000000000000000000000000..34dcbac99c418158edb3bb4d4328affc10001cb0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c0da42dcc3d1e7f1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_c0da42dcc3d1e7f1 +-- problem_id: v2p_m6_b2c2eef7a450cced +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", "Administrative_Duration", + SUM(CAST("TrafficType" AS REAL)) AS total_measure, + SUM(CAST("TrafficType" AS REAL)) * 100.0 / SUM(SUM(CAST("TrafficType" AS REAL))) OVER (PARTITION BY "Browser") AS share_within_group +FROM "m6" +GROUP BY "Browser", "Administrative_Duration" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c547ea935f651684.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c547ea935f651684.sql new file mode 100644 index 0000000000000000000000000000000000000000..37ec93492d4490ad0ec6394d46102c1eb08233ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c547ea935f651684.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_c547ea935f651684 +-- problem_id: v2p_m6_482f2554d473f05c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Weekend" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Weekend" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c553106ba121bb05.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c553106ba121bb05.sql new file mode 100644 index 0000000000000000000000000000000000000000..a40a95cd12519a4d9b055b461eb20691c3a3bf38 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c553106ba121bb05.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_c553106ba121bb05 +-- problem_id: v2p_m6_6bb10117d54ebfac +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "ProductRelated", + NTILE(10) OVER (ORDER BY CAST("ProductRelated" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "ProductRelated" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("ProductRelated" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql new file mode 100644 index 0000000000000000000000000000000000000000..5bfbfee6fd68afae252d71af678e5d757fd7fc42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c6d46eaedb7e3107.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_c6d46eaedb7e3107 +-- problem_id: v2p_m6_8ec41ad44a1e2031 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "OperatingSystems" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "OperatingSystems" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c78e061f163cd78c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c78e061f163cd78c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b61b263b9bbafa5e9c5e0c1c1aa5bb6e19effe90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_c78e061f163cd78c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_c78e061f163cd78c +-- problem_id: v2p_m6_8943b19f99e2412f +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "Weekend", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "Weekend" +ORDER BY support ASC, "SpecialDay", "Weekend" +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cc83b220e7f78514.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cc83b220e7f78514.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7ca90f858affb3f54e7c09b3509ad9c00412b6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cc83b220e7f78514.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cc83b220e7f78514 +-- problem_id: v2p_m6_1c994cd4027da2e7 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Administrative") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cd17b8bb5bd84ce8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cd17b8bb5bd84ce8.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e24f2a8275f126a65a51ed0dcd8e681aa996b02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cd17b8bb5bd84ce8.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_cd17b8bb5bd84ce8 +-- problem_id: v2p_m6_947b63c9c834ce51 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "OperatingSystems", + CAST("ProductRelated_Duration" AS REAL) AS "percentile_measure", + ROW_NUMBER() OVER ( + PARTITION BY "OperatingSystems" + ORDER BY CAST("ProductRelated_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "OperatingSystems") AS "cnt" + FROM "m6" + WHERE "OperatingSystems" IS NOT NULL + AND "ProductRelated_Duration" IS NOT NULL +), +"picked" AS ( + SELECT + "OperatingSystems", + "percentile_measure" + FROM "ranked" + WHERE "cnt" >= 5 + AND "rn" = ((95 * "cnt" + 99) / 100) +) +SELECT + "OperatingSystems", + "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b190b4b629e446e650d2d9f9b7245731f29e897d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cebb501944d9ac4c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_cebb501944d9ac4c +-- problem_id: v2p_m6_802df7880ca5241a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "PageValues", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "PageValues" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cee21aa64417e075.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cee21aa64417e075.sql new file mode 100644 index 0000000000000000000000000000000000000000..a183773e6263e1be0edf3da578dd3c0fd27126a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cee21aa64417e075.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cee21aa64417e075 +-- problem_id: v2p_m6_edc770080bad5a3a +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("OperatingSystems" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Browser" AS REAL) >= 2.0 +GROUP BY "Month" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cf74f37bb1534eb2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cf74f37bb1534eb2.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bd804cda7db29a56dff10efc0dcf13b3fc7ae63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cf74f37bb1534eb2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_cf74f37bb1534eb2 +-- problem_id: v2p_m6_38ca8424e2c9fcb2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Administrative" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Browser" +HAVING SUM(CAST("Administrative" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cfc388c30c83fa11.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cfc388c30c83fa11.sql new file mode 100644 index 0000000000000000000000000000000000000000..10736257aaf7e1e4d8360166eb0f75531036090a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_cfc388c30c83fa11.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_cfc388c30c83fa11 +-- problem_id: v2p_m6_290425b939fc2591 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", SUM(CAST("Informational_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("Administrative_Duration" AS REAL) >= 93.25625 +GROUP BY "TrafficType" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d000b0685e51a94b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d000b0685e51a94b.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a48c37e97de608bb198c6a89181f70c776202e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d000b0685e51a94b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d000b0685e51a94b +-- problem_id: v2p_m6_513499a03be62060 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", AVG(CAST("Region" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "SpecialDay" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d0a489104d7b4181.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d0a489104d7b4181.sql new file mode 100644 index 0000000000000000000000000000000000000000..b3c478fa9740c25296ef60264ae1162a6bb432e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d0a489104d7b4181.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_d0a489104d7b4181 +-- problem_id: v2p_m6_9a776b5896bca60e +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("Informational" AS REAL) AS "Informational", + NTILE(10) OVER (ORDER BY CAST("Informational" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Informational" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "Informational" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d104248c31d27772.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d104248c31d27772.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab477bfa3a5956b8aa66cefb66e5e4733bc02a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d104248c31d27772.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_d104248c31d27772 +-- problem_id: v2p_m6_858ec803cb180977 +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", "TrafficType", + SUM(CAST("Browser" AS REAL)) AS total_measure, + SUM(CAST("Browser" AS REAL)) * 100.0 / SUM(SUM(CAST("Browser" AS REAL))) OVER (PARTITION BY "Month") AS share_within_group +FROM "m6" +GROUP BY "Month", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1327b0e6d7f68d9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1327b0e6d7f68d9.sql new file mode 100644 index 0000000000000000000000000000000000000000..d6e1ff3b4ab27f6797892db8b41b4f1ca5830ba2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1327b0e6d7f68d9.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_d1327b0e6d7f68d9 +-- problem_id: v2p_m6_4963affe3f6ae01a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", + AVG("Informational_value") AS conditional_percentile +FROM ( + SELECT "Administrative", + CAST("Informational" AS REAL) AS "Informational_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Informational" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Revenue" = 'TRUE' +) +WHERE "rn" IN ( + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 1, + CAST((("cnt" - 1) * 0.9) AS INTEGER) + 2 +) +GROUP BY "Administrative" +ORDER BY conditional_percentile DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql new file mode 100644 index 0000000000000000000000000000000000000000..a80fca2df59bed7fc238e925a862a77139350186 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d14c5116b5189e3a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d14c5116b5189e3a +-- problem_id: v2p_m6_e84980cb80563c1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1e95bc5a84edcee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1e95bc5a84edcee.sql new file mode 100644 index 0000000000000000000000000000000000000000..ab0d33d133cb279885b7bd473a5498b49b553533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1e95bc5a84edcee.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_d1e95bc5a84edcee +-- problem_id: v2p_m6_592551ef938ef21a +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Administrative" +HAVING SUM(CAST("SpecialDay" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..bea28e1bae94a4d0c37e4f929f5005cf122d3173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d1febc15bf8694bf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d1febc15bf8694bf +-- problem_id: v2p_m6_0041d11e0e4847ef +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d2932a8a7d825c03.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d2932a8a7d825c03.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e3a4303548daae0b74d893acd457603ae76bd44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d2932a8a7d825c03.sql @@ -0,0 +1,46 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_m6_d2932a8a7d825c03 +-- problem_id: v2p_m6_ea56980adce334cd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "Administrative", + CAST("Administrative_Duration" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY CAST("Administrative_Duration" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "m6" + WHERE "Administrative" IS NOT NULL + AND "Administrative_Duration" IS NOT NULL +), +"target_rank" AS ( + SELECT + "Administrative", + "measure_value", + "rn", + "cnt", + CAST(0.9 * "cnt" AS INTEGER) + CASE + WHEN 0.9 * "cnt" > CAST(0.9 * "cnt" AS INTEGER) THEN 1 + ELSE 0 + END AS "p_rank" + FROM "ranked" +) +SELECT + "Administrative", + "measure_value" AS "percentile_measure" +FROM "target_rank" +WHERE "rn" = "p_rank" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d29a7a1dfa518394.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d29a7a1dfa518394.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbbc397c162595b7e1011961a005cb2d351c5aec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d29a7a1dfa518394.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d29a7a1dfa518394 +-- problem_id: v2p_m6_7731be26633dcbe3 +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("TrafficType" AS REAL) >= 4.0 +GROUP BY "Browser" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d5127adc4d62cb80.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d5127adc4d62cb80.sql new file mode 100644 index 0000000000000000000000000000000000000000..e62c915aaf4abdba8255b9cfc12febab28c57cd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d5127adc4d62cb80.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_d5127adc4d62cb80 +-- problem_id: v2p_m6_3ae8bbc85f60faa1 +-- realization_mode: agent +-- source_kind: agent +SELECT "OperatingSystems", + AVG(CASE WHEN "SpecialDay" = '0.6' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "OperatingSystems" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d62d66e473a5d3c0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d62d66e473a5d3c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..eea58dc290f4c255331282b744de454b8f3fd958 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d62d66e473a5d3c0.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_d62d66e473a5d3c0 +-- problem_id: v2p_m6_85e5f077f469d280 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", AVG(CAST("ProductRelated_Duration" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Region" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d85e982907130808.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d85e982907130808.sql new file mode 100644 index 0000000000000000000000000000000000000000..02d640dc6226d92107992426a6d26ed9e15fbc59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d85e982907130808.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_d85e982907130808 +-- problem_id: v2p_m6_a6d5082678f0e2a2 +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("BounceRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("PageValues" AS REAL) >= 0.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d8826611dd096837.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d8826611dd096837.sql new file mode 100644 index 0000000000000000000000000000000000000000..b8a73ef22bd8cbc42c85fd837e50ebdc681b905b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_d8826611dd096837.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_d8826611dd096837 +-- problem_id: v2p_m6_074d6d6a74377a09 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Informational_Duration", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "Informational_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_db878b4dedba9778.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_db878b4dedba9778.sql new file mode 100644 index 0000000000000000000000000000000000000000..c4eb923702b61f8626eeeebe74acf07d71b063c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_db878b4dedba9778.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_db878b4dedba9778 +-- problem_id: v2p_m6_908f2731dd38eb89 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "Administrative", + CAST("Informational" AS REAL) AS "measure" + FROM "m6" + WHERE "Revenue" = 'FALSE' + AND "Administrative" IS NOT NULL + AND "Informational" IS NOT NULL +), +"ranked" AS ( + SELECT + "Administrative", + "measure", + ROW_NUMBER() OVER ( + PARTITION BY "Administrative" + ORDER BY "measure" + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "Administrative" + ) AS "cnt" + FROM "filtered" +) +SELECT + "Administrative", + "measure" AS "conditional_percentile" +FROM "ranked" +WHERE "rn" = CAST(((0.95 * "cnt") + 0.999999999) AS INTEGER) +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd0eff8871612354.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd0eff8871612354.sql new file mode 100644 index 0000000000000000000000000000000000000000..16ede9863fc652a558a6b03aa6eb2d6fcd31ff1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd0eff8871612354.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_dd0eff8871612354 +-- problem_id: v2p_m6_c62f738cae200137 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Browser" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Browser" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c1a70629fa69f77d4415433c72177361e43c060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dd2bbb161ecf2d79.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tail_pairwise_sparse_slice_v2 +-- query_record_id: v2q_m6_dd2bbb161ecf2d79 +-- problem_id: v2p_m6_84ed67c4855224af +-- realization_mode: agent +-- source_kind: agent +SELECT + "SpecialDay", + "VisitorType", + COUNT(*) AS support +FROM "m6" +GROUP BY "SpecialDay", "VisitorType" +ORDER BY support ASC, "SpecialDay", "VisitorType" +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dde2d4dbcd00c6e1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dde2d4dbcd00c6e1.sql new file mode 100644 index 0000000000000000000000000000000000000000..54b84ea9872f8a404013000a1e1b414018d54b49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dde2d4dbcd00c6e1.sql @@ -0,0 +1,43 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_conditional_group_quantiles +-- query_record_id: v2q_m6_dde2d4dbcd00c6e1 +-- problem_id: v2p_m6_440a3a12f96eccb7 +-- realization_mode: agent +-- source_kind: agent +WITH "filtered" AS ( + SELECT + "TrafficType", + CAST("Region" AS REAL) AS "Region" + FROM "m6" + WHERE "SpecialDay" = '0.6' +), +"ranked" AS ( + SELECT + "TrafficType", + "Region", + ROW_NUMBER() OVER (PARTITION BY "TrafficType" ORDER BY "Region") AS "rn", + COUNT(*) OVER (PARTITION BY "TrafficType") AS "cnt" + FROM "filtered" +), +"percentile_rows" AS ( + SELECT + "TrafficType", + "Region", + "rn", + "cnt", + CAST(((0.9 * "cnt") + 0.999999999) AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "TrafficType", + "Region" AS "conditional_percentile" +FROM "percentile_rows" +WHERE "rn" = "target_rn" +ORDER BY "conditional_percentile" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de340f55c10e29f0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de340f55c10e29f0.sql new file mode 100644 index 0000000000000000000000000000000000000000..3af7c9a610d055468aae1b3043f9a163d8374bce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de340f55c10e29f0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_de340f55c10e29f0 +-- problem_id: v2p_m6_0b364de6e908711c +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", "TrafficType", + SUM(CAST("BounceRates" AS REAL)) AS total_measure, + SUM(CAST("BounceRates" AS REAL)) * 100.0 / SUM(SUM(CAST("BounceRates" AS REAL))) OVER (PARTITION BY "Informational") AS share_within_group +FROM "m6" +GROUP BY "Informational", "TrafficType" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..a48a522c95f922acb476671b1d278fa4115fad51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_de8bfd7c2fff85cf.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_de8bfd7c2fff85cf +-- problem_id: v2p_m6_9fbc63273389395c +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Revenue" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Revenue" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dea7f48e8044f527.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dea7f48e8044f527.sql new file mode 100644 index 0000000000000000000000000000000000000000..da396746a22e55dcecf6369a6d6a16017a7ebd98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dea7f48e8044f527.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_dea7f48e8044f527 +-- problem_id: v2p_m6_460413f798e75f49 +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", + AVG(CASE WHEN "SpecialDay" = '0' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Weekend" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfa887cbfb021cfb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfa887cbfb021cfb.sql new file mode 100644 index 0000000000000000000000000000000000000000..490a0ef91b0f60c0ebd07e00ac17f15449576fc2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfa887cbfb021cfb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_dfa887cbfb021cfb +-- problem_id: v2p_m6_05dd0b3601041667 +-- realization_mode: agent +-- source_kind: agent +SELECT "SpecialDay", SUM(CAST("Browser" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "SpecialDay" +HAVING SUM(CAST("Browser" AS REAL)) > 2.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfb30513faad1aa6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfb30513faad1aa6.sql new file mode 100644 index 0000000000000000000000000000000000000000..b50be036955501ecb7454cec43b360eed2810727 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_dfb30513faad1aa6.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_dfb30513faad1aa6 +-- problem_id: v2p_m6_28272d156d9b995a +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", SUM(CAST("BounceRates" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ProductRelated" AS REAL) >= 38.0 +GROUP BY "Revenue" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1b462790426716a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1b462790426716a.sql new file mode 100644 index 0000000000000000000000000000000000000000..6ba7f13d16a3f0a1b9ba5c72726fc453ca0832a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1b462790426716a.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_e1b462790426716a +-- problem_id: v2p_m6_3d008b507e5565e1 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1f9e17037f6c0b7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1f9e17037f6c0b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..604b31033a4d130efcde86ec9594ad5628d53dfa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e1f9e17037f6c0b7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_e1f9e17037f6c0b7 +-- problem_id: v2p_m6_7679e70d6fdbfbe2 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Administrative", + NTILE(10) OVER (ORDER BY CAST("Administrative" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Administrative" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Administrative" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e24aef71db45b658.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e24aef71db45b658.sql new file mode 100644 index 0000000000000000000000000000000000000000..454571200dd86374b8093e3aa41c360d70f25383 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e24aef71db45b658.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_e24aef71db45b658 +-- problem_id: v2p_m6_cef010b60dc364af +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated_Duration", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "ProductRelated_Duration" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e50476489ccf5f0a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e50476489ccf5f0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a1c3495317c7c31401d0216c497a767e5751dc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_e50476489ccf5f0a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_e50476489ccf5f0a +-- problem_id: v2p_m6_3606e03526e6a360 +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", COUNT(*) AS row_count +FROM "m6" +GROUP BY "TrafficType" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea07be00ad376188.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea07be00ad376188.sql new file mode 100644 index 0000000000000000000000000000000000000000..d7f9d74b937b88813f0afea8a9c62b25c8bc0800 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea07be00ad376188.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_ea07be00ad376188 +-- problem_id: v2p_m6_e52a0f388c106772 +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + "TrafficType", + NTILE(10) OVER (ORDER BY CAST("TrafficType" AS REAL) DESC) AS "tail_bucket" + FROM "m6" +) +SELECT "TrafficType" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY CAST("TrafficType" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea44fbe04ad8c274.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea44fbe04ad8c274.sql new file mode 100644 index 0000000000000000000000000000000000000000..e580638bd8703b202292db35f6ceb087e5108118 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ea44fbe04ad8c274.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_m6_ea44fbe04ad8c274 +-- problem_id: v2p_m6_e2fcafb5237bff9e +-- realization_mode: agent +-- source_kind: agent +SELECT "Browser", COUNT(*) AS row_count +FROM "m6" +GROUP BY "Browser" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql new file mode 100644 index 0000000000000000000000000000000000000000..9051e765203bbe7cc53070a800cb126a9c6a64ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eae41e6f16eb9f86.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_eae41e6f16eb9f86 +-- problem_id: v2p_m6_ec3f1b05eb18225b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational_Duration") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eb0feb430036fca3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eb0feb430036fca3.sql new file mode 100644 index 0000000000000000000000000000000000000000..763f4029efc616d0cba97060bb75a463cd463f27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eb0feb430036fca3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_eb0feb430036fca3 +-- problem_id: v2p_m6_8db1ab94bc16c38f +-- realization_mode: agent +-- source_kind: agent +SELECT "TrafficType", "ProductRelated", + SUM(CAST("Administrative_Duration" AS REAL)) AS total_measure, + SUM(CAST("Administrative_Duration" AS REAL)) * 100.0 / SUM(SUM(CAST("Administrative_Duration" AS REAL))) OVER (PARTITION BY "TrafficType") AS share_within_group +FROM "m6" +GROUP BY "TrafficType", "ProductRelated" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ee70b1bb2a739bec.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ee70b1bb2a739bec.sql new file mode 100644 index 0000000000000000000000000000000000000000..029758a2bffac2c98e39453ec4085ecdf30ab482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ee70b1bb2a739bec.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_ee70b1bb2a739bec +-- problem_id: v2p_m6_db168bdf3e051535 +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", + AVG(CASE WHEN "VisitorType" = 'Returning_Visitor' THEN 1 ELSE 0 END) AS condition_rate +FROM "m6" +GROUP BY "Informational" +ORDER BY condition_rate DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eed2af41297c3d25.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eed2af41297c3d25.sql new file mode 100644 index 0000000000000000000000000000000000000000..8213923bd7fdfa9ca74bd48948028909a5eae98e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_eed2af41297c3d25.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_eed2af41297c3d25 +-- problem_id: v2p_m6_e584d234385bc456 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Administrative" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Administrative" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f04f50d744daa18c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f04f50d744daa18c.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac11263fe83354d4c2d6c0b59d869ce04ae98abd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f04f50d744daa18c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_m6_f04f50d744daa18c +-- problem_id: v2p_m6_4695561641464d3d +-- realization_mode: agent +-- source_kind: agent +SELECT "Weekend", SUM(CAST("ProductRelated_Duration" AS REAL)) AS total_measure +FROM "m6" +WHERE CAST("ExitRates" AS REAL) >= 0.05 +GROUP BY "Weekend" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f0cacaa31338b2e3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f0cacaa31338b2e3.sql new file mode 100644 index 0000000000000000000000000000000000000000..f944b81fff9e451f28a99ca16d5e6bacdb18bf2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f0cacaa31338b2e3.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_m6_f0cacaa31338b2e3 +-- problem_id: v2p_m6_3007226a1ad2bb00 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "Browser", + NTILE(10) OVER (ORDER BY CAST("Browser" AS REAL) DESC) AS tail_bucket + FROM "m6" +) +SELECT "Browser" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("Browser" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f2190826f2800103.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f2190826f2800103.sql new file mode 100644 index 0000000000000000000000000000000000000000..eaf095280c9579519c15ab51dec75bcd0234dfac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f2190826f2800103.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_m6_f2190826f2800103 +-- problem_id: v2p_m6_fff4bff2837d584e +-- realization_mode: agent +-- source_kind: agent +SELECT "Informational", AVG(CAST("Browser" AS REAL)) AS avg_measure +FROM "m6" +GROUP BY "Informational" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f32d59b3cf221322.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f32d59b3cf221322.sql new file mode 100644 index 0000000000000000000000000000000000000000..8323f45007699ea24a1c57074acb8a13629e56fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f32d59b3cf221322.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: dependency_strength_similarity +-- intended_facet_id: pairwise_conditional_dependency +-- variant_semantic_role: focused_target_view +-- template_id: tpl_tpcds_within_group_share +-- query_record_id: v2q_m6_f32d59b3cf221322 +-- problem_id: v2p_m6_4a0db35bbe719a6d +-- realization_mode: agent +-- source_kind: agent +SELECT "Revenue", "ExitRates", + SUM(CAST("ProductRelated" AS REAL)) AS total_measure, + SUM(CAST("ProductRelated" AS REAL)) * 100.0 / SUM(SUM(CAST("ProductRelated" AS REAL))) OVER (PARTITION BY "Revenue") AS share_within_group +FROM "m6" +GROUP BY "Revenue", "ExitRates" +ORDER BY share_within_group DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql new file mode 100644 index 0000000000000000000000000000000000000000..30d82f596639f2523f9a4057852a7353509c7617 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f757ee1ce697ba69.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f757ee1ce697ba69 +-- problem_id: v2p_m6_3a9953afb19caeaa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "Administrative", + COUNT(*) AS support, + AVG("Administrative_Duration") AS avg_response +FROM "m6" +GROUP BY "Administrative" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f84841405bbd5f18.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f84841405bbd5f18.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f946a257d4a831282608783ae93becb3e57a5ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f84841405bbd5f18.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_f84841405bbd5f18 +-- problem_id: v2p_m6_3483c70e740f28be +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "ProductRelated", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "ProductRelated" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..cec2fc8711f1f01c0409532ae79cb46ac80c56cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_f8756f75d7cab5d8.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: value_imbalance_profile +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_m6_f8756f75d7cab5d8 +-- problem_id: v2p_m6_fe977419579edceb +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Informational" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Informational" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fd3fd95349e3d5b2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fd3fd95349e3d5b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..07143e5d83d02dd1cc3cfa7e80b9f5da8cbb8b96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fd3fd95349e3d5b2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_fd3fd95349e3d5b2 +-- problem_id: v2p_m6_9e49aa5c68dd8170 +-- realization_mode: agent +-- source_kind: agent +SELECT "Administrative", SUM(CAST("SpecialDay" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Administrative" +HAVING SUM(CAST("SpecialDay" AS REAL)) > 0.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe3696b5eeea0027.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe3696b5eeea0027.sql new file mode 100644 index 0000000000000000000000000000000000000000..9ecdd0c21029002bc658a699196a5d80f26f2027 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe3696b5eeea0027.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_m6_fe3696b5eeea0027 +-- problem_id: v2p_m6_4c9fd1b58b417e8d +-- realization_mode: agent +-- source_kind: agent +SELECT "Month", SUM(CAST("Region" AS REAL)) AS total_measure +FROM "m6" +GROUP BY "Month" +HAVING SUM(CAST("Region" AS REAL)) > 4.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe5d21a0bcf8fca1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe5d21a0bcf8fca1.sql new file mode 100644 index 0000000000000000000000000000000000000000..56929fba22ec7d5c88da0aa5aa44a6a923a8033f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fe5d21a0bcf8fca1.sql @@ -0,0 +1,18 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: within_group_proportion +-- template_id: tpl_m4_group_condition_rate +-- query_record_id: v2q_m6_fe5d21a0bcf8fca1 +-- problem_id: v2p_m6_47f59b6c5c9f06e0 +-- realization_mode: agent +-- source_kind: agent +SELECT "Region", + AVG(CASE WHEN "VisitorType" = 'New_Visitor' THEN 1 ELSE 0 END) AS "condition_rate" +FROM "m6" +GROUP BY "Region" +ORDER BY "condition_rate" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fead4bed7b341530.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fead4bed7b341530.sql new file mode 100644 index 0000000000000000000000000000000000000000..22a436fb9b1fb10fd880f00c97e910c656ce6b01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_fead4bed7b341530.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_m6_fead4bed7b341530 +-- problem_id: v2p_m6_34f828d74251bdb4 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "TrafficType", + COUNT(*) AS support, + AVG("Informational") AS avg_response +FROM "m6" +GROUP BY "TrafficType" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ff3e139a48c76481.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ff3e139a48c76481.sql new file mode 100644 index 0000000000000000000000000000000000000000..bce3e981507437da1b1962dc479b536af13c125f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/m6/sql/v2q_m6_ff3e139a48c76481.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: m6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_m6_ff3e139a48c76481 +-- problem_id: v2p_m6_fc39e5e9e0d8ddf5 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "Region" AS value_label, COUNT(*) AS support + FROM "m6" + GROUP BY "Region" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..384eb2f5d197dc74b2ff25bcf7cb0abdbf848f14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a55907a74bab61215c5e932338c5bc59d29f9b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_000613133e40d595", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11135.98, + "sql_execution_elapsed_ms_total": 18.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_000613133e40d595\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e6115d72a1778a14df9c871b2bfec0c63a5a5088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:19.074602+00:00", + "ended_at": "2026-05-04T08:15:30.210163+00:00", + "elapsed_ms": 11135.98, + "prompt_metrics": { + "chars": 8604, + "bytes_utf8": 8604, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 790, + "bytes_utf8": 790, + "lines": 4, + "estimated_tokens": 244 + }, + "stderr_metrics": { + "chars": 22082, + "bytes_utf8": 22082, + "lines": 30, + "estimated_tokens": 12512 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 457, + "bytes_utf8": 457, + "lines": 1, + "estimated_tokens": 129 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 158 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb16793b2f1097f731843816fdf5ff3f0b2b56c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bc9a98bb99ad43c7d158e4de163c2cf35165504 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-56b0-7103-b5d8-5226c66b4e4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X3\\\" AS REAL) AS \\\"X3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X3\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X3\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"X3\\\" and cast to REAL because the schema stores feature columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":158}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a88c831b881d903a4cd5412bf0343659729a9d6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X3\" AS REAL) AS \"X3\",\n NTILE(10) OVER (ORDER BY CAST(\"X3\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X3\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"X3\" and cast to REAL because the schema stores feature columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..54ac5f16a307b27ba3c89d02a38b5bb046ccea94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:15:19.282305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:21.720543Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...
+2026-05-04T08:15:29.304071Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..acd3ae8cfaeacb8018516e84da5f608f273a6036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3. +Result preview: [{"X3": 238.0}, {"X3": 222.0}, {"X3": 222.0}, {"X3": 218.0}, {"X3": 210.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8f8fc90c0a3909a906e9f0b8b44074f38bc070c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_000613133e40d595 +-- problem_id: v2p_n6_41d15416613aae1a +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X3" AS REAL) AS "X3", + NTILE(10) OVER (ORDER BY CAST("X3" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X3" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X3" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..38f2a6c4376e1540a6bd25831864353201cf6cd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X3\" AS REAL) AS \"X3\",\n NTILE(10) OVER (ORDER BY CAST(\"X3\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X3\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X3\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X3\\\" AS REAL) AS \\\"X3\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X3\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X3\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X3\\\" DESC;\", \"columns\": [\"X3\"], \"rows\": [{\"X3\": 238.0}, {\"X3\": 222.0}, {\"X3\": 222.0}, {\"X3\": 218.0}, {\"X3\": 210.0}, {\"X3\": 209.0}, {\"X3\": 204.0}, {\"X3\": 201.0}, {\"X3\": 185.0}, {\"X3\": 180.0}, {\"X3\": 176.0}, {\"X3\": 173.0}, {\"X3\": 173.0}, {\"X3\": 172.0}, {\"X3\": 170.0}, {\"X3\": 169.0}, {\"X3\": 166.0}, {\"X3\": 165.0}, {\"X3\": 163.0}, {\"X3\": 162.0}, {\"X3\": 161.0}, {\"X3\": 160.0}, {\"X3\": 160.0}, {\"X3\": 149.0}, {\"X3\": 148.0}, {\"X3\": 148.0}, {\"X3\": 142.0}, {\"X3\": 140.0}, {\"X3\": 139.0}, {\"X3\": 138.0}, {\"X3\": 138.0}, {\"X3\": 137.0}, {\"X3\": 137.0}, {\"X3\": 136.0}, {\"X3\": 134.0}, {\"X3\": 133.0}, {\"X3\": 133.0}, {\"X3\": 132.0}, {\"X3\": 132.0}, {\"X3\": 132.0}, {\"X3\": 131.0}, {\"X3\": 131.0}, {\"X3\": 130.0}, {\"X3\": 128.0}, {\"X3\": 128.0}, {\"X3\": 127.0}, {\"X3\": 127.0}, {\"X3\": 127.0}, {\"X3\": 126.0}, {\"X3\": 126.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1abfc7ec58584aed85fb319014dafd64dd1dd3be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:15:19.070909+00:00", + "ended_at": "2026-05-04T08:15:30.253639+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_000613133e40d595", + "problem_id": "v2p_n6_41d15416613aae1a", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=114" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_000613133e40d595.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_000613133e40d595", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 158, + "total_tokens": 22943, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 129, + "estimated_total_tokens": 2823, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11135.98, + "sql_execution_elapsed_ms_total": 18.3, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_000613133e40d595\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c95d194eaaa701487fac1571745bc6e02822a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_000613133e40d595/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:30.228091+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11135.98, "started_at": "2026-05-04T08:15:19.074602+00:00", "ended_at": "2026-05-04T08:15:30.210163+00:00", "prompt_metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 457, "bytes_utf8": 457, "lines": 1, "estimated_tokens": 129}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 158}, "stderr_preview": "2026-05-04T08:15:19.282305Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:21.720543Z WARN codex_analytics::client: events failed with status 403 Forbidden: Just a moment...= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30bb18f30ab048098f150033a3711a0f881afaf0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_007bbcb8c76d1056\n-- problem_id: v2p_n6_47f6b7f95ce28eef\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_007bbcb8c76d1056\\n-- problem_id: v2p_n6_47f6b7f95ce28eef\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": 1.1230366492146597}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": -0.0440771349862259}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.8038674033149171}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": -0.8856304985337243}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": -2.316993464052288}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.22847682119205298}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": -0.5824561403508772}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": -0.948339483394834}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": -0.3453815261044177}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": -2.580508474576271}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": -2.6946902654867255}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": -0.8461538461538461}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": -1.5296803652968036}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -2.25531914893617}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": -2.164705882352941}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": -3.857142857142857}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": -1.9096385542168675}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -0.36496350364963503}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": -2.109090909090909}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": 1.0275229357798166}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": 2.1666666666666665}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": -5.34065934065934}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": -5.280898876404494}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": -4.2894736842105265}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": 5.5285714285714285}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": 2.7903225806451615}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -5.9}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": -4.224137931034483}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": -4.0}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": 0.4117647058823529}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 8.44}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -1.04}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": -8.543478260869565}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": -4.511627906976744}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": -5.372093023255814}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -0.21951219512195122}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": 2.4324324324324325}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": 0.7837837837837838}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": -5.142857142857143}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -1.5294117647058822}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": -8.176470588235293}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 1.3636363636363635}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -9.030303030303031}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": -11.242424242424242}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 0.25}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": -11.28125}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": -11.266666666666667}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 10.310344827586206}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 2.103448275862069}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -6.793103448275862}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4ec8c822e434e9573c9aff9a7b793c7163f5cdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.460180+00:00", + "ended_at": "2026-05-04T08:20:39.470392+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_007bbcb8c76d1056", + "problem_id": "v2p_n6_47f6b7f95ce28eef", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=3", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_007bbcb8c76d1056.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_007bbcb8c76d1056/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..13717a450a9de5d96ce8f5ea65871bbcf4fe0a72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..52128a62a11a8f85a09810261389fbcf0e6c762f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00ce041ddf1552cf", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 170, + "total_tokens": 22979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15402.63, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_00ce041ddf1552cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b0c602311af1b06a89bc80f84ed48fb1f50c8e6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:07.256292+00:00", + "ended_at": "2026-05-04T07:55:22.659658+00:00", + "elapsed_ms": 15402.63, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 501, + "bytes_utf8": 501, + "lines": 1, + "estimated_tokens": 137 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 170 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fce612d9cc6d38c2234c676bdd070ecbef168c55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de2e37a3ec2d077e59333d7a06cabbd754f7fe68 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-d8e8-7962-a177-ed584c4ea95f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X10\\\", predicate_col=\\\"X7\\\", predicate_op=\\\">=\\\", predicate_value=6.0, and top_k=12. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":22400,"output_tokens":170}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9e4bf3c36bd00362b5af98c0656ee4c3af543a75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the required Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X10\", predicate_col=\"X7\", predicate_op=\">=\", predicate_value=6.0, and top_k=12. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..08d57eb9b2283ffc986f975273f92f823bdf7157 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:07.416206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:09.960780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:21.986505Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6527c40818d0aa3c89e28fbc0408d16ed2ac42c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "0", "total_measure": 19009.0}, {"y": "1", "total_measure": 5783.0}, {"y": "3", "total_measure": 1391.0}, {"y": "2", "total_measure": 614.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12e23ae1f95240a3386a2f3dadc39301c4132a48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_00ce041ddf1552cf +-- problem_id: v2p_n6_10dc71226935721b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9683a7d752dc223da58b8caadf6691478d64bc2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 19009.0}, {\"y\": \"1\", \"total_measure\": 5783.0}, {\"y\": \"3\", \"total_measure\": 1391.0}, {\"y\": \"2\", \"total_measure\": 614.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..be4c37c265d0f37e066f2624da4acae7461ce50e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:55:07.253459+00:00", + "ended_at": "2026-05-04T07:55:22.690873+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_00ce041ddf1552cf", + "problem_id": "v2p_n6_10dc71226935721b", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=1/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_00ce041ddf1552cf.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00ce041ddf1552cf", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 170, + "total_tokens": 22979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15402.63, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_00ce041ddf1552cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9be5267055176802132d105011802b32ce60c36c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:22.680130+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15402.63, "started_at": "2026-05-04T07:55:07.256292+00:00", "ended_at": "2026-05-04T07:55:22.659658+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 501, "bytes_utf8": 501, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 170}, "stderr_preview": "2026-05-04T07:55:07.416206Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:09.960780Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the required Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X10\\\", predicate_col=\\\"X7\\\", predicate_op=\\\">=\\\", predicate_value=6.0, and top_k=12. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2d695b0b8ac5663526a5381d971399aba3a8f933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_00ce041ddf1552cf/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_00ce041ddf1552cf", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 170, + "total_tokens": 22979, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2857, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15402.63, + "sql_execution_elapsed_ms_total": 3.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_00ce041ddf1552cf\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32d6754cd5bbad08bf5e0f5a29c65ffcc6d096c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5b6949bc51a2927e1adfa59cf96e63a8002f0580 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_037be27a63d1587d", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12799.72, + "sql_execution_elapsed_ms_total": 6.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_037be27a63d1587d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8bf36199c3d2f38299408cb64a96204f36a394fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:27.015151+00:00", + "ended_at": "2026-05-04T08:17:39.813415+00:00", + "elapsed_ms": 12799.72, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 800, + "bytes_utf8": 800, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13203 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 466, + "bytes_utf8": 466, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 201 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3373a2264e544a4c08db40e4a1fdb98e0760343 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..30afc6c444639d99b4b9a405cafa94c52e723198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-4a66-7971-bb3b-9795f62f17fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X5\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". CAST(\\\"X5\\\" AS REAL) was applied because the schema stores feature columns as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..12263412ffec4584b3acc2671b708609aafa1388 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X5\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the planned Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X5\". CAST(\"X5\" AS REAL) was applied because the schema stores feature columns as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b16d47cc9df9c37eebe4c40e37b66dce417533 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:27.191319Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:29.692057Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:38.954712Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..38f9f3972cc6caacaaeb93ea5cf400b654f03387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "total_measure": 12044.0}, {"y": "3", "total_measure": 252.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ffa6102b14bfaf9b4261b116c725f385c466e98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_037be27a63d1587d +-- problem_id: v2p_n6_fd165ea7afe40e2f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X5" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..668b04add78c95e4e3dee29491a2e9f34e86a2c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X5\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X5\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 12044.0}, {\"y\": \"3\", \"total_measure\": 252.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..606b5acd6db1d43015d3507d722c7ba378f752d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:17:27.012854+00:00", + "ended_at": "2026-05-04T08:17:39.876780+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_037be27a63d1587d", + "problem_id": "v2p_n6_fd165ea7afe40e2f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_037be27a63d1587d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_037be27a63d1587d", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12799.72, + "sql_execution_elapsed_ms_total": 6.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_037be27a63d1587d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a6206cb12a6adbb2ee1ca5eb93645521769aa5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:39.858716+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12799.72, "started_at": "2026-05-04T08:17:27.015151+00:00", "ended_at": "2026-05-04T08:17:39.813415+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 466, "bytes_utf8": 466, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 201}, "stderr_preview": "2026-05-04T08:17:27.191319Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:29.692057Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 6.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". CAST(\\\"X5\\\" AS REAL) was applied because the schema stores feature columns as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3be6e890855a5ae8215cffab37823858336cea9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_037be27a63d1587d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_037be27a63d1587d", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 201, + "total_tokens": 22973, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12799.72, + "sql_execution_elapsed_ms_total": 6.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_037be27a63d1587d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8854dcce5cd65498e68a8bf130ac973f100429a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8802dab94c20209a6650f506f0e9e241eb39b4a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_04721d18ee303b3b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12944.48, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_04721d18ee303b3b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4cbdeb9e968883183f1daddc57e0630929b8ae11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:39.885116+00:00", + "ended_at": "2026-05-04T08:17:52.829698+00:00", + "elapsed_ms": 12944.48, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 774, + "bytes_utf8": 774, + "lines": 4, + "estimated_tokens": 229 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58bd7a6e4952e2d0b04f8e57e2d46f8d43ec3b74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e19b6b33ac6daa399bf6aa215f76465a8530ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-7cf6-7691-85d8-89a64bc082df"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X6\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X6\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c3709269e60187f214c030abb60f6c3ddbdeaf3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X6\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X6\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..816171ffc6947840387a0b2235cc2e2344676f01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:40.162992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:42.562078Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:52.039624Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..08fe56df6e2e5c21b24241ece7a94bf18c42e2f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "1", "total_measure": 5409.0}, {"y": "3", "total_measure": 662.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d5badf3826919a67924c890a497887429194eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_04721d18ee303b3b +-- problem_id: v2p_n6_f44d54bbb4c7a63f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X6" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f0274d383e1f88c3011b54d8eeb756c97c68b400 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X6\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X6\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 5409.0}, {\"y\": \"3\", \"total_measure\": 662.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d5e2b5dde2cc120ceb6a9353ff99be33375b132a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:17:39.881183+00:00", + "ended_at": "2026-05-04T08:17:52.861546+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_04721d18ee303b3b", + "problem_id": "v2p_n6_f44d54bbb4c7a63f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_04721d18ee303b3b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_04721d18ee303b3b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12944.48, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_04721d18ee303b3b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3ae2f0f344b5401567b1616b5dc2f180d9b7a74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:52.849073+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12944.48, "started_at": "2026-05-04T08:17:39.885116+00:00", "ended_at": "2026-05-04T08:17:52.829698+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:17:40.162992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:42.562078Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X6\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c93da814efe20bff4837c7b35961a9533cc12e3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_04721d18ee303b3b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_04721d18ee303b3b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12944.48, + "sql_execution_elapsed_ms_total": 4.88, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_04721d18ee303b3b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3ad720d717bf4a5346dd993f14bf4c25d403326 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X4": "-1", "support": 304, "avg_response": 1.138157894736842}, {"X4": "2", "support": 301, "avg_response": 2.46843853820598}, {"X4": "-3", "support": 286, "avg_response": 2.0244755244755246}, {"X4": "3", "support": 280, "avg_response": 1.5107142857142857}, {"X4": "-4", "support": 279, "avg_response": -0.3978494623655914}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..47a959316147082376a2dd352eb791d587558670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_050141b67d59de2c +-- problem_id: v2p_n6_c3dcecbd7fc9aa1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec44670731498d23191dd7eccc70594e4a80822b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_050141b67d59de2c\n-- problem_id: v2p_n6_c3dcecbd7fc9aa1e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_050141b67d59de2c\\n-- problem_id: v2p_n6_c3dcecbd7fc9aa1e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 1.138157894736842}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": 2.46843853820598}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 2.0244755244755246}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 1.5107142857142857}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -0.3978494623655914}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": 0.04198473282442748}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": 0.1434108527131783}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": 2.072}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": 0.4661016949152542}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": 1.025531914893617}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 2.4813084112149535}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": 2.7095238095238097}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.435}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": 0.8549222797927462}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.22994652406417113}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": -0.3942857142857143}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 2.9625}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": 1.3241379310344827}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -0.3142857142857143}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": 2.372262773722628}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": 1.8091603053435115}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": 1.7851239669421488}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 5.105263157894737}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 4.669811320754717}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -0.25252525252525254}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": 1.2526315789473683}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": -0.15053763440860216}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 2.7386363636363638}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": 3.4935064935064934}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": 1.394736842105263}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": 1.8333333333333333}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 4.328125}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -5.754098360655738}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 3.5925925925925926}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 1.3888888888888888}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 7.0212765957446805}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 8.025}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 3.8}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -2.525}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -7.375}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -0.7222222222222222}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -12.722222222222221}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": 7.457142857142857}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -4.485714285714286}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": 6.411764705882353}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -12.382352941176471}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 2.090909090909091}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 0.7575757575757576}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": 0.5454545454545454}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 1.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..637eb03e9aca985c272ccbd0632ff2251cbf6c1d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.545389+00:00", + "ended_at": "2026-05-04T08:20:39.555074+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_050141b67d59de2c", + "problem_id": "v2p_n6_c3dcecbd7fc9aa1e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=10", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 10, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_050141b67d59de2c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_050141b67d59de2c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79462bb4578c7de490c78a83f0f43b2df134f7ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8429, "bytes_utf8": 8429, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5eb748050e5b6b2173037b3f866d5925ba77f06e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0660d74e566356e9", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18205.42, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0660d74e566356e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d82dc96f01934391e0b5b9c05cd3a23e2eba9fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:46:28.803457+00:00", + "ended_at": "2026-05-04T07:46:47.008807+00:00", + "elapsed_ms": 18205.42, + "prompt_metrics": { + "chars": 8429, + "bytes_utf8": 8429, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 686, + "bytes_utf8": 686, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13261 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a607b4024fe9d8878ca6a2e36019138d36dc5998 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..318bfee60a8ea9e87fdd1349a37b445eda62b9bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-effd-7700-a8bb-be8109458239"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..041f10b52828f00adb8c2185962f457346e864f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X15\". CAST to REAL is necessary because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de50a3c016be55c2e13b996eb8108b101ad4f865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:29.094923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:31.926891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:46.124048Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be26b39f7ac9f5671d29252b61376d26048810f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "avg_measure": -0.2175}, {"y": "2", "avg_measure": -0.671}, {"y": "1", "avg_measure": -1.806}, {"y": "0", "avg_measure": -14.727}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..123c902b581416e162fd9bb0b08bd5b91ae4f938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_0660d74e566356e9 +-- problem_id: v2p_n6_77a72fa5ce79d69f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3667f5e78ce8baf3ad746fd954851bad8896901f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.2175}, {\"y\": \"2\", \"avg_measure\": -0.671}, {\"y\": \"1\", \"avg_measure\": -1.806}, {\"y\": \"0\", \"avg_measure\": -14.727}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30aff044a98b0fbc98b1547715d8ab6945d18d62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:46:28.799987+00:00", + "ended_at": "2026-05-04T07:46:47.035596+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0660d74e566356e9", + "problem_id": "v2p_n6_77a72fa5ce79d69f", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0660d74e566356e9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0660d74e566356e9", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18205.42, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0660d74e566356e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..724a298be0b198902d812ef4e6c99be991a7a8b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0660d74e566356e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:47.027854+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18205.42, "started_at": "2026-05-04T07:46:28.803457+00:00", "ended_at": "2026-05-04T07:46:47.008807+00:00", "prompt_metrics": {"chars": 8429, "bytes_utf8": 8429, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:46:29.094923Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:31.926891Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b4548160f46846f9829d09be91fc407436c6a55e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-5c01-74d3-a528-dedfbcab2a36"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\",\"notes\":\"Used the required template with group_col=\\\"y\\\" and the provided filter binding \\\"y\\\" = '0'. Since the filter and group column are the same, this returns the support count for subgroup y='0'.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22773,"cached_input_tokens":19840,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4ba8321bdc3b5eb2006df2d019aa3441607e15c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;","notes":"Used the required template with group_col=\"y\" and the provided filter binding \"y\" = '0'. Since the filter and group column are the same, this returns the support count for subgroup y='0'."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c7317a1f16cf339ef5beaba92405d4f1acbc0449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:29.030885Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:31.383939Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:41.125824Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9a46ff3e96314ea263aaa5f7e42d1eee89487dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0d4ed8a2d5d39fe308b94cc13d2ce58aa1461bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_06f674ff8c887077 +-- problem_id: v2p_n6_f22625a621722eef +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88fbaa1d76c33c8a56777a44a6601590f60f0d75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 2000}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..401ba1ddb57f24d7f26c16dfdbc51a52fbac69d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:41:28.774829+00:00", + "ended_at": "2026-05-04T07:41:42.017885+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_06f674ff8c887077", + "problem_id": "v2p_n6_f22625a621722eef", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_06f674ff8c887077.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_06f674ff8c887077", + "api_calls": 0, + "input_tokens": 22773, + "cached_input_tokens": 19840, + "output_tokens": 153, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2684, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2787, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13212.48, + "sql_execution_elapsed_ms_total": 2.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_06f674ff8c887077\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f786978b4a764c68a494b37343f0b5f2433f1735 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_06f674ff8c887077/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:42.008053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13212.48, "started_at": "2026-05-04T07:41:28.777798+00:00", "ended_at": "2026-05-04T07:41:41.988531+00:00", "prompt_metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 302, "estimated_tokens": 2684}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22773, "cached_input_tokens": 19840, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:41:29.030885Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:31.383939Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c2a5d186fe04d5e780d9d55cdfe971fa0b8b860 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-090f-7f60-b95b-a137960f866a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X3\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '2'\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X3\\\", and predicate \\\"y\\\" = '2'. CAST to REAL is used because the schema stores numeric-looking feature columns as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22804,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ad1387c1e7fc5ffe4b875627d915e5e23cd5f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X3\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE \"y\" = '2'\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X3\", and predicate \"y\" = '2'. CAST to REAL is used because the schema stores numeric-looking feature columns as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f48afe8255239ad8aa472f904ea49b5c55d33ecb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:03.145960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:05.569849Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:13.676936Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3bb7e9bfd1dfaf5167927f44f54224c6504cbc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "2", "total_measure": -893.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b9f3c6b1a3e78e49e5f05a1c950649ec9272ae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_09778cae46a5e203 +-- problem_id: v2p_n6_6e5044b08b7475e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X3" AS REAL)) AS total_measure +FROM "n6" +WHERE "y" = '2' +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21f426908871e5d4defb97c133dd04cf88f12d24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X3\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE \"y\" = '2'\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X3\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '2'\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"2\", \"total_measure\": -893.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7bd2b067cc3a1f863e725ebbd8881cb5890ca495 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:52:02.833385+00:00", + "ended_at": "2026-05-04T07:52:14.625807+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_09778cae46a5e203", + "problem_id": "v2p_n6_6e5044b08b7475e7", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "2", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_09778cae46a5e203.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_09778cae46a5e203", + "api_calls": 0, + "input_tokens": 22804, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2715, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2833, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11759.54, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_09778cae46a5e203\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..278d567274d60d9101267c8c9348bdb327c07360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_09778cae46a5e203/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:14.614728+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11759.54, "started_at": "2026-05-04T07:52:02.836543+00:00", "ended_at": "2026-05-04T07:52:14.596091+00:00", "prompt_metrics": {"chars": 8690, "bytes_utf8": 8690, "lines": 304, "estimated_tokens": 2715}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22804, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:52:03.145960Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:05.569849Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0130dd5098b273fd9ce8c771b4d6f821f3cc72bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-fd72-7dd0-a2b2-eed537f6e01a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"X14\\\" AS REAL) AS \\\"X14\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X14\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X14\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X14\\\" DESC;\",\"notes\":\"Used the requested Quantile Tail Slice template with measure_col bound to X14. CAST to REAL is necessary because the SQLite schema stores X14 as TEXT, and numeric ordering is required for correct tail slicing.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":2432,"output_tokens":202}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..167af45429c0459615082b54cc393feab2f19c87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"X14\" AS REAL) AS \"X14\",\n NTILE(10) OVER (ORDER BY CAST(\"X14\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X14\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X14\" DESC;","notes":"Used the requested Quantile Tail Slice template with measure_col bound to X14. CAST to REAL is necessary because the SQLite schema stores X14 as TEXT, and numeric ordering is required for correct tail slicing."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2a430e07c78aab57b2b19da1baa68a19716d612 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:13:50.912362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:00.940825Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:14:09.869286Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a87ac5cc453d889b486b2f741626569e00250c2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14. +Result preview: [{"X14": 291.0}, {"X14": 222.0}, {"X14": 204.0}, {"X14": 197.0}, {"X14": 196.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e849c2c20acb9435d6776a7240006da6655bc11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_0a3cba3e4489dbc7 +-- problem_id: v2p_n6_630201cd641bafec +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("X14" AS REAL) AS "X14", + NTILE(10) OVER (ORDER BY CAST("X14" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X14" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X14" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..215bf3c5958b01ecd9e06e407985ad41fc8bdc16 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT\n CAST(\"X14\" AS REAL) AS \"X14\",\n NTILE(10) OVER (ORDER BY CAST(\"X14\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X14\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X14\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT\\n CAST(\\\"X14\\\" AS REAL) AS \\\"X14\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X14\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X14\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X14\\\" DESC;\", \"columns\": [\"X14\"], \"rows\": [{\"X14\": 291.0}, {\"X14\": 222.0}, {\"X14\": 204.0}, {\"X14\": 197.0}, {\"X14\": 196.0}, {\"X14\": 192.0}, {\"X14\": 187.0}, {\"X14\": 184.0}, {\"X14\": 182.0}, {\"X14\": 178.0}, {\"X14\": 173.0}, {\"X14\": 171.0}, {\"X14\": 167.0}, {\"X14\": 163.0}, {\"X14\": 159.0}, {\"X14\": 157.0}, {\"X14\": 157.0}, {\"X14\": 157.0}, {\"X14\": 151.0}, {\"X14\": 150.0}, {\"X14\": 150.0}, {\"X14\": 148.0}, {\"X14\": 148.0}, {\"X14\": 148.0}, {\"X14\": 147.0}, {\"X14\": 146.0}, {\"X14\": 145.0}, {\"X14\": 143.0}, {\"X14\": 142.0}, {\"X14\": 142.0}, {\"X14\": 138.0}, {\"X14\": 136.0}, {\"X14\": 136.0}, {\"X14\": 135.0}, {\"X14\": 130.0}, {\"X14\": 129.0}, {\"X14\": 129.0}, {\"X14\": 129.0}, {\"X14\": 126.0}, {\"X14\": 126.0}, {\"X14\": 124.0}, {\"X14\": 123.0}, {\"X14\": 121.0}, {\"X14\": 121.0}, {\"X14\": 120.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 119.0}, {\"X14\": 118.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 22.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..43901ef3907ee9313dc706b07b2397e91dde04f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:13:50.691638+00:00", + "ended_at": "2026-05-04T08:14:12.973251+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0a3cba3e4489dbc7", + "problem_id": "v2p_n6_630201cd641bafec", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=109" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0a3cba3e4489dbc7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0a3cba3e4489dbc7", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 2432, + "output_tokens": 202, + "total_tokens": 22987, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2844, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22236.04, + "sql_execution_elapsed_ms_total": 22.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0a3cba3e4489dbc7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..beb0162c2bb57fcda9828c99ba817323dd41ad51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a3cba3e4489dbc7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:12.943049+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22236.04, "started_at": "2026-05-04T08:13:50.694685+00:00", "ended_at": "2026-05-04T08:14:12.930857+00:00", "prompt_metrics": {"chars": 8605, "bytes_utf8": 8605, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 524, "bytes_utf8": 524, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22785, "cached_input_tokens": 2432, "output_tokens": 202}, "stderr_preview": "2026-05-04T08:13:50.912362Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:00.940825Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:14:09.869286Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T07:38:52.945700Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..63fe47b8fb5eb8228636c0be63bd008a44b50138 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_0a61ccd00cd952c4 +-- problem_id: v2p_n6_36e886c6ac1a3de4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4ed0f04c6ab0d3e281cc5e982de3fa7dde18fb28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2b7b5329d2e72dfd47063f1153ea04ec83797650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:38:42.920641+00:00", + "ended_at": "2026-05-04T07:38:53.903627+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0a61ccd00cd952c4", + "problem_id": "v2p_n6_36e886c6ac1a3de4", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=1" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0a61ccd00cd952c4.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0a61ccd00cd952c4", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10946.11, + "sql_execution_elapsed_ms_total": 4.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0a61ccd00cd952c4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dce20aed24ec132e176c3b6fd78da8856942f90b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0a61ccd00cd952c4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:53.890651+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10946.11, "started_at": "2026-05-04T07:38:42.923470+00:00", "ended_at": "2026-05-04T07:38:53.869692+00:00", "prompt_metrics": {"chars": 8340, "bytes_utf8": 8340, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 288, "bytes_utf8": 288, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:38:43.128702Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:45.711398Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9a57c63945fa6e55fad8031de056ddf4499aa338 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_0b69b6322a3db1c6\n-- problem_id: v2p_n6_d44f122ef0069d1a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_0b69b6322a3db1c6\\n-- problem_id: v2p_n6_d44f122ef0069d1a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": -2.5176470588235293}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": -0.8111455108359134}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": -2.340764331210191}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": -1.4569536423841059}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": -0.5083612040133779}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -2.5306122448979593}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -1.5910652920962198}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": -0.686411149825784}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": -0.8666666666666667}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 2.026923076923077}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -5.6344537815126055}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": -0.2145922746781116}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -4.0963302752293576}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": -3.704761904761905}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 0.4207650273224044}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 2.0112994350282487}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -5.380116959064328}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -3.664705882352941}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 3.6319444444444446}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -2.6929133858267718}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -3.0793650793650795}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 6.137614678899083}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 2.2527472527472527}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -13.876404494382022}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.642857142857143}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -7.65}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": -2.4210526315789473}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.246376811594203}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": -2.6769230769230767}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -7.169491525423729}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.5517241379310347}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 2.719298245614035}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -5.666666666666667}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -10.716981132075471}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 4.0588235294117645}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 0.8627450980392157}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 6.341463414634147}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -14.121951219512194}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -6.27027027027027}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -9.18918918918919}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": 7.8}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 2.2857142857142856}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": -0.5882352941176471}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": -4.911764705882353}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -7.5625}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": -8.548387096774194}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": -9.571428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -7.777777777777778}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -1.5909090909090908}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -13.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bc91f6faf91ae7edcacca2a10280f17771dc3ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.188516+00:00", + "ended_at": "2026-05-04T08:20:40.198748+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0b69b6322a3db1c6", + "problem_id": "v2p_n6_d44f122ef0069d1a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=56", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 56, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0b69b6322a3db1c6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0b69b6322a3db1c6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fdd1a3a97b0528ecf4677809c77b145aabaa629c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..288b954fe5caa4c276a2751cfcdef4df863d5d8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0d6f970490434f6c", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21474.57, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0d6f970490434f6c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2b096db8d86e3f96bc9770fa195e7cfc52bf75f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:42:54.859553+00:00", + "ended_at": "2026-05-04T07:43:16.330640+00:00", + "elapsed_ms": 21474.57, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2688 + }, + "stdout_metrics": { + "chars": 714, + "bytes_utf8": 714, + "lines": 4, + "estimated_tokens": 214 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13188 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 384, + "bytes_utf8": 384, + "lines": 1, + "estimated_tokens": 106 + }, + "usage": { + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 165 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..303683407f6ec5ee15cd656edbbf000cdac2832d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a2b683c36c4cb93a79b3f2838e44eca31b240b41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-ac7b-7441-8a79-f06510ae44ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X7\\\". CAST(\\\"X7\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":165}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb58d16976851a8e4909ce655fc3afdd1a3f8abb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the required template with group_col bound to \"y\" and predicate_col bound to \"X7\". CAST(\"X7\" AS REAL) is applied because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..252f6ea6c81a20fc23b11e1f82e87bbd2e218e71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:55.178614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:01.430087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:15.475967Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8a648340d8d6e2251062efe71ed8d35d1df6a9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 789}, {"y": "1", "support": 607}, {"y": "3", "support": 431}, {"y": "2", "support": 245}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..37854e2101e8914b86406bcf9543f13540a61951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_0d6f970490434f6c +-- problem_id: v2p_n6_009a4b6debc31a1a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f92801c3ae06a8753f9fbd364237c364b36588d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 789}, {\"y\": \"1\", \"support\": 607}, {\"y\": \"3\", \"support\": 431}, {\"y\": \"2\", \"support\": 245}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7d348bfadeaec828e2294c72cf340b5fc70be260 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:42:54.856528+00:00", + "ended_at": "2026-05-04T07:43:16.406677+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0d6f970490434f6c", + "problem_id": "v2p_n6_009a4b6debc31a1a", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0d6f970490434f6c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0d6f970490434f6c", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21474.57, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0d6f970490434f6c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..47baeb1618925a211a7e7a911163aaab29489436 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:16.371327+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21474.57, "started_at": "2026-05-04T07:42:54.859553+00:00", "ended_at": "2026-05-04T07:43:16.330640+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 384, "bytes_utf8": 384, "lines": 1, "estimated_tokens": 106}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 165}, "stderr_preview": "2026-05-04T07:42:55.178614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:01.430087Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the required template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X7\\\". CAST(\\\"X7\\\" AS REAL) is applied because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea1cfb2190593465a6b5a80d65019f2fbc9a079c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0d6f970490434f6c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0d6f970490434f6c", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 165, + "total_tokens": 22942, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 106, + "estimated_total_tokens": 2794, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21474.57, + "sql_execution_elapsed_ms_total": 4.24, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0d6f970490434f6c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6f50f29593c92e7ef628b1ea9111d28ffe21864e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 874, "bytes_utf8": 874, "lines": 1, "estimated_tokens": 263}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 578}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..53a5a8dd7bf513cc92bedf963dc6681cb183e6ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0dbd89e492058dae", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23345, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 263, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21315.3, + "sql_execution_elapsed_ms_total": 33.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0dbd89e492058dae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..10fea54bbc7c03d35bd82909a42433af9a2900e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:04:24.508494+00:00", + "ended_at": "2026-05-04T08:04:45.819411+00:00", + "elapsed_ms": 21315.3, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1286, + "bytes_utf8": 1286, + "lines": 4, + "estimated_tokens": 424 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13202 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 874, + "bytes_utf8": 874, + "lines": 1, + "estimated_tokens": 263 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 578 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93adec9a6cfcdc7e61ed5ea6e349278878b97a45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b31f953d13ade30e03c8c523afa47d34059b8175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-59b2-7bc3-88ae-b89daacae3d9"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X1\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n MAX(CASE\\n WHEN \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Applied the planned grouped-percentile template with group_col=\\\"y\\\" and measure_col=\\\"X1\\\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 90th percentile per group via window functions, casting \\\"X1\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":578}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d9e66e5147e96bb21b665e0418a48db54f44816 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X1\" IS NOT NULL\n)\nSELECT\n \"y\",\n MAX(CASE\n WHEN \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"Applied the planned grouped-percentile template with group_col=\"y\" and measure_col=\"X1\". Because SQLite does not support PERCENTILE_CONT, this uses a nearest-rank 90th percentile per group via window functions, casting \"X1\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee88de40926a6c1d3d2eaf93fac351c2b2826a18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:24.672560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:27.086477Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:44.709484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..96821d9984ef9fef593725b36adab69a66df70a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "percentile_measure": 70.0}, {"y": "1", "percentile_measure": 29.0}, {"y": "3", "percentile_measure": 9.0}, {"y": "2", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..237a857ac8297cdace0b4ec581895a13b0bf6875 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0dbd89e492058dae +-- problem_id: v2p_n6_ef43f855aa4ecae2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X1" IS NOT NULL +) +SELECT + "y", + MAX(CASE + WHEN "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) + THEN "measure_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4f4feaa7dbc96c8e48724b99e24ff44a38c2e5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X1\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X1\" IS NOT NULL\n)\nSELECT\n \"y\",\n MAX(CASE\n WHEN \"rn\" = CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER)\n THEN \"measure_value\"\n END) AS \"percentile_measure\"\nFROM \"ranked\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X1\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X1\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n MAX(CASE\\n WHEN \\\"rn\\\" = CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER)\\n THEN \\\"measure_value\\\"\\n END) AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 70.0}, {\"y\": \"1\", \"percentile_measure\": 29.0}, {\"y\": \"3\", \"percentile_measure\": 9.0}, {\"y\": \"2\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 33.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e83016c2bb3217504e2330fe1f53157043c73d8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:04:24.506189+00:00", + "ended_at": "2026-05-04T08:04:45.887812+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0dbd89e492058dae", + "problem_id": "v2p_n6_ef43f855aa4ecae2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0dbd89e492058dae.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0dbd89e492058dae", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 578, + "total_tokens": 23345, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 263, + "estimated_total_tokens": 2939, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21315.3, + "sql_execution_elapsed_ms_total": 33.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0dbd89e492058dae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71bfa3fa99e98eecdad97d2146174ab5f7c425a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0dbd89e492058dae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:04:45.847053+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21315.3, "started_at": "2026-05-04T08:04:24.508494+00:00", "ended_at": "2026-05-04T08:04:45.819411+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 874, "bytes_utf8": 874, "lines": 1, "estimated_tokens": 263}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 578}, "stderr_preview": "2026-05-04T08:04:24.672560Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:27.086477Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba4a506087a9bca8d1bb3310ac3598206e256c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"X3_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL AND \"X3\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"X3_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X3_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f53b5956e761975b8cb89099d766aa6b86956d3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-6f15-75b1-870a-ace8cc2a7334"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"X3_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X3\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL AND \\\"X3\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X3_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X3_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Applied the planned grouped-percentile template with group_col=\\\"y\\\" and measure_col=\\\"X3\\\". Because SQLite does not support PERCENTILE_CONT, this uses a window-function approximation that selects the value at rank CEIL(0.95 * group_size) within each y group after casting \\\"X3\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":351}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..30f6ce866ea6385ac9d537e7c0c9241991e9e876 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"X3_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL AND \"X3\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"X3_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X3_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Applied the planned grouped-percentile template with group_col=\"y\" and measure_col=\"X3\". Because SQLite does not support PERCENTILE_CONT, this uses a window-function approximation that selects the value at rank CEIL(0.95 * group_size) within each y group after casting \"X3\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..47eaf004e90e542cd94b5e322ff8997def4f039e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-ab0e-7271-b9e2-d3d8e76adc83"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"X3_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X3\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X3_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X3_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling calculation for the 95th-percentile row index.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23025,"cached_input_tokens":21888,"output_tokens":476}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bcd109f4150967a45f6a4e35822adab4763f507e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"X3_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X3\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"X3_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X3_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE-based ceiling calculation for the 95th-percentile row index."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..485e3b71ea3caa40c35335aebee5fd79bae3b42d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:35.714051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:38.224118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:49.907455Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fe7f50798dbbb4f3af641a05b557af0343f880b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:51.063544Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:53.688599Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:09.475701Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..abddda26752f656c02c92ce016b899539bd3b112 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "0", "percentile_measure": 100.0}, {"y": "1", "percentile_measure": 20.0}, {"y": "3", "percentile_measure": 10.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..06b80506c5e9febb171b5b12debc4d7775430c05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0fa7eb7a4c556c4a +-- problem_id: v2p_n6_f1f62620c0246cfd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "X3_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X3" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL AND "X3" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "X3_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "X3_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..013536069f6fbe24abab699748e04c0b9fcae3da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"X3_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X3\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X3\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"X3_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X3_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"X3_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X3\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X3\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X3_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X3_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 100.0}, {\"y\": \"1\", \"percentile_measure\": 20.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff293a29da2721db62176e0f21455097b1a5af9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:05:35.498343+00:00", + "ended_at": "2026-05-04T08:06:10.450079+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0fa7eb7a4c556c4a", + "problem_id": "v2p_n6_f1f62620c0246cfd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0fa7eb7a4c556c4a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fa7eb7a4c556c4a", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 827, + "total_tokens": 46619, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 594, + "estimated_total_tokens": 6204, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34867.83, + "sql_execution_elapsed_ms_total": 30.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0fa7eb7a4c556c4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93bc6e738d8a864683dfd5b32a9779a96b6445a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:05:50.845054+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15323.81, "started_at": "2026-05-04T08:05:35.501767+00:00", "ended_at": "2026-05-04T08:05:50.825627+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 978, "bytes_utf8": 978, "lines": 1, "estimated_tokens": 298}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 351}, "stderr_preview": "2026-05-04T08:05:35.714051Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:38.224118Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X3_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling calculation for the 95th-percentile row index.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ff2cceb1fc6f532b1ff0ef067afc8c280bd5e455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fa7eb7a4c556c4a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fa7eb7a4c556c4a", + "api_calls": 0, + "input_tokens": 45792, + "cached_input_tokens": 43776, + "output_tokens": 827, + "total_tokens": 46619, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5610, + "estimated_output_tokens": 594, + "estimated_total_tokens": 6204, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 34867.83, + "sql_execution_elapsed_ms_total": 30.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0fa7eb7a4c556c4a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..70645d31f5d49be662aab290111fb1e5c4462ef7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2795}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": 187}, "usage": {"input_tokens": 22886, "cached_input_tokens": 21888, "output_tokens": 233}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..766a0fd764338e437d445cc3d34c5d3ae68e5f46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fd5f33ecc7fa551", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 233, + "total_tokens": 23119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 187, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12998.74, + "sql_execution_elapsed_ms_total": 7.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0fd5f33ecc7fa551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5de15962302d8d5ac6beb12ccd65b7c15cf9615e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:34.224472+00:00", + "ended_at": "2026-05-04T08:00:47.222753+00:00", + "elapsed_ms": 12998.74, + "prompt_metrics": { + "chars": 9009, + "bytes_utf8": 9009, + "lines": 302, + "estimated_tokens": 2795 + }, + "stdout_metrics": { + "chars": 1031, + "bytes_utf8": 1031, + "lines": 4, + "estimated_tokens": 305 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 1, + "estimated_tokens": 187 + }, + "usage": { + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 233 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..900c60dd3beb20e1daa56968b1570475be7f2a4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X15", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..681a9fd5ad91a92849edf738277aa5c486b9d988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-d62c-7f40-bf49-02a5a3cc1d41"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X15\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"X15\\\" and predicate_col bound to \\\"X11\\\". Added CAST(... AS REAL) because the SQLite schema stores these numeric fields as TEXT, and numeric comparison/ordering is required for a correct median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22886,"cached_input_tokens":21888,"output_tokens":233}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d371005b52c26a207fb66cdcdc85e1dcc4188586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X15\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X11\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X15\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the requested template with measure_col bound to \"X15\" and predicate_col bound to \"X11\". Added CAST(... AS REAL) because the SQLite schema stores these numeric fields as TEXT, and numeric comparison/ordering is required for a correct median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab133369f70a9fafaea5842b678cf95c01ec3784 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:34.416704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:36.832118Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:46.241790Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c4fd1833571bbc5344144022326cac7021ff621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X15. +Result preview: [{"median_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0df92003e868e23ae15d1097d8be3ca6b74bf1c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_0fd5f33ecc7fa551 +-- problem_id: v2p_n6_c185daa5e941d2f7 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X15" AS REAL) AS "X15", + ROW_NUMBER() OVER (ORDER BY CAST("X15" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X11" AS REAL) >= 5.0 +) +SELECT AVG("X15") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c63ff0f8fb5eaf7ee5baa5f142cbb3e62936ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X15\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X11\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X15\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X15\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 6.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..351abd7f184176268d39b36f2d5ef9653c123b33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:00:34.221833+00:00", + "ended_at": "2026-05-04T08:00:47.260499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0fd5f33ecc7fa551", + "problem_id": "v2p_n6_c185daa5e941d2f7", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0fd5f33ecc7fa551.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fd5f33ecc7fa551", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 233, + "total_tokens": 23119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 187, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12998.74, + "sql_execution_elapsed_ms_total": 7.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0fd5f33ecc7fa551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d5a03ad456afaed5e212aa7416d2486135a8a61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:47.244185+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12998.74, "started_at": "2026-05-04T08:00:34.224472+00:00", "ended_at": "2026-05-04T08:00:47.222753+00:00", "prompt_metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2795}, "response_metrics": {"chars": 693, "bytes_utf8": 693, "lines": 1, "estimated_tokens": 187}, "usage": {"input_tokens": 22886, "cached_input_tokens": 21888, "output_tokens": 233}, "stderr_preview": "2026-05-04T08:00:34.416704Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:36.832118Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the requested template with measure_col bound to \\\"X15\\\" and predicate_col bound to \\\"X11\\\". Added CAST(... AS REAL) because the SQLite schema stores these numeric fields as TEXT, and numeric comparison/ordering is required for a correct median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bd99771aa123c63ddedcf182fabe4ea0fd83788d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0fd5f33ecc7fa551/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0fd5f33ecc7fa551", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 233, + "total_tokens": 23119, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 187, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12998.74, + "sql_execution_elapsed_ms_total": 7.97, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0fd5f33ecc7fa551\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c4d3e18cb2bf8446beb3bf298b2139444aa3c3f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8341, "bytes_utf8": 8341, "lines": 298, "estimated_tokens": 2612}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 91}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba44f0b9aebdaa7744208814613f1eb7ba498e7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0ff323131b743d28", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 91, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10063.17, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0ff323131b743d28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a9a330af2bd165fc07c381f9bf9722bb2fdb1057 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:39:41.212613+00:00", + "ended_at": "2026-05-04T07:39:51.275665+00:00", + "elapsed_ms": 10063.17, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "estimated_tokens": 2612 + }, + "stdout_metrics": { + "chars": 594, + "bytes_utf8": 594, + "lines": 4, + "estimated_tokens": 166 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13245 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 279, + "bytes_utf8": 279, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 91 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00daefe115c6dfc2a41aa26ea023af1e97a06b2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc3dbf81c7f33546f9c24068bb3fbf1b4f1569d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-b799-7921-81ad-f39632876f14"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"y\\\" and only the single allowed table/column.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":91}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..10a9d0b87cbdbcc3dc8f1f1521c0227eb21f8d78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"y\" and only the single allowed table/column."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8dbc9a69d8a0fddfc9cd04b33b1c8fc53e1fd615 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:41.392563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:43.714769Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:50.548457Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6abc67a702232000f943993435a65b5150e9d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_0ff323131b743d28 +-- problem_id: v2p_n6_f30c87b6bee3725e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7bb8a0fb2ae6f05175231171f037eadd1b6c014b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c43e1f693e81f662d283de6d9932bdd181ea28e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:39:41.210015+00:00", + "ended_at": "2026-05-04T07:39:51.305606+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_0ff323131b743d28", + "problem_id": "v2p_n6_f30c87b6bee3725e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=6" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_0ff323131b743d28.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_0ff323131b743d28", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 91, + "total_tokens": 22794, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10063.17, + "sql_execution_elapsed_ms_total": 3.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_0ff323131b743d28\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b06ec342093d9cd9a14e3125186faf7b60f16d8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_0ff323131b743d28/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:51.294600+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10063.17, "started_at": "2026-05-04T07:39:41.212613+00:00", "ended_at": "2026-05-04T07:39:51.275665+00:00", "prompt_metrics": {"chars": 8341, "bytes_utf8": 8341, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 279, "bytes_utf8": 279, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 91}, "stderr_preview": "2026-05-04T07:39:41.392563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:43.714769Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f53ed704cf1c26bd656fcb039d05300b5efca66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-451e-7722-bf08-7ba995174b4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X6\\\". Applied CAST(\\\"X6\\\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":190}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d584fa1b4d616baef5b704fe64c68b8859e074e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X6\". Applied CAST(\"X6\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..283775f49fe6f4bfcce8a3f90bd7de15ce89af6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:28.758479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:31.354311Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:42.738826Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c764e20451dc136c97356deb5ab5a2a18fe71b6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 751}, {"y": "1", "support": 585}, {"y": "3", "support": 402}, {"y": "2", "support": 305}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c168c6e1c4575284acfb4206c0bc7d9046657b8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_10b66fd8f70f96d8 +-- problem_id: v2p_n6_33b4ae07107d930b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8d08721029a61d5e555afe0918a75e8758b85d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 751}, {\"y\": \"1\", \"support\": 585}, {\"y\": \"3\", \"support\": 402}, {\"y\": \"2\", \"support\": 305}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7cd21b64a73877712a956272ca04faa463ff6153 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:42:28.320451+00:00", + "ended_at": "2026-05-04T07:42:43.679375+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_10b66fd8f70f96d8", + "problem_id": "v2p_n6_33b4ae07107d930b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_10b66fd8f70f96d8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_10b66fd8f70f96d8", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 22969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15325.22, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_10b66fd8f70f96d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fdfbfbdaf97a94ba98a498eb781f293ca77abe7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:43.653591+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15325.22, "started_at": "2026-05-04T07:42:28.322954+00:00", "ended_at": "2026-05-04T07:42:43.637706+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 190}, "stderr_preview": "2026-05-04T07:42:28.758479Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:31.354311Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X6\\\". Applied CAST(\\\"X6\\\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..39ddb743e0e4a6ad19638db943b6fc3011b49807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_10b66fd8f70f96d8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_10b66fd8f70f96d8", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 190, + "total_tokens": 22969, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15325.22, + "sql_execution_elapsed_ms_total": 3.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_10b66fd8f70f96d8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d73afe0dced634b92dd4059f4ade85275d501e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X16": "1", "support": 506, "avg_response": 0.9980237154150198}, {"X16": "2", "support": 494, "avg_response": 0.9251012145748988}, {"X16": "-2", "support": 478, "avg_response": 0.14225941422594143}, {"X16": "-1", "support": 463, "avg_response": 0.4838012958963283}, {"X16": "-3", "support": 450, "avg_response": 0.7577777777777778}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0437eb04f3a421d680f936fee0c44dfb296b8967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_13357768b729835a +-- problem_id: v2p_n6_fe336a0f52dbdb6e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..53352b73eb561b2ee9827f763dc31c72dc4747fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_13357768b729835a\n-- problem_id: v2p_n6_fe336a0f52dbdb6e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_13357768b729835a\\n-- problem_id: v2p_n6_fe336a0f52dbdb6e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": 0.9980237154150198}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.9251012145748988}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": 0.14225941422594143}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": 0.4838012958963283}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": 0.7577777777777778}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 0.9533799533799534}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": 0.7538860103626943}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -0.05917159763313609}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 0.5678233438485805}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": 1.1}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -0.8495934959349594}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -0.6036866359447005}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 2.8779342723004695}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.751412429378531}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": 3.124087591240876}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -1.4525547445255473}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 2.5892857142857144}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": 0.2903225806451613}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -0.32954545454545453}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -4.6}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 2.7468354430379747}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": -0.2535211267605634}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 9.318181818181818}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": 0.2903225806451613}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -3.280701754385965}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 4.88}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 1.06}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -3.717948717948718}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -7.485714285714286}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 1.1764705882352942}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -7.5}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -5.103448275862069}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 13.178571428571429}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -18.96153846153846}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -4.44}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": 2.4347826086956523}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 7.636363636363637}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 3.6363636363636362}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 1.8636363636363635}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 7.857142857142857}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -5.45}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 21.894736842105264}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": 2.3157894736842106}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -31.263157894736842}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 14.333333333333334}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": 2.1666666666666665}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -5.222222222222222}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -4.470588235294118}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -32.11764705882353}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -33.529411764705884}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d455f473e2a4c03636e4f5cc6dd7592cc43dd71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.212832+00:00", + "ended_at": "2026-05-04T08:20:40.222124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_13357768b729835a", + "problem_id": "v2p_n6_fe336a0f52dbdb6e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=58", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 58, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_13357768b729835a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_13357768b729835a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d71131d90018d6ad48a836904e254cc432ec1779 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9011, "bytes_utf8": 9011, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 206}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3e9865c842116f63d9bb03f14bf2fcbad17fe93e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_139ab50dc6c7e77e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 206, + "total_tokens": 23093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14990.36, + "sql_execution_elapsed_ms_total": 8.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_139ab50dc6c7e77e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..618b6b9e78d8c9395f3daf0d8043c86e7bf66913 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:47.265198+00:00", + "ended_at": "2026-05-04T08:01:02.255292+00:00", + "elapsed_ms": 14990.36, + "prompt_metrics": { + "chars": 9011, + "bytes_utf8": 9011, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 948, + "bytes_utf8": 948, + "lines": 4, + "estimated_tokens": 298 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13159 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 606, + "bytes_utf8": 606, + "lines": 1, + "estimated_tokens": 177 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 206 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..daf1e10f7a3e4ec63fb72351c38aea742ab01ff3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X15", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b734f7f47c5450230f2e433441da496d0f542c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-091e-7371-9297-ec6cae9f02f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X15\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the provided template with measure_col=\\\"X15\\\" and predicate_col=\\\"X15\\\" using >= 5.0. Casted \\\"X15\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":206}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0b9a6b40c317c2a0e0272c6ae04aa9d0c9b93a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X15\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X15\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X15\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Applied the provided template with measure_col=\"X15\" and predicate_col=\"X15\" using >= 5.0. Casted \"X15\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..50bfe319b58ae9d1d9c66523ff7b4b7c2b28baea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:47.453461Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:49.941906Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:01.282367Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a5d085bd26e2fbeeb9fbd53490355a09030056f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15. +Result preview: [{"median_measure": 13.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4bc54ef40a89ba1722087eaf235b5c37bb5c25d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_139ab50dc6c7e77e +-- problem_id: v2p_n6_bf4d4b5da771d3ff +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X15" AS REAL) AS "X15", + ROW_NUMBER() OVER (ORDER BY CAST("X15" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X15" AS REAL) >= 5.0 +) +SELECT AVG("X15") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..30cac59214fe5f508ba100814c0ade7eb8d97662 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X15\" AS REAL) AS \"X15\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X15\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X15\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X15\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X15\\\" AS REAL) AS \\\"X15\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X15\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 13.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.15}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3d08ed7de759eeffbcb7ff2d0882b5c84c32d678 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:00:47.262713+00:00", + "ended_at": "2026-05-04T08:01:02.295499+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_139ab50dc6c7e77e", + "problem_id": "v2p_n6_bf4d4b5da771d3ff", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=78" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_139ab50dc6c7e77e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_139ab50dc6c7e77e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 206, + "total_tokens": 23093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14990.36, + "sql_execution_elapsed_ms_total": 8.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_139ab50dc6c7e77e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5995e13563e931ea01294f809cea982b57af3b02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:02.277754+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14990.36, "started_at": "2026-05-04T08:00:47.265198+00:00", "ended_at": "2026-05-04T08:01:02.255292+00:00", "prompt_metrics": {"chars": 9011, "bytes_utf8": 9011, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 606, "bytes_utf8": 606, "lines": 1, "estimated_tokens": 177}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 206}, "stderr_preview": "2026-05-04T08:00:47.453461Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:49.941906Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\n)\\nSELECT AVG(\\\"X15\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the provided template with measure_col=\\\"X15\\\" and predicate_col=\\\"X15\\\" using >= 5.0. Casted \\\"X15\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33de61e14e8b3f253490a4fd95fd0aa618757bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_139ab50dc6c7e77e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_139ab50dc6c7e77e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 206, + "total_tokens": 23093, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 177, + "estimated_total_tokens": 2973, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14990.36, + "sql_execution_elapsed_ms_total": 8.15, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_139ab50dc6c7e77e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a4f681b2f014abc3623b711ae2b4570b05c88689 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8535, "bytes_utf8": 8535, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6837e64248668be81ef28a9683b91042d1751a9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_14125ea30573e25e", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10633.47, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_14125ea30573e25e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..6c2db89fc618136b2326d01be2e6ddcf226d236c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:02:18.500131+00:00", + "ended_at": "2026-05-04T08:02:29.133452+00:00", + "elapsed_ms": 10633.47, + "prompt_metrics": { + "chars": 8535, + "bytes_utf8": 8535, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 687, + "bytes_utf8": 687, + "lines": 4, + "estimated_tokens": 198 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13182 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 372, + "bytes_utf8": 372, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34c8e6c08b6a7e72cdf76280302e025249432303 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X8.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X8", + "band_col": "X8", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9d41fe1560c5be1acb61b65f60af89e48eb679b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-6d80-7bf1-986e-037a2454ebe6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) BETWEEN -4.0 AND 3.0;\",\"notes\":\"Used the provided Filtered Sum in Numeric Band template with measure_col and band_col both bound to \\\"X8\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..913731f90089dad537fd7eb1f559864dc27fca7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) BETWEEN -4.0 AND 3.0;","notes":"Used the provided Filtered Sum in Numeric Band template with measure_col and band_col both bound to \"X8\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e43c62ff11e4be6ca672a24410635e8f66dd2f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:18.680318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:21.165865Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:28.197121Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..65795ea1da59e43eb93684daa41a6a6515d5b3b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X8. +Result preview: [{"total_measure": -1188.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3428d3a658d74357035aff84c194cd5b86ea1e5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_14125ea30573e25e +-- problem_id: v2p_n6_6227afcd916ae215 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) BETWEEN -4.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f638ef4da0ae22cfe58c48e4e5062aadb407cf9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) BETWEEN -4.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) BETWEEN -4.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -1188.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..48af34fb27bfe831697a363bca8e55f702db98a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:02:18.496175+00:00", + "ended_at": "2026-05-04T08:02:29.162720+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_14125ea30573e25e", + "problem_id": "v2p_n6_6227afcd916ae215", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X8.", + "bindings": { + "measure_col": "X8", + "band_col": "X8", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=87" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_14125ea30573e25e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_14125ea30573e25e", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22885, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10633.47, + "sql_execution_elapsed_ms_total": 2.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_14125ea30573e25e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c0fe666fcdb9db2fc6f6273603b44fef3a83b8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_14125ea30573e25e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:29.152453+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10633.47, "started_at": "2026-05-04T08:02:18.500131+00:00", "ended_at": "2026-05-04T08:02:29.133452+00:00", "prompt_metrics": {"chars": 8535, "bytes_utf8": 8535, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 372, "bytes_utf8": 372, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T08:02:18.680318Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:21.165865Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f27d71fe2ef5e1dd3cdae6174b5237b65583f950 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1473821ddebec946\n-- problem_id: v2p_n6_a6f26fdf44729d00\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1473821ddebec946\\n-- problem_id: v2p_n6_a6f26fdf44729d00\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": 2.0445103857566767}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": -0.23564954682779457}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": 1.4364820846905537}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": 1.0132013201320131}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": 1.6275167785234899}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": 0.6735395189003437}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": 0.1388888888888889}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": 1.9818840579710144}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.26037735849056604}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": 2.204724409448819}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": 2.280701754385965}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 4.236363636363636}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 2.7004608294930876}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": 0.15897435897435896}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -0.37714285714285717}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": 0.2275449101796407}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": 5.460606060606061}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": 4.372670807453416}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": 3.9873417721518987}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -0.07643312101910828}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": 4.369565217391305}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 2.8173913043478263}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -1.0178571428571428}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": 10.09375}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -1.4166666666666667}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -2.3297872340425534}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 8.147727272727273}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": 10.81081081081081}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": -3.5072463768115942}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 11.985074626865671}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": 9.580645161290322}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -6.440677966101695}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -8.73076923076923}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": 8.444444444444445}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": 7.022222222222222}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": -11.5}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": -11.30952380952381}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -7.871794871794871}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": 15.285714285714286}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -7.8}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": 15.676470588235293}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": 18.46875}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -13.76}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": 28.625}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 23.0}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 15.125}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -6.958333333333333}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -15.916666666666666}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": -21.75}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 22.40909090909091}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a3872bb78397081e779284bc4ee6f7718a9c5827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.472318+00:00", + "ended_at": "2026-05-04T08:20:39.482352+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1473821ddebec946", + "problem_id": "v2p_n6_a6f26fdf44729d00", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=4", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1473821ddebec946.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1473821ddebec946/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ac3b4a904cbd6ab1a6564f43b2db732f96c7595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X8": "-1", "support": 443, "avg_response": -0.18510158013544017}, {"X8": "1", "support": 419, "avg_response": 0.548926014319809}, {"X8": "2", "support": 395, "avg_response": -0.9772151898734177}, {"X8": "-2", "support": 378, "avg_response": -0.3201058201058201}, {"X8": "-3", "support": 360, "avg_response": 0.8055555555555556}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d23b61fbe632ae8e84d57706a39d6e96649efa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_15584bad78762b05 +-- problem_id: v2p_n6_80208cbe85a4f055 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..44371f36548a446b38a4ee6762eac57c41761948 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_15584bad78762b05\n-- problem_id: v2p_n6_80208cbe85a4f055\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_15584bad78762b05\\n-- problem_id: v2p_n6_80208cbe85a4f055\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": -0.18510158013544017}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 0.548926014319809}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": -0.9772151898734177}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": -0.3201058201058201}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 0.8055555555555556}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": -1.1229050279329609}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": -0.38412698412698415}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": -0.5100671140939598}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": -2.0484429065743943}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": -0.13445378151260504}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": -0.10222222222222223}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 0.5919282511210763}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 0.961352657004831}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": -2.604878048780488}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": -1.170731707317073}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 3.189189189189189}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -0.35294117647058826}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": -3.113821138211382}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": 0.2653061224489796}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 1.28125}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -3.5268817204301075}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": -1.7362637362637363}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -7.0}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": -2.6666666666666665}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -1.3733333333333333}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 2.364864864864865}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -2.5492957746478875}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 5.238095238095238}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 1.5873015873015872}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -3.9655172413793105}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -4.547169811320755}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -2.1333333333333333}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -6.476190476190476}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -12.175}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -9.567567567567568}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -10.823529411764707}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -8.545454545454545}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 5.09375}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -16.3125}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -14.225806451612904}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": -2.6}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -4.5}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -20.178571428571427}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": -1.6296296296296295}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 0.8695652173913043}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": -7.173913043478261}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -13.090909090909092}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": 4.619047619047619}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 2.2}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -35.10526315789474}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9fdbaa5f1b9cc1f0188776c0d1ffac34518f1394 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.752831+00:00", + "ended_at": "2026-05-04T08:20:39.762114+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_15584bad78762b05", + "problem_id": "v2p_n6_80208cbe85a4f055", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=27", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 27, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_15584bad78762b05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_15584bad78762b05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..500a763ebc8946de9909f378d99a814e4262a354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 847, "bytes_utf8": 847, "lines": 1, "estimated_tokens": 270}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 318}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9422, "bytes_utf8": 9422, "lines": 304, "estimated_tokens": 2937}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 859, "bytes_utf8": 859, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 23028, "cached_input_tokens": 19840, "output_tokens": 586}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..88203d907e5af3783e26e722557225859b51bf2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19423e17aea2795b", + "api_calls": 0, + "input_tokens": 45795, + "cached_input_tokens": 41728, + "output_tokens": 904, + "total_tokens": 46699, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5613, + "estimated_output_tokens": 541, + "estimated_total_tokens": 6154, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48071.88, + "sql_execution_elapsed_ms_total": 29.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_19423e17aea2795b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..68308bc9d8def6d3b20554196d0e0b8b348d6179 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:08.035280+00:00", + "ended_at": "2026-05-04T08:08:23.547945+00:00", + "elapsed_ms": 15512.73, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1287, + "bytes_utf8": 1287, + "lines": 4, + "estimated_tokens": 446 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 847, + "bytes_utf8": 847, + "lines": 1, + "estimated_tokens": 270 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 318 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dd2a6ca2d80a447a6b4d2d72605d0faf82ec9ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:08:23.566668+00:00", + "ended_at": "2026-05-04T08:08:56.128966+00:00", + "elapsed_ms": 32559.15, + "prompt_metrics": { + "chars": 9422, + "bytes_utf8": 9422, + "lines": 304, + "estimated_tokens": 2937 + }, + "stdout_metrics": { + "chars": 1298, + "bytes_utf8": 1298, + "lines": 4, + "estimated_tokens": 444 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13265 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 1, + "estimated_tokens": 271 + }, + "usage": { + "input_tokens": 23028, + "cached_input_tokens": 19840, + "output_tokens": 586 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f4f39e5a2f38a5725778e7af6182e8dcee802e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e09fb9c0fcd5f7776fedca30ee5bda120a4b41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> '' AND \"y\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..aebb8434169a1c4b75ca16545fec4d2122470d74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-c2f5-7553-87fe-d6c2fa3c12e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL AND TRIM(\\\"X5\\\") <> '' AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation on CAST(\\\"X5\\\" AS REAL), grouped by \\\"y\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":318}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77a42f781051680c47a583df41ac57dc6dd3803a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> '' AND \"y\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation on CAST(\"X5\" AS REAL), grouped by \"y\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabc78b8aeb6245f93464e4242e4fc7abdd689d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-ff98-70c3-a7bb-ee6b46e0305f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL\\n AND TRIM(\\\"X5\\\") <> ''\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with integer arithmetic for the 0.9 percentile rank and preserved the grouped percentile intent for SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23028,"cached_input_tokens":19840,"output_tokens":586}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..91e378700a4dfdb307ee0f840e98019cb08f060e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL\n AND TRIM(\"X5\") <> ''\n AND \"y\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with integer arithmetic for the 0.9 percentile rank and preserved the grouped percentile intent for SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e943c4d39697d3ee0e15bac1990f91efa29814b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:08.257977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:10.748519Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:22.479244Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f78e6fa9484095ab4872c4e3f61791e4f0effac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:23.775320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:26.325188Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:55.077877Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..de17f8603818a56bd887c460e87745fe309f11cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "percentile_measure": 73.0}, {"y": "1", "percentile_measure": 27.0}, {"y": "3", "percentile_measure": 18.0}, {"y": "2", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee904ec82658dd98cc7e79ef2cc5df143d7e65de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_19423e17aea2795b +-- problem_id: v2p_n6_a8cb3a128bd0b918 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X5" IS NOT NULL AND TRIM("X5") <> '' AND "y" IS NOT NULL +), +"target" AS ( + SELECT + "y", + "measure", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + MIN("measure") AS "percentile_measure" +FROM "target" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..130d70b808bf8aa4c7dde43ab1d34048dc090d9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL\n AND TRIM(\"X5\") <> ''\n AND \"y\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X5\\\" IS NOT NULL\\n AND TRIM(\\\"X5\\\") <> ''\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 73.0}, {\"y\": \"1\", \"percentile_measure\": 27.0}, {\"y\": \"3\", \"percentile_measure\": 18.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..efdde9b7c725ff47da6c171cfecf7ecf346e295b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:08:08.030495+00:00", + "ended_at": "2026-05-04T08:08:56.187561+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_19423e17aea2795b", + "problem_id": "v2p_n6_a8cb3a128bd0b918", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_19423e17aea2795b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19423e17aea2795b", + "api_calls": 0, + "input_tokens": 45795, + "cached_input_tokens": 41728, + "output_tokens": 904, + "total_tokens": 46699, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5613, + "estimated_output_tokens": 541, + "estimated_total_tokens": 6154, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48071.88, + "sql_execution_elapsed_ms_total": 29.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_19423e17aea2795b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfa82ef30487a29438ca0dcb7546e7ad78b4d348 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:08:23.560625+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15512.73, "started_at": "2026-05-04T08:08:08.035280+00:00", "ended_at": "2026-05-04T08:08:23.547945+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 847, "bytes_utf8": 847, "lines": 1, "estimated_tokens": 270}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 318}, "stderr_preview": "2026-05-04T08:08:08.257977Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:10.748519Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n '' AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 90th percentile approximation on CAST(\\\"X5\\\" AS REAL), grouped by \\\"y\\\".\"}"} +{"timestamp": "2026-05-04T08:08:23.566668+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X5\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X5\" IS NOT NULL AND TRIM(\"X5\") <> '' AND \"y\" IS NOT NULL\n),\n\"target\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n MIN(\"measure\") AS \"percentile_measure\"\nFROM \"target\"\nWHERE \"rn\" >= \"target_rn\"\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:08:56.147901+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 32559.15, "started_at": "2026-05-04T08:08:23.566668+00:00", "ended_at": "2026-05-04T08:08:56.128966+00:00", "prompt_metrics": {"chars": 9422, "bytes_utf8": 9422, "lines": 304, "estimated_tokens": 2937}, "response_metrics": {"chars": 859, "bytes_utf8": 859, "lines": 1, "estimated_tokens": 271}, "usage": {"input_tokens": 23028, "cached_input_tokens": 19840, "output_tokens": 586}, "stderr_preview": "2026-05-04T08:08:23.775320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:26.325188Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n MIN(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"target\\\"\\nWHERE \\\"rn\\\" >= \\\"target_rn\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with integer arithmetic for the 0.9 percentile rank and preserved the grouped percentile intent for SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d9501666358e11a48d6acf95161363c44a622a21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19423e17aea2795b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19423e17aea2795b", + "api_calls": 0, + "input_tokens": 45795, + "cached_input_tokens": 41728, + "output_tokens": 904, + "total_tokens": 46699, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5613, + "estimated_output_tokens": 541, + "estimated_total_tokens": 6154, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 48071.88, + "sql_execution_elapsed_ms_total": 29.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_19423e17aea2795b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b81ad12b54324bd0b0d8d029940034d8b81f5b6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22772, "cached_input_tokens": 22400, "output_tokens": 139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4e8f11e57dcf9fdeaf92c4a65d9f542d09ac23af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1987b391b6afd895", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 139, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13078.55, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1987b391b6afd895\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e46cf09b03ad691557b36d8a506ce63c5573a2fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:48.254086+00:00", + "ended_at": "2026-05-04T08:20:01.332957+00:00", + "elapsed_ms": 13078.55, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 779, + "bytes_utf8": 779, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 445, + "bytes_utf8": 445, + "lines": 1, + "estimated_tokens": 123 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 139 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7788d6b0e2b088dfc6f85348fbbb8b50552bd9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..628810180fa6d430c1552be66b24b9eff61a27ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-723c-73c3-a176-136eada47eff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":22400,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e72dab28f39aca855d3a21142e1d18315f772bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X11\". Cast \"X11\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cdb933ed46e92c7ca9ff5d58ad47fea649f06b6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:48.460924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:50.786052Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:00.492407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e6f6ba9d85df4cf60b6e5e3d7b620d1981205e78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6c554f49501f74dcef1d2d05a6631a2e2c5f91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_1987b391b6afd895 +-- problem_id: v2p_n6_c8ffb3caac39e6be +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..495ab477b5fa0265dd5e9b5b85e70b8a9b035acf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1811456e1be7afa73b28a1b96668041a8d6ec8d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:19:48.251745+00:00", + "ended_at": "2026-05-04T08:20:01.365011+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1987b391b6afd895", + "problem_id": "v2p_n6_c8ffb3caac39e6be", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1987b391b6afd895.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1987b391b6afd895", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 139, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13078.55, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1987b391b6afd895\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f87273def82db8c8e86d3058c632bd4cfd48013 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:01.351181+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13078.55, "started_at": "2026-05-04T08:19:48.254086+00:00", "ended_at": "2026-05-04T08:20:01.332957+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 123}, "usage": {"input_tokens": 22772, "cached_input_tokens": 22400, "output_tokens": 139}, "stderr_preview": "2026-05-04T08:19:48.460924Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:50.786052Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9798e905699c5d3096b36d2d1fac6174731da86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1987b391b6afd895/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1987b391b6afd895", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 22400, + "output_tokens": 139, + "total_tokens": 22911, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 123, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13078.55, + "sql_execution_elapsed_ms_total": 5.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1987b391b6afd895\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..297986afcd54d3bbeceb124dfb574b4064e1c386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8502, "bytes_utf8": 8502, "lines": 300, "estimated_tokens": 2648}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..438b07094092e7652e9fa1cd0c8884987b1e5bcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19fb6115ad992d29", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15875.81, + "sql_execution_elapsed_ms_total": 44.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_19fb6115ad992d29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..5c38badbccd12d235872a14127357c338a18bc74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:55.301770+00:00", + "ended_at": "2026-05-04T07:50:11.178289+00:00", + "elapsed_ms": 15875.81, + "prompt_metrics": { + "chars": 8502, + "bytes_utf8": 8502, + "lines": 300, + "estimated_tokens": 2648 + }, + "stdout_metrics": { + "chars": 722, + "bytes_utf8": 722, + "lines": 4, + "estimated_tokens": 211 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 394, + "bytes_utf8": 394, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd1765a2e9fd3e831e2e2c3763d06f4d7614826c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef54fe1672a586c376461ad1656afa79a7502cd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-16ab-7e41-9127-bcda1a5c706c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores it as TEXT, while the measure is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":21888,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2240bb1552f379e8cc670ac53e9bb0f6678fff5c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X10\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the schema stores it as TEXT, while the measure is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94f0750eaa2bef359f63f80f4b03aa03ee654b9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:55.558320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:58.099342Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:09.956969Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3b979317237360149255bdd2de5fcf6fd3def4d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "avg_measure": 3.7475}, {"y": "3", "avg_measure": 0.1605}, {"y": "2", "avg_measure": -0.5195}, {"y": "0", "avg_measure": -13.6335}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ef3d8f4abc23b7334581c55dfdb28d892a8f4af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_19fb6115ad992d29 +-- problem_id: v2p_n6_8edc8e54e5b312f2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X10" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f49be383a3e2f071e72f0b90dfbe0dc863830bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X10\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.7475}, {\"y\": \"3\", \"avg_measure\": 0.1605}, {\"y\": \"2\", \"avg_measure\": -0.5195}, {\"y\": \"0\", \"avg_measure\": -13.6335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..382251cc4a61bc612f93dd4b42cf48b4782de028 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:49:55.300329+00:00", + "ended_at": "2026-05-04T07:50:11.267233+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_19fb6115ad992d29", + "problem_id": "v2p_n6_8edc8e54e5b312f2", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_19fb6115ad992d29.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_19fb6115ad992d29", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 128, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15875.81, + "sql_execution_elapsed_ms_total": 44.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_19fb6115ad992d29\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..98c275df7f4601f60c024922fdf0cb25429849de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_19fb6115ad992d29/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:11.209092+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15875.81, "started_at": "2026-05-04T07:49:55.301770+00:00", "ended_at": "2026-05-04T07:50:11.178289+00:00", "prompt_metrics": {"chars": 8502, "bytes_utf8": 8502, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 394, "bytes_utf8": 394, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 128}, "stderr_preview": "2026-05-04T07:49:55.558320Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:58.099342Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X7.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..94537efdbf38a1e4011e7d2e1f8a090049d1e8b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-0f13-7d03-9d2e-585ba0076853"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) BETWEEN -5.0 AND 3.0;\",\"notes\":\"Used the planned template with measure_col bound to \\\"X7\\\" and band_col fixed to \\\"X7\\\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18f80a86308939b0bb48dfb01597146c95895b48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) BETWEEN -5.0 AND 3.0;","notes":"Used the planned template with measure_col bound to \"X7\" and band_col fixed to \"X7\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec8f147915beb2d13147c5d8cf36be55ee51e0d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:54.520093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:56.968625Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:06.125307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8197937ac828ef5b4aec426729c76a5acc6b0d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X7. +Result preview: [{"total_measure": -3101.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f9f794a5a0cc90edf97fd2b2fcccf58f611866 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_1a1309caeaf1e3f5 +-- problem_id: v2p_n6_1bac4887747bd14f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..099c7565bfd316b4b69fdfd64cd170aef27a60ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) BETWEEN -5.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) BETWEEN -5.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -3101.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc075cc4d405f0bd85d59e3bfae08803cf5ec452 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:01:54.319672+00:00", + "ended_at": "2026-05-04T08:02:07.057755+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1a1309caeaf1e3f5", + "problem_id": "v2p_n6_1bac4887747bd14f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X7.", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1a1309caeaf1e3f5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1a1309caeaf1e3f5", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22884, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2779, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12695.72, + "sql_execution_elapsed_ms_total": 3.07, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1a1309caeaf1e3f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e03eee9db91d187529eca5c94a7f420c3203f23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a1309caeaf1e3f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:07.046742+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12695.72, "started_at": "2026-05-04T08:01:54.322368+00:00", "ended_at": "2026-05-04T08:02:07.017075+00:00", "prompt_metrics": {"chars": 8535, "bytes_utf8": 8535, "lines": 304, "estimated_tokens": 2682}, "response_metrics": {"chars": 349, "bytes_utf8": 349, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:01:54.520093Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:56.968625Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..2fc33ea65e21858584d982c99ece7d10d4547642 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) = ((\"cnt\" - 1) * 0.95) + 1 THEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) AS \"upper_value\",\n MAX(\"target_pos\") AS \"target_pos\",\n MAX(\"lower_rn\") AS \"lower_rn\",\n MAX(\"upper_rn\") AS \"upper_rn\"\n FROM (\n SELECT p.\"y\", r.\"rn\", r.\"measure_value\", p.\"target_pos\", p.\"lower_rn\", p.\"upper_rn\"\n FROM \"percentile_points\" AS p\n JOIN \"ranked\" AS r\n ON r.\"y\" = p.\"y\"\n )\n GROUP BY \"y\"\n)\nSELECT\n \"y\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "interrupted", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7df320468e947c696ccdae1cd0ac45ef9cd4296a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-c574-74f3-8c65-c39354865ec3"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X6\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X6\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1 AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER) = ((\\\"cnt\\\" - 1) * 0.95) + 1 THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER)\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1 AS INTEGER) + 1\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lower_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"upper_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"upper_value\\\",\\n MAX(\\\"target_pos\\\") AS \\\"target_pos\\\",\\n MAX(\\\"lower_rn\\\") AS \\\"lower_rn\\\",\\n MAX(\\\"upper_rn\\\") AS \\\"upper_rn\\\"\\n FROM (\\n SELECT p.\\\"y\\\", r.\\\"rn\\\", r.\\\"measure_value\\\", p.\\\"target_pos\\\", p.\\\"lower_rn\\\", p.\\\"upper_rn\\\"\\n FROM \\\"percentile_points\\\" AS p\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"y\\\" = p.\\\"y\\\"\\n )\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + ((\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\"))\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions and linear interpolation to emulate the 0.95 percentile of \\\"X6\\\" within each \\\"y\\\" group. \\\"X6\\\" is CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":19840,"output_tokens":706}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5eb5f9980e53fa86f1793f871457f63dffca9177 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X6\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n ((\"cnt\" - 1) * 0.95) + 1 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) = ((\"cnt\" - 1) * 0.95) + 1 THEN CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER)\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1 AS INTEGER) + 1\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n MAX(CASE WHEN \"rn\" = \"lower_rn\" THEN \"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN \"rn\" = \"upper_rn\" THEN \"measure_value\" END) AS \"upper_value\",\n MAX(\"target_pos\") AS \"target_pos\",\n MAX(\"lower_rn\") AS \"lower_rn\",\n MAX(\"upper_rn\") AS \"upper_rn\"\n FROM (\n SELECT p.\"y\", r.\"rn\", r.\"measure_value\", p.\"target_pos\", p.\"lower_rn\", p.\"upper_rn\"\n FROM \"percentile_points\" AS p\n JOIN \"ranked\" AS r\n ON r.\"y\" = p.\"y\"\n )\n GROUP BY \"y\"\n)\nSELECT\n \"y\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + ((\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\"))\n END AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions and linear interpolation to emulate the 0.95 percentile of \"X6\" within each \"y\" group. \"X6\" is CAST to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1214eb9766b335f171c37cd2ba38735b52c3cb29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-4385-76f0-ae05-61c7d939cac7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X6\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"y\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) < ((\\\"cnt\\\" - 1) * 0.95) + 1.0\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"y\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n GROUP BY\\n t.\\\"y\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the percentile computation for SQLite by avoiding the explosive self-join pattern in the previous query. This uses window functions plus a single grouped join to emulate PERCENTILE_CONT(0.95) for group_col=\\\"y\\\" and measure_col=\\\"X6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23371,"cached_input_tokens":22400,"output_tokens":713}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa17e3f185abc46cd7b23d99955cc1dbdb394abe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"y\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) < ((\"cnt\" - 1) * 0.95) + 1.0\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n t.\"y\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_value\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"y\" = t.\"y\"\n GROUP BY\n t.\"y\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\"\n)\nSELECT\n \"y\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the percentile computation for SQLite by avoiding the explosive self-join pattern in the previous query. This uses window functions plus a single grouped join to emulate PERCENTILE_CONT(0.95) for group_col=\"y\" and measure_col=\"X6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5418742e92fd540ddfb958c8ca90bb58eb7bf0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:14.436965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:16.920781Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:35.174460Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa18a8bfb528bbff438f6bf0c6caf66498bf66d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:09:47.011097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:09:49.501476Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:08.225317Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8bf73bffa91b9d9ef66393febf16a69711775716 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "percentile_measure": 99.04999999999995}, {"y": "1", "percentile_measure": 22.0}, {"y": "3", "percentile_measure": 20.0}, {"y": "2", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7394b99126be0cbcc2859612d96e6221ff349670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/generated_sql.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_1a7c73d2ce5c987a +-- problem_id: v2p_n6_15a1dabeb82b076c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X6" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X6" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "y", + "measure_value", + (("cnt" - 1) * 0.95) + 1 AS "target_pos", + CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) = (("cnt" - 1) * 0.95) + 1 THEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + ELSE CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + "y", + MAX(CASE WHEN "rn" = "lower_rn" THEN "measure_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = "upper_rn" THEN "measure_value" END) AS "upper_value", + MAX("target_pos") AS "target_pos", + MAX("lower_rn") AS "lower_rn", + MAX("upper_rn") AS "upper_rn" + FROM ( + SELECT p."y", r."rn", r."measure_value", p."target_pos", p."lower_rn", p."upper_rn" + FROM "percentile_points" AS p + JOIN "ranked" AS r + ON r."y" = p."y" + ) + GROUP BY "y" +) +SELECT + "y", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("target_pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3c93a4f7793306373b85ecafa09954c716378dcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X6\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"y\",\n ((\"cnt\" - 1) * 0.95) + 1.0 AS \"target_pos\",\n CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) AS \"lower_rn\",\n CASE\n WHEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) < ((\"cnt\" - 1) * 0.95) + 1.0\n THEN CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\n ELSE CAST(((\"cnt\" - 1) * 0.95) + 1.0 AS INTEGER)\n END AS \"upper_rn\"\n FROM \"ranked\"\n),\n\"picked\" AS (\n SELECT\n t.\"y\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\",\n MAX(CASE WHEN r.\"rn\" = t.\"lower_rn\" THEN r.\"measure_value\" END) AS \"lower_value\",\n MAX(CASE WHEN r.\"rn\" = t.\"upper_rn\" THEN r.\"measure_value\" END) AS \"upper_value\"\n FROM \"targets\" AS t\n JOIN \"ranked\" AS r\n ON r.\"y\" = t.\"y\"\n GROUP BY\n t.\"y\",\n t.\"target_pos\",\n t.\"lower_rn\",\n t.\"upper_rn\"\n)\nSELECT\n \"y\",\n CASE\n WHEN \"lower_rn\" = \"upper_rn\" THEN \"lower_value\"\n ELSE \"lower_value\" + (\"target_pos\" - \"lower_rn\") * (\"upper_value\" - \"lower_value\")\n END AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X6\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"y\\\",\\n ((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS \\\"target_pos\\\",\\n CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) AS \\\"lower_rn\\\",\\n CASE\\n WHEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) < ((\\\"cnt\\\" - 1) * 0.95) + 1.0\\n THEN CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER) + 1\\n ELSE CAST(((\\\"cnt\\\" - 1) * 0.95) + 1.0 AS INTEGER)\\n END AS \\\"upper_rn\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n t.\\\"y\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"lower_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"lower_value\\\",\\n MAX(CASE WHEN r.\\\"rn\\\" = t.\\\"upper_rn\\\" THEN r.\\\"measure_value\\\" END) AS \\\"upper_value\\\"\\n FROM \\\"targets\\\" AS t\\n JOIN \\\"ranked\\\" AS r\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n GROUP BY\\n t.\\\"y\\\",\\n t.\\\"target_pos\\\",\\n t.\\\"lower_rn\\\",\\n t.\\\"upper_rn\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n CASE\\n WHEN \\\"lower_rn\\\" = \\\"upper_rn\\\" THEN \\\"lower_value\\\"\\n ELSE \\\"lower_value\\\" + (\\\"target_pos\\\" - \\\"lower_rn\\\") * (\\\"upper_value\\\" - \\\"lower_value\\\")\\n END AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 99.04999999999995}, {\"y\": \"1\", \"percentile_measure\": 22.0}, {\"y\": \"3\", \"percentile_measure\": 20.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 49.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0da28538cc9c57115d58f902d0225944d436163e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:09:14.196146+00:00", + "ended_at": "2026-05-04T08:10:09.092769+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1a7c73d2ce5c987a", + "problem_id": "v2p_n6_15a1dabeb82b076c", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1a7c73d2ce5c987a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1a7c73d2ce5c987a", + "api_calls": 0, + "input_tokens": 46138, + "cached_input_tokens": 42240, + "output_tokens": 1419, + "total_tokens": 47557, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5956, + "estimated_output_tokens": 1250, + "estimated_total_tokens": 7206, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 44706.21, + "sql_execution_elapsed_ms_total": 49.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1a7c73d2ce5c987a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..071358162b6285b963489d624648af646c6a46b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1a7c73d2ce5c987a/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:09:36.388643+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22171.22, "started_at": "2026-05-04T08:09:14.198553+00:00", "ended_at": "2026-05-04T08:09:36.369971+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1889, "bytes_utf8": 1889, "lines": 1, "estimated_tokens": 635}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 706}, "stderr_preview": "2026-05-04T08:09:14.436965Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:09:16.920781Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5b85e880b7a6394de39779f7b5c3714ca8b2c49c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9\n-- problem_id: v2p_n6_96f9cd43a8d77a43\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9\\n-- problem_id: v2p_n6_96f9cd43a8d77a43\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 2.0647058823529414}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 1.6996904024767803}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 1.1401273885350318}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.7086092715231788}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": 0.391304347826087}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -1.2925170068027212}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -0.11683848797250859}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 1.9651567944250872}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 2.1543859649122807}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 3.6846153846153844}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -1.495798319327731}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 3.313304721030043}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -0.38990825688073394}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": 0.14285714285714285}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 3.0163934426229506}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 3.8813559322033897}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -3.0233918128654973}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -1.8470588235294119}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 5.194444444444445}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -0.8110236220472441}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -2.4523809523809526}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 5.587155963302752}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 3.208791208791209}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -7.089887640449438}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.166666666666667}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -6.475}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 4.907894736842105}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.3768115942028984}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 5.123076923076923}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -7.813559322033898}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.0172413793103448}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 11.192982456140351}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -0.07407407407407407}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -1.0943396226415094}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 5.529411764705882}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 2.1372549019607843}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 10.731707317073171}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -9.048780487804878}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -7.918918918918919}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -12.027027027027026}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 5.828571428571428}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -4.257142857142857}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 8.176470588235293}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 6.970588235294118}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -15.34375}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 5.67741935483871}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 9.785714285714286}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -12.814814814814815}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -13.409090909090908}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -17.9}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a295b2f64ccf1e8349dac68e5c5456789ed4c45f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.163777+00:00", + "ended_at": "2026-05-04T08:20:40.174473+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1c78b9a6a3cbd4f9", + "problem_id": "v2p_n6_96f9cd43a8d77a43", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=54", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 54, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1c78b9a6a3cbd4f9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1c78b9a6a3cbd4f9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..972c5eb5f4569d745d6d64fb3a1f7aef0c12a3e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X11": "1", "support": 415, "avg_response": -1.1734939759036145}, {"X11": "-1", "support": 410, "avg_response": -0.43414634146341463}, {"X11": "-2", "support": 399, "avg_response": -1.406015037593985}, {"X11": "2", "support": 360, "avg_response": -3.8777777777777778}, {"X11": "-3", "support": 337, "avg_response": -2.1038575667655786}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..35d750f96e61ebb40cc4600e247620ee11048a5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1dd18dac4cfc112d +-- problem_id: v2p_n6_29225d9f0879dd9f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..762d77b8a19ab298fcbae4181c68a09f1ceda366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_1dd18dac4cfc112d\n-- problem_id: v2p_n6_29225d9f0879dd9f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_1dd18dac4cfc112d\\n-- problem_id: v2p_n6_29225d9f0879dd9f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": -1.1734939759036145}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": -0.43414634146341463}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -1.406015037593985}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": -3.8777777777777778}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -2.1038575667655786}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": -1.0462962962962963}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": -0.7873754152823921}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": -1.2123287671232876}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -2.058419243986254}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -2.0866141732283463}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": -1.6150627615062763}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -5.142222222222222}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": -0.4097560975609756}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 1.1139240506329113}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -1.9054054054054055}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": -1.006896551724138}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": 0.6691176470588235}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -3.990990990990991}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": -7.198198198198198}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -2.6666666666666665}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -4.186274509803922}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -4.580645161290323}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": -4.1}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": -1.794871794871795}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": 0.27941176470588236}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": -5.129032258064516}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": -3.1206896551724137}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -1.1929824561403508}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 2.0}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": -11.255813953488373}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": 1.75}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -5.725}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": 4.8108108108108105}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -6.45945945945946}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": 3.1666666666666665}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": -1.2222222222222223}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -13.61111111111111}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -10.0}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -2.121212121212121}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -8.32258064516129}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 12.827586206896552}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": -3.2758620689655173}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -8.03448275862069}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -19.0}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -6.592592592592593}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -8.153846153846153}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -12.846153846153847}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -9.08}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -10.24}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -6.090909090909091}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..89412d58cbd94f392a6175d5c39f2764c4ea889e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.926760+00:00", + "ended_at": "2026-05-04T08:20:39.937277+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1dd18dac4cfc112d", + "problem_id": "v2p_n6_29225d9f0879dd9f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=40", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 40, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1dd18dac4cfc112d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1dd18dac4cfc112d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..03f9da79b3b6e20053ee8a61db781dfefc98d7d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 220}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cf52dea27c8bf2024b597df2e2e5ed782ede0760 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1def71ffabdac87e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 23107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.93, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1def71ffabdac87e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..484645268d186bf385078e61ed214e32ba31d95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:20.859527+00:00", + "ended_at": "2026-05-04T08:00:34.182313+00:00", + "elapsed_ms": 13322.93, + "prompt_metrics": { + "chars": 9009, + "bytes_utf8": 9009, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 1045, + "bytes_utf8": 1045, + "lines": 4, + "estimated_tokens": 316 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13234 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 1, + "estimated_tokens": 188 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 220 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d5cc1099b9fca1559b911c53b3c3880c1beb7f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X14", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9fcbdc30aecf2bc31529d4d27d84f2cc5dca39b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-a1f7-7741-981b-e3ed510ca9f2"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X14\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X14\\\" AS REAL)) AS \\\"row_num\\\",\\n COUNT(*) OVER () AS \\\"total_rows\\\"\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\",\"notes\":\"Applied the required template with measure_col bound to \\\"X14\\\" and predicate_col bound to \\\"X10\\\". Cast both TEXT-backed numeric columns to REAL for correct filtering, ordering, and median calculation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":220}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c05964a28fbd7cadf3fb7cc3fc363bb67a6e469 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X14\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X14\" AS REAL)) AS \"row_num\",\n COUNT(*) OVER () AS \"total_rows\"\n FROM \"n6\"\n WHERE CAST(\"X10\" AS REAL) >= 8.0\n)\nSELECT AVG(\"measure_col\") AS \"median_measure\"\nFROM ranked\nWHERE \"row_num\" BETWEEN (\"total_rows\" + 1) / 2 AND (\"total_rows\" + 2) / 2;","notes":"Applied the required template with measure_col bound to \"X14\" and predicate_col bound to \"X10\". Cast both TEXT-backed numeric columns to REAL for correct filtering, ordering, and median calculation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d62b069c89975391e3ebb04312f4824af87ac86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:21.043561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:23.774427Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:33.418304Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7bee574459d77426732db95e6562318511fe2dac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14. +Result preview: [{"median_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c431f2db3916fc2835fc8558e7d403b7c96573c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_1def71ffabdac87e +-- problem_id: v2p_n6_f1b3e16bad124fc6 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X14" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (ORDER BY CAST("X14" AS REAL)) AS "row_num", + COUNT(*) OVER () AS "total_rows" + FROM "n6" + WHERE CAST("X10" AS REAL) >= 8.0 +) +SELECT AVG("measure_col") AS "median_measure" +FROM ranked +WHERE "row_num" BETWEEN ("total_rows" + 1) / 2 AND ("total_rows" + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32b2fef94607a6441fb735e20e78ccc205ba34e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X14\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X14\" AS REAL)) AS \"row_num\",\n COUNT(*) OVER () AS \"total_rows\"\n FROM \"n6\"\n WHERE CAST(\"X10\" AS REAL) >= 8.0\n)\nSELECT AVG(\"measure_col\") AS \"median_measure\"\nFROM ranked\nWHERE \"row_num\" BETWEEN (\"total_rows\" + 1) / 2 AND (\"total_rows\" + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X14\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X14\\\" AS REAL)) AS \\\"row_num\\\",\\n COUNT(*) OVER () AS \\\"total_rows\\\"\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 9.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9615151c69d1fe30211dcf15699fb2f8da7f6be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:00:20.854931+00:00", + "ended_at": "2026-05-04T08:00:34.220124+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_1def71ffabdac87e", + "problem_id": "v2p_n6_f1b3e16bad124fc6", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=77" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_1def71ffabdac87e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1def71ffabdac87e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 23107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.93, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1def71ffabdac87e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..279da9476bcf87aa6498190e76177ee031cdf58b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:34.203359+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13322.93, "started_at": "2026-05-04T08:00:20.859527+00:00", "ended_at": "2026-05-04T08:00:34.182313+00:00", "prompt_metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 683, "bytes_utf8": 683, "lines": 1, "estimated_tokens": 188}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 220}, "stderr_preview": "2026-05-04T08:00:21.043561Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:23.774427Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\",\"notes\":\"Applied the required template with measure_col bound to \\\"X14\\\" and predicate_col bound to \\\"X10\\\". Cast both TEXT-backed numeric columns to REAL for correct filtering, ordering, and median calculation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b1aa5fd6fa42a9170ce658ae312dc36dfeb513f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_1def71ffabdac87e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_1def71ffabdac87e", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 220, + "total_tokens": 23107, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 188, + "estimated_total_tokens": 2984, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13322.93, + "sql_execution_elapsed_ms_total": 8.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_1def71ffabdac87e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd3f292bc7888d18ce1b404afaf8465cfd881a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8538, "bytes_utf8": 8538, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..578caa1653d3f1970ed96c4333543fc1b86c768f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_221d0a79d0a94de7", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13372.19, + "sql_execution_elapsed_ms_total": 2.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_221d0a79d0a94de7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18b1ee745e0330ad34db14876cb3ac4cae7f76e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:02:53.986302+00:00", + "ended_at": "2026-05-04T08:03:07.357098+00:00", + "elapsed_ms": 13372.19, + "prompt_metrics": { + "chars": 8538, + "bytes_utf8": 8538, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 665, + "bytes_utf8": 665, + "lines": 4, + "estimated_tokens": 196 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b3eba485bdaab9d71a8ddd78b6540df1de69321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X10.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X10", + "band_col": "X10", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b147f511fce596f6500659eb2458d1dbb98b64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-f824-7ed3-86d8-e6d182258993"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) BETWEEN -5.0 AND 5.0;\",\"notes\":\"Used the provided template with measure_col=\\\"X10\\\" and band_col=\\\"X10\\\". CAST to REAL is needed because the SQLite schema stores these numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7693934275e5b7dfb70eea457095750fe59469a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) BETWEEN -5.0 AND 5.0;","notes":"Used the provided template with measure_col=\"X10\" and band_col=\"X10\". CAST to REAL is needed because the SQLite schema stores these numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..80a98d036376e489250ddf2e34a32589431063ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:54.181564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:56.567223Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:06.645595Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..04f2b76befbd274f64bea4eec776119a19387fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X10. +Result preview: [{"total_measure": 101.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac5b508230ed1374ec9a39b4bf11228748ddc41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_221d0a79d0a94de7 +-- problem_id: v2p_n6_963838e47433f19f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) BETWEEN -5.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0fbfaf45d1023eb55c6683d2ceab37632039c52b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) BETWEEN -5.0 AND 5.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) BETWEEN -5.0 AND 5.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": 101.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c9414cb565a2a333ef7e019ef746253a38c60e60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:02:53.981598+00:00", + "ended_at": "2026-05-04T08:03:07.390271+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_221d0a79d0a94de7", + "problem_id": "v2p_n6_963838e47433f19f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "band_col": "X10", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=89" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_221d0a79d0a94de7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_221d0a79d0a94de7", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 111, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13372.19, + "sql_execution_elapsed_ms_total": 2.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_221d0a79d0a94de7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..226bcfa6c58a99b3134d88e352234509d9a974f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_221d0a79d0a94de7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:07.378820+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13372.19, "started_at": "2026-05-04T08:02:53.986302+00:00", "ended_at": "2026-05-04T08:03:07.357098+00:00", "prompt_metrics": {"chars": 8538, "bytes_utf8": 8538, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:02:54.181564Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:56.567223Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48c776acee024b2e878be9e2280cb5639fd4485a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-4e5b-76f1-bd90-69e98440fb0d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X8\\\", predicate_col=\\\"X9\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=15. Cast numeric-like TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec93914a2cbb1696482f84c2c1b8ab9e81bb1782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required template with fixed bindings: group_col=\"y\", measure_col=\"X8\", predicate_col=\"X9\", predicate_op=\">=\", predicate_value=8.0, and top_k=15. Cast numeric-like TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2077523530476fa80321e259d54c8f122099a212 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:31.990688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:34.464922Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:42.855147Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..728c94519ed7ff9cb94b8828af4af45456f9ca8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "total_measure": 40222.0}, {"y": "3", "total_measure": 741.0}, {"y": "2", "total_measure": 89.0}, {"y": "1", "total_measure": -1131.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a27c112b0bce320e8bac1c60d5ae0fe8635854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_248071d4c0499fcb +-- problem_id: v2p_n6_3f2251c7376ce223 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7309c6495d899fc9f2263cf1048f0d314de2da69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 40222.0}, {\"y\": \"3\", \"total_measure\": 741.0}, {\"y\": \"2\", \"total_measure\": 89.0}, {\"y\": \"1\", \"total_measure\": -1131.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1a770839cd875b42ba9654a5396a7a21db281ff1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:54:31.775508+00:00", + "ended_at": "2026-05-04T07:54:43.691733+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_248071d4c0499fcb", + "problem_id": "v2p_n6_3f2251c7376ce223", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_248071d4c0499fcb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_248071d4c0499fcb", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11878.88, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_248071d4c0499fcb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ccd25358bdf326c487b27686516e39c90661ab8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:43.679931+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11878.88, "started_at": "2026-05-04T07:54:31.778235+00:00", "ended_at": "2026-05-04T07:54:43.657363+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 481, "bytes_utf8": 481, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:54:31.990688Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:34.464922Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X8\\\", predicate_col=\\\"X9\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=15. Cast numeric-like TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b714444e40a2be3ca8649ec597cf49a130467fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_248071d4c0499fcb/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_248071d4c0499fcb", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22958, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2853, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11878.88, + "sql_execution_elapsed_ms_total": 3.08, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_248071d4c0499fcb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e438650a18799027e022dfd97de90a948830566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X6": "1", "support": 325, "avg_response": 2.5476923076923077}, {"X6": "2", "support": 319, "avg_response": 1.9373040752351096}, {"X6": "-2", "support": 316, "avg_response": -1.7721518987341771}, {"X6": "-1", "support": 308, "avg_response": 0.19480519480519481}, {"X6": "-3", "support": 300, "avg_response": -2.316666666666667}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a94d60c2e04db69809bd938e5ff7fbd6ad949a03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_24ca10128af73938 +-- problem_id: v2p_n6_7277d35378bc0da8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..837b2fb75323aa1ab989558483d5f77380e0cd44 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_24ca10128af73938\n-- problem_id: v2p_n6_7277d35378bc0da8\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_24ca10128af73938\\n-- problem_id: v2p_n6_7277d35378bc0da8\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 2.5476923076923077}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": 1.9373040752351096}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -1.7721518987341771}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": 0.19480519480519481}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.316666666666667}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 1.2350746268656716}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 2.6830188679245284}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 4.817490494296578}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 2.9957264957264957}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -3.130434782608696}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -1.2780269058295963}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -1.4575471698113207}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -4.369668246445498}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": -3.246376811594203}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 5.3538461538461535}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 3.140625}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -3.2888888888888888}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 5.107142857142857}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -5.421383647798742}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 3.5714285714285716}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -6.151515151515151}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -8.271186440677965}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 5.450980392156863}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 3.869565217391304}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 8.32967032967033}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -10.966666666666667}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -9.425287356321839}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.1866666666666665}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -5.913043478260869}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -7.971014492753623}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 9.327868852459016}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 7.933333333333334}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -6.415094339622642}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -10.150943396226415}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 16.51923076923077}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": 4.509803921568627}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -8.686274509803921}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 14.319148936170214}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -6.478260869565218}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 16.642857142857142}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 10.285714285714286}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 13.475}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 10.35135135135135}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": 2.3333333333333335}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 8.117647058823529}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -39.41935483870968}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 12.62962962962963}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -30.16}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 8.681818181818182}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -7.818181818181818}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7c8d6d1f4cb821ae9a8ae3ffe12cb3d6432799e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.642907+00:00", + "ended_at": "2026-05-04T08:20:39.653839+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_24ca10128af73938", + "problem_id": "v2p_n6_7277d35378bc0da8", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=18", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 18, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_24ca10128af73938.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_24ca10128af73938/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7de213ef91f2856b0cc8a484f1a2c2f2df5447d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X6": "1", "support": 325, "avg_response": 1.0707692307692307}, {"X6": "2", "support": 319, "avg_response": -0.13793103448275862}, {"X6": "-2", "support": 316, "avg_response": -1.5727848101265822}, {"X6": "-1", "support": 308, "avg_response": -0.45454545454545453}, {"X6": "-3", "support": 300, "avg_response": -2.49}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..56401dfb8dd9b8d71d60d2fb180d059f12307700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_26d4aaf802cf4cb5 +-- problem_id: v2p_n6_1c0767e50d8d1d75 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35e20eab4719d7296c3b7c489c607504bb44e41a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_26d4aaf802cf4cb5\n-- problem_id: v2p_n6_1c0767e50d8d1d75\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_26d4aaf802cf4cb5\\n-- problem_id: v2p_n6_1c0767e50d8d1d75\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 1.0707692307692307}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": -0.13793103448275862}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -1.5727848101265822}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": -0.45454545454545453}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.49}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 0.23134328358208955}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 0.4490566037735849}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 1.961977186311787}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 1.0299145299145298}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -3.3043478260869565}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -1.9192825112107623}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -2.443396226415094}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -3.7109004739336493}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": -3.1159420289855073}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 3.3897435897435897}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 0.265625}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -4.038888888888889}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 2.2738095238095237}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -5.509433962264151}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 3.3896103896103895}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -4.931818181818182}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -6.415254237288136}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 1.6372549019607843}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 3.3043478260869565}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 7.186813186813187}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -9.666666666666666}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -7.873563218390805}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.506666666666667}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -5.260869565217392}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -10.304347826086957}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 10.360655737704919}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 6.2}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -7.6415094339622645}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -10.20754716981132}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 11.807692307692308}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": 7.254901960784314}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -7.313725490196078}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 13.53191489361702}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -4.1521739130434785}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 10.5}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 7.214285714285714}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 10.175}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 6.351351351351352}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": -0.16666666666666666}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 4.676470588235294}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -39.61290322580645}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 7.7407407407407405}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -27.04}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 10.954545454545455}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -10.863636363636363}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.53}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d222d43aa82f85f0814fc42172258a62b9e404ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.656289+00:00", + "ended_at": "2026-05-04T08:20:39.665147+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_26d4aaf802cf4cb5", + "problem_id": "v2p_n6_1c0767e50d8d1d75", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=19", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 19, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_26d4aaf802cf4cb5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_26d4aaf802cf4cb5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..df8871599c5af9fa705d981643d477d2809b94cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 2000, "support_share": 0.25, "support_rank": 1}, {"value_label": "1", "support": 2000, "support_share": 0.25, "support_rank": 2}, {"value_label": "2", "support": 2000, "support_share": 0.25, "support_rank": 3}, {"value_label": "3", "support": 2000, "support_share": 0.25, "support_rank": 4}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..200dec721d8773ece2c49073118ae45b8358121e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/generated_sql.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n6_271e24df34be7b8a +-- problem_id: v2p_n6_b187c62c57ad8b15 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6f85357578cf96165bcccde49937aa76ce1fbe5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: count_distribution\n-- template_id: tpl_cardinality_support_rank_profile\n-- query_record_id: v2q_n6_271e24df34be7b8a\n-- problem_id: v2p_n6_b187c62c57ad8b15\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"n6\"\n GROUP BY \"y\"\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: count_distribution\\n-- template_id: tpl_cardinality_support_rank_profile\\n-- query_record_id: v2q_n6_271e24df34be7b8a\\n-- problem_id: v2p_n6_b187c62c57ad8b15\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\\nFROM grouped\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"support_rank\"], \"rows\": [{\"value_label\": \"0\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 1}, {\"value_label\": \"1\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 2}, {\"value_label\": \"2\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 3}, {\"value_label\": \"3\", \"support\": 2000, \"support_share\": 0.25, \"support_rank\": 4}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..db4d27809133326a6f663b7a704b2a1b72bbeccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.422962+00:00", + "ended_at": "2026-05-04T08:20:39.431095+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_271e24df34be7b8a", + "problem_id": "v2p_n6_b187c62c57ad8b15", + "dataset_id": "n6", + "template_id": "tpl_cardinality_support_rank_profile", + "template_name": "Cardinality Support Rank Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Support Rank Profile to probe support_rank_profile_consistency with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n)\nSELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank\nFROM grouped\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_271e24df34be7b8a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_271e24df34be7b8a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b9630a06408afbdb8d024bc1cb33d7a6a234605 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -1.2315436241610738}, {"X10": "-2", "support": 286, "avg_response": -1.0174825174825175}, {"X10": "-1", "support": 286, "avg_response": -1.0944055944055944}, {"X10": "2", "support": 276, "avg_response": -0.09420289855072464}, {"X10": "-3", "support": 264, "avg_response": -1.9015151515151516}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e88d28f4a88634fd364df0cfd8a800c70837316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_29bac650379eecf6 +-- problem_id: v2p_n6_d9c84a11a4c822e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3794946d6ea813b0793bfdae50020529e14e2b15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_29bac650379eecf6\n-- problem_id: v2p_n6_d9c84a11a4c822e5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_29bac650379eecf6\\n-- problem_id: v2p_n6_d9c84a11a4c822e5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -1.2315436241610738}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -1.0174825174825175}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -1.0944055944055944}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": -0.09420289855072464}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.9015151515151516}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 0.11673151750972763}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": -0.594488188976378}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": -0.6733067729083665}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.2828685258964143}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": -0.17316017316017315}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -4.4868421052631575}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 0.72}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": -0.2803738317757009}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 2.375609756097561}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.2553191489361701}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.2282608695652173}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -4.653409090909091}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": -4.132450331125828}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 3.372262773722628}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 2.678832116788321}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 3.5354330708661417}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 1.7401574803149606}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 2.7154471544715446}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -8.026548672566372}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -1.7727272727272727}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -5.144329896907217}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -6.412371134020619}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 4.0}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -6.075}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 2.873015873015873}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 6.387096774193548}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -9.1}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 1.9444444444444444}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": -1.7592592592592593}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 0.36538461538461536}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -4.627450980392157}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -9.46}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -3.891304347826087}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 2.9523809523809526}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -21.5}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 3.525}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 8.512820512820513}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": -2.942857142857143}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -5.171428571428572}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 1.878787878787879}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": -1.0303030303030303}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 9.548387096774194}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -4.838709677419355}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -5.379310344827586}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -5.178571428571429}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.08}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..429781f619b5ee416fd1b9300cd8d1bb4af8f23e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.855378+00:00", + "ended_at": "2026-05-04T08:20:39.866403+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_29bac650379eecf6", + "problem_id": "v2p_n6_d9c84a11a4c822e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=35", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 35, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_29bac650379eecf6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29bac650379eecf6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29bccc74eb15e6acf4b61b9853161b7fbcb2c12f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed6a0679b70633a89866897b7c21d4c9f7f468fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_29f02a48a2f38c6f", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14709.22, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_29f02a48a2f38c6f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1a22e367d7fe75be2f80f7ee4e5cea595eb0fe65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:47:00.688394+00:00", + "ended_at": "2026-05-04T07:47:15.403849+00:00", + "elapsed_ms": 14709.22, + "prompt_metrics": { + "chars": 8428, + "bytes_utf8": 8428, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 660, + "bytes_utf8": 660, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 336, + "bytes_utf8": 336, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a854699d0648402e0a3c5ec5c80cfba5e847913f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dce8685d5dd84eb4845b1ab12388effd30740d07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-6c6f-7bf0-8994-0b8d7ace0b31"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST to REAL is needed because the SQLite schema stores X16 as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4b108decee173ee319c85cd9d8703f7500395ed2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X16\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X16\". CAST to REAL is needed because the SQLite schema stores X16 as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f705d261a310d8bc2d8a34ceefa863e0b6308c60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:00.921125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:04.248622Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:14.650354Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73affc005ea411c0d1b49310461e4068b4989246 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "avg_measure": 0.0355}, {"y": "3", "avg_measure": -0.048}, {"y": "1", "avg_measure": -1.6125}, {"y": "0", "avg_measure": -14.83}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2baae0cd1a5c4c130342af8bf401faa9b746b5d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_29f02a48a2f38c6f +-- problem_id: v2p_n6_7d0b067ca5894883 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X16" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d6d7980dfd183d6a2bf42a27452cddd85814c46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X16\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": 0.0355}, {\"y\": \"3\", \"avg_measure\": -0.048}, {\"y\": \"1\", \"avg_measure\": -1.6125}, {\"y\": \"0\", \"avg_measure\": -14.83}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.72}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2c011a8412648bd23d4061d95073b34060fbe2d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:47:00.688394+00:00", + "ended_at": "2026-05-04T07:47:15.437785+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_29f02a48a2f38c6f", + "problem_id": "v2p_n6_7d0b067ca5894883", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_29f02a48a2f38c6f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_29f02a48a2f38c6f", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22848, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14709.22, + "sql_execution_elapsed_ms_total": 4.72, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_29f02a48a2f38c6f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..279fc351723d69c52140c8ad76259f8dbf00b23c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_29f02a48a2f38c6f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:15.413477+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14709.22, "started_at": "2026-05-04T07:47:00.688394+00:00", "ended_at": "2026-05-04T07:47:15.403849+00:00", "prompt_metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 336, "bytes_utf8": 336, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:47:00.921125Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:04.248622Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..74f7df744d13ab8beaba1a6c14d26c40bc79855f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-0d2f-7e40-9153-d5bc9f9c192b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Filtered Top-k Group Count template with bound roles group_col=y and predicate_col=y. Used SQLite-compatible quoted identifiers and a text literal for y='0' because the schema stores columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22775,"cached_input_tokens":19840,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d87d718509aeb3d2ac598f68369f023c47f4d33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;","notes":"Applied the provided Filtered Top-k Group Count template with bound roles group_col=y and predicate_col=y. Used SQLite-compatible quoted identifiers and a text literal for y='0' because the schema stores columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ae87162bcd66a5e1179dc23638662821317a4a9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:03.291313Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:05.669878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:12.897507Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e07bf982cc45322b295d260c191f9297a86bb566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c02f6b42a34928a2399098570db571b0032b7484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_2c381aabb749526e +-- problem_id: v2p_n6_e51b84cc0a13aafe +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2aa0559c96565c14af76f7daec531a307cba46f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE \"y\" = '0'\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE \\\"y\\\" = '0'\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 2000}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.92}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c40ea8a03ad791ad7216f11b02f1311c27111f37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:40:03.105838+00:00", + "ended_at": "2026-05-04T07:40:13.823746+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_2c381aabb749526e", + "problem_id": "v2p_n6_e51b84cc0a13aafe", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "y", + "predicate_op": "=", + "predicate_value": "0", + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_2c381aabb749526e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2c381aabb749526e", + "api_calls": 0, + "input_tokens": 22775, + "cached_input_tokens": 19840, + "output_tokens": 137, + "total_tokens": 22912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2686, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2788, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10679.35, + "sql_execution_elapsed_ms_total": 2.92, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_2c381aabb749526e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7fa2cdaea3a1992e7428701659ee83ab14a2c55c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2c381aabb749526e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:13.811454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10679.35, "started_at": "2026-05-04T07:40:03.108824+00:00", "ended_at": "2026-05-04T07:40:13.788328+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2686}, "response_metrics": {"chars": 414, "bytes_utf8": 414, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22775, "cached_input_tokens": 19840, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:40:03.291313Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:05.669878Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5abdea3a37c2b60aba303a08162702c99cc4fe1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-081d-7920-af7b-029b83cdd221"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X11\\\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"X11\\\" and threshold 5.0. CAST to REAL ensures numeric comparison because the SQLite schema stores \\\"X11\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7408b53057e565e7099f8055193da3d1dcfcf32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X11\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"X11\" and threshold 5.0. CAST to REAL ensures numeric comparison because the SQLite schema stores \"X11\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..938e29a1b422ec8409076027c363a5430c1e1fb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:04.688549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:07.026411Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:14.279184Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a0456764961789712a594b28d3696aa6a6bd6e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11. +Result preview: [{"empirical_cdf_at_threshold": 0.7515}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9f05d9c0328e0ff32563d4e75c504023314bf06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_2d14f3865e02bbbb +-- problem_id: v2p_n6_9403b3b1626d9150 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X11" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..184a28766aa7b5f372ee75b198fee81b822e9277 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X11\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X11\\\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.7515}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb5925ab0556291d3a71ec2cb4042dbac3f4ea2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:16:04.500426+00:00", + "ended_at": "2026-05-04T08:16:15.467682+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_2d14f3865e02bbbb", + "problem_id": "v2p_n6_9403b3b1626d9150", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=122" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_2d14f3865e02bbbb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_2d14f3865e02bbbb", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10923.5, + "sql_execution_elapsed_ms_total": 4.01, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_2d14f3865e02bbbb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67b34bbedd542bdd4bde299d7fd1b1f111039dfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_2d14f3865e02bbbb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:15.454291+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10923.5, "started_at": "2026-05-04T08:16:04.502614+00:00", "ended_at": "2026-05-04T08:16:15.426599+00:00", "prompt_metrics": {"chars": 8372, "bytes_utf8": 8372, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:16:04.688549Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:07.026411Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8eb7286a47608e5ed3102b1c2e41ed9d72150cdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"r\".\"y\",\n \"r\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"percentile_pos\" AS \"p\"\n ON \"r\".\"y\" = \"p\".\"y\"\n AND \"r\".\"rn\" = \"p\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd3d42638a5b782d140436bf1c492b5c4ba9faa2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-ebbc-7830-b342-4ee7e7854eb0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"y\\\",\\n \\\"r\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"percentile_pos\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"y\\\" = \\\"p\\\".\\\"y\\\"\\n AND \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite-compatible approximation of the grouped 95th percentile for \\\"X2\\\" by \\\"y\\\", using window ranks and CEIL(0.95 * group_size) because SQLite does not support PERCENTILE_CONT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":388}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d55f5a298b499ac90d51d8f1aa07841eace888a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"r\".\"y\",\n \"r\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"percentile_pos\" AS \"p\"\n ON \"r\".\"y\" = \"p\".\"y\"\n AND \"r\".\"rn\" = \"p\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite-compatible approximation of the grouped 95th percentile for \"X2\" by \"y\", using window ranks and CEIL(0.95 * group_size) because SQLite does not support PERCENTILE_CONT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..eafac46333c7b9ca4d649d4065963b986351380a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-2818-7630-910a-b43f10a8ad02"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"y\\\",\\n \\\"r\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"percentile_pos\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"y\\\" = \\\"p\\\".\\\"y\\\"\\n AND \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Repaired the SQLite error by replacing unsupported CEIL() with integer arithmetic that computes the nearest-rank 95th percentile position as ceil(0.95 * count). Uses only table \\\"n6\\\" and columns \\\"y\\\" and \\\"X2\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23062,"cached_input_tokens":21888,"output_tokens":449}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..82a482afb51d18349652cbf9ab8b1139ccd54a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"r\".\"y\",\n \"r\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"percentile_pos\" AS \"p\"\n ON \"r\".\"y\" = \"p\".\"y\"\n AND \"r\".\"rn\" = \"p\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Repaired the SQLite error by replacing unsupported CEIL() with integer arithmetic that computes the nearest-rank 95th percentile position as ceil(0.95 * count). Uses only table \"n6\" and columns \"y\" and \"X2\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..395581060462af7bf405a70e563991789276ed42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:02.075092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:04.512962Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:16.379087Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d975edd651b16d6acd1d5652ae97bcf916bb5366 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:05:17.521239Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:05:20.038804Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:34.572807Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0f6f6df04dd0ee1e3f6a23cc8ede7be094f4289 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "percentile_measure": 95.0}, {"y": "1", "percentile_measure": 25.0}, {"y": "3", "percentile_measure": 15.0}, {"y": "2", "percentile_measure": 11.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b07b5013d450489ef6b2be35f60acc4297d759f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_315998ce186533ef +-- problem_id: v2p_n6_82dda1d51c271b48 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + "r"."y", + "r"."measure_value" AS "percentile_measure" +FROM "ranked" AS "r" +JOIN "percentile_pos" AS "p" + ON "r"."y" = "p"."y" + AND "r"."rn" = "p"."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f0f3ae33a98d8d5fcfe3398b9f4094c70f8c27a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(((95 * \"cnt\") + 99) / 100 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n \"r\".\"y\",\n \"r\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS \"r\"\nJOIN \"percentile_pos\" AS \"p\"\n ON \"r\".\"y\" = \"p\".\"y\"\n AND \"r\".\"rn\" = \"p\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(((95 * \\\"cnt\\\") + 99) / 100 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n \\\"r\\\".\\\"y\\\",\\n \\\"r\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS \\\"r\\\"\\nJOIN \\\"percentile_pos\\\" AS \\\"p\\\"\\n ON \\\"r\\\".\\\"y\\\" = \\\"p\\\".\\\"y\\\"\\n AND \\\"r\\\".\\\"rn\\\" = \\\"p\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 95.0}, {\"y\": \"1\", \"percentile_measure\": 25.0}, {\"y\": \"3\", \"percentile_measure\": 15.0}, {\"y\": \"2\", \"percentile_measure\": 11.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 41.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c72db90cb798dd33ef211ea65bd8e8516b0862de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:05:01.891320+00:00", + "ended_at": "2026-05-04T08:05:35.496157+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_315998ce186533ef", + "problem_id": "v2p_n6_82dda1d51c271b48", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_315998ce186533ef.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_315998ce186533ef", + "api_calls": 0, + "input_tokens": 45829, + "cached_input_tokens": 43776, + "output_tokens": 837, + "total_tokens": 46666, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5647, + "estimated_output_tokens": 631, + "estimated_total_tokens": 6278, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33507.73, + "sql_execution_elapsed_ms_total": 41.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_315998ce186533ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..67b7511a58b8ee9afbed90f5246f2b8b8632d321 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_315998ce186533ef/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:05:17.337762+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15423.96, "started_at": "2026-05-04T08:05:01.893890+00:00", "ended_at": "2026-05-04T08:05:17.317949+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 951, "bytes_utf8": 951, "lines": 1, "estimated_tokens": 310}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 388}, "stderr_preview": "2026-05-04T08:05:02.075092Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:05:04.512962Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d4592c866170a1cb848111cd62baaaa5d952b90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-6b44-7942-b2d7-b047ea1d8670"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is applied because the SQLite schema stores numeric-looking feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":251}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5fd16504ad0ed4e4cbbdc16d4514299045cb043 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;","notes":"Used the planned Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X1\". CAST(\"X1\" AS REAL) is applied because the SQLite schema stores numeric-looking feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c1d29fddcab35f840b1b17c3d41c3b9de58a2632 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:27.407581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:29.857541Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:39.283481Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e865808c7208a2fa435ae85646aa044aea9eab3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "1", "support": 811}, {"y": "0", "support": 758}, {"y": "3", "support": 280}, {"y": "2", "support": 211}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba7899c82eb1f043a4ba27410ea7987f942a7c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_33db1b5144fa30de +-- problem_id: v2p_n6_a6ab4dcbe9f19f80 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ede7c0de10889b7a12c919fb2b4015b25b07076 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"1\", \"support\": 811}, {\"y\": \"0\", \"support\": 758}, {\"y\": \"3\", \"support\": 280}, {\"y\": \"2\", \"support\": 211}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..663e0e5e1c65e5d1faa999cf137d36f192f63358 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:40:27.134108+00:00", + "ended_at": "2026-05-04T07:40:40.159033+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_33db1b5144fa30de", + "problem_id": "v2p_n6_a6ab4dcbe9f19f80", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_33db1b5144fa30de.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_33db1b5144fa30de", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 23028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12984.51, + "sql_execution_elapsed_ms_total": 2.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_33db1b5144fa30de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..747694137fc3faeedfc22f5dbb14fb24351d0f66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:40.146702+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12984.51, "started_at": "2026-05-04T07:40:27.137662+00:00", "ended_at": "2026-05-04T07:40:40.121574+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 251}, "stderr_preview": "2026-05-04T07:40:27.407581Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:29.857541Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 18;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) is applied because the SQLite schema stores numeric-looking feature values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..147cb30f124db3f1243fe686c406163d5e4d43cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_33db1b5144fa30de/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_33db1b5144fa30de", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 251, + "total_tokens": 23028, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12984.51, + "sql_execution_elapsed_ms_total": 2.93, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_33db1b5144fa30de\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d980c3dc5f1c282f559dd940ccaecc64fba6d14b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X12": "-1", "support": 311, "avg_response": 0.7106109324758842}, {"X12": "-3", "support": 285, "avg_response": 1.6842105263157894}, {"X12": "2", "support": 275, "avg_response": -0.8654545454545455}, {"X12": "-2", "support": 266, "avg_response": -1.1578947368421053}, {"X12": "1", "support": 265, "avg_response": 0.8490566037735849}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..96eb317ffdc55e668805f8d8edfa2d27be51d6b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_34f8d22bb09ec319 +-- problem_id: v2p_n6_53480ceb60c268a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e98d19c628ceee0a3664351e7afe2d6b49396794 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_34f8d22bb09ec319\n-- problem_id: v2p_n6_53480ceb60c268a2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_34f8d22bb09ec319\\n-- problem_id: v2p_n6_53480ceb60c268a2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": 0.7106109324758842}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": 1.6842105263157894}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -0.8654545454545455}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -1.1578947368421053}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": 0.8490566037735849}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 1.6046511627906976}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": 0.9795081967213115}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": 1.834061135371179}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": 0.7004405286343612}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": 1.5161290322580645}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -0.5348837209302325}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": 1.5}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": 2.2657004830917873}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -1.1128205128205129}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": 1.7643979057591623}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 5.157894736842105}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": 3.1925465838509317}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 2.652173913043478}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": 1.6275862068965516}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": 1.1185185185185185}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -1.3865546218487395}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 6.113043478260869}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -1.1515151515151516}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": 0.6875}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": 4.516129032258065}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -0.9891304347826086}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 1.3209876543209877}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.037037037037037035}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": -0.05}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 4.53125}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": 8.82258064516129}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": 1.5901639344262295}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -11.933333333333334}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": 6.666666666666667}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -2.0}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 2.019607843137255}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -4.215686274509804}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 2.577777777777778}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": 6.116279069767442}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": -1.6046511627906976}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -2.6341463414634148}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": 1.55}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -1.435897435897436}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -3.948717948717949}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -5.384615384615385}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 9.5}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": 1.3428571428571427}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -3.0285714285714285}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -14.257142857142858}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 8.483870967741936}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..41559962c2cf49a9bf437244bed84a0d0798a3fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.941366+00:00", + "ended_at": "2026-05-04T08:20:39.952705+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_34f8d22bb09ec319", + "problem_id": "v2p_n6_53480ceb60c268a2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=41", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 41, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_34f8d22bb09ec319.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_34f8d22bb09ec319/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..495e638f0c482071a8cb79bc9c94b36a8418211c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 897, "bytes_utf8": 897, "lines": 1, "estimated_tokens": 276}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 314}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9404, "bytes_utf8": 9404, "lines": 304, "estimated_tokens": 2926}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 817, "bytes_utf8": 817, "lines": 1, "estimated_tokens": 256}, "usage": {"input_tokens": 23017, "cached_input_tokens": 21888, "output_tokens": 654}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3bf5148cb96479ab41c743d546267c2f11af5658 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3759def69450c200", + "api_calls": 0, + "input_tokens": 45784, + "cached_input_tokens": 43776, + "output_tokens": 968, + "total_tokens": 46752, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5602, + "estimated_output_tokens": 532, + "estimated_total_tokens": 6134, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38411.43, + "sql_execution_elapsed_ms_total": 30.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3759def69450c200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f73bd3e673c16116f4f78efc405503113ec55b74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:06:10.454953+00:00", + "ended_at": "2026-05-04T08:06:26.888957+00:00", + "elapsed_ms": 16434.67, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1329, + "bytes_utf8": 1329, + "lines": 4, + "estimated_tokens": 445 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13163 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 897, + "bytes_utf8": 897, + "lines": 1, + "estimated_tokens": 276 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 314 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..11541e0dbb4f70c84efc53d3cde74948a09b9c0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:06:26.911956+00:00", + "ended_at": "2026-05-04T08:06:48.884203+00:00", + "elapsed_ms": 21976.76, + "prompt_metrics": { + "chars": 9404, + "bytes_utf8": 9404, + "lines": 304, + "estimated_tokens": 2926 + }, + "stdout_metrics": { + "chars": 1236, + "bytes_utf8": 1236, + "lines": 4, + "estimated_tokens": 417 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 817, + "bytes_utf8": 817, + "lines": 1, + "estimated_tokens": 256 + }, + "usage": { + "input_tokens": 23017, + "cached_input_tokens": 21888, + "output_tokens": 654 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4736a98453013d56a8b05eb897c3ed029c76888c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..78c0e543b680d00232f07fcb787d739ef391ca4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..99b6de1472b91199c41b7ede7e6b52563414ee05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df205-f7a8-7ed2-98bf-562c7468f67d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X3\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X3\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\",\\n \\\"rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 90th percentile as the value at row CEIL(0.9 * group_size) after ordering CAST(\\\"X3\\\" AS REAL) within each \\\"y\\\" group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":314}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fff3d81c605542554350239bbcee3f8469d86ccb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\",\n \"rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions to approximate the grouped 90th percentile as the value at row CEIL(0.9 * group_size) after ordering CAST(\"X3\" AS REAL) within each \"y\" group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1946091819f63146288d1489a8831b0200ada556 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-37f1-7ec3-966f-1a326794fee1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X3\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X3\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 nearest-rank position: CAST((9 * cnt + 9) / 10 AS INTEGER).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23017,"cached_input_tokens":21888,"output_tokens":654}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c1b62de1c6247537e800a0a079987cade626209 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with integer arithmetic equivalent for the 0.9 nearest-rank position: CAST((9 * cnt + 9) / 10 AS INTEGER)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6c177a7f322a19e6a3ba42183d48cf93a784e83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:10.683754Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:13.254665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:25.796493Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..ec8aee2c9e87e0b551577dbcd1b305bc1f719aa1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:27.122436Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:29.528265Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:06:48.012860Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3a06d76f36ff925bbafe0bef3a600cde9746456 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "0", "percentile_measure": 72.0}, {"y": "1", "percentile_measure": 15.0}, {"y": "3", "percentile_measure": 8.0}, {"y": "2", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1972a9e6af9f2450da560f9f58a0c4a1899f971 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_3759def69450c200 +-- problem_id: v2p_n6_6e02c0f802db5fa5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X3" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X3" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b131f129290f7e0dbb90e89e8c66a82581a23c0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X3\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X3\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X3\" IS NOT NULL\n),\n\"percentile_pick\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n CAST((9 * \"cnt\" + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"percentile_pick\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X3\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X3\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X3\\\" IS NOT NULL\\n),\\n\\\"percentile_pick\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n CAST((9 * \\\"cnt\\\" + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pick\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 72.0}, {\"y\": \"1\", \"percentile_measure\": 15.0}, {\"y\": \"3\", \"percentile_measure\": 8.0}, {\"y\": \"2\", \"percentile_measure\": 5.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fd7c830b272323d2a3ba74355d49d322e0e2c405 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:06:10.452859+00:00", + "ended_at": "2026-05-04T08:06:48.945489+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3759def69450c200", + "problem_id": "v2p_n6_6e02c0f802db5fa5", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=98" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3759def69450c200.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3759def69450c200", + "api_calls": 0, + "input_tokens": 45784, + "cached_input_tokens": 43776, + "output_tokens": 968, + "total_tokens": 46752, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5602, + "estimated_output_tokens": 532, + "estimated_total_tokens": 6134, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 38411.43, + "sql_execution_elapsed_ms_total": 30.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3759def69450c200\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8521d71cb6ee0dbca1bc8b733807cf331fee12f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3759def69450c200/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:06:26.907933+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16434.67, "started_at": "2026-05-04T08:06:10.454953+00:00", "ended_at": "2026-05-04T08:06:26.888957+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 897, "bytes_utf8": 897, "lines": 1, "estimated_tokens": 276}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 314}, "stderr_preview": "2026-05-04T08:06:10.683754Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:13.254665Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfbfbe52346f26edfe982138ce6418c7c40fde87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_37ee741481111da9\n-- problem_id: v2p_n6_ac58bada9ceb5eb5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_37ee741481111da9\\n-- problem_id: v2p_n6_ac58bada9ceb5eb5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 1.5205882352941176}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 1.8978328173374612}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 0.6305732484076433}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.8278145695364238}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": 0.8561872909698997}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": 0.29931972789115646}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": 1.838487972508591}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 0.17073170731707318}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 2.056140350877193}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 4.365384615384615}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -0.1638655462184874}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 5.437768240343348}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": 1.2568807339449541}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": 1.9047619047619047}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 4.890710382513661}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 5.661016949152542}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -0.8596491228070176}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -0.7764705882352941}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 5.388888888888889}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": 1.8031496062992125}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": 0.8015873015873016}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 8.79816513761468}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 7.3076923076923075}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -5.269662921348314}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 9.964285714285714}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -0.7875}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 7.723684210526316}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 6.333333333333333}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 4.3538461538461535}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -5.288135593220339}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -3.4827586206896552}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 17.36842105263158}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": 2.388888888888889}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -1.2641509433962264}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 4.803921568627451}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 3.9607843137254903}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 12.560975609756097}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -9.853658536585366}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -5.324324324324325}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -13.567567567567568}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 7.428571428571429}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -4.9714285714285715}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 12.352941176470589}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 6.382352941176471}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -17.1875}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 3.2580645161290325}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 8.071428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -9.62962962962963}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -13.272727272727273}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -21.05}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fb9d929bf8ac373001f993349222cc8dde934b87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.151363+00:00", + "ended_at": "2026-05-04T08:20:40.160810+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_37ee741481111da9", + "problem_id": "v2p_n6_ac58bada9ceb5eb5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=53", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 53, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_37ee741481111da9.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_37ee741481111da9/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd3b8d2762d51c26324aa507eb71d90a3598d099 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8341, "bytes_utf8": 8341, "lines": 298, "estimated_tokens": 2612}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 264, "bytes_utf8": 264, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c05f5b6a70355ae6736e927b658703c935675672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3ac1854e93c706a5", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12228.38, + "sql_execution_elapsed_ms_total": 4.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3ac1854e93c706a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a1dc1737faa36978cd13548b624100105e8b9cbe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:38:30.651523+00:00", + "ended_at": "2026-05-04T07:38:42.883286+00:00", + "elapsed_ms": 12228.38, + "prompt_metrics": { + "chars": 8341, + "bytes_utf8": 8341, + "lines": 298, + "estimated_tokens": 2612 + }, + "stdout_metrics": { + "chars": 583, + "bytes_utf8": 583, + "lines": 4, + "estimated_tokens": 171 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 264, + "bytes_utf8": 264, + "lines": 1, + "estimated_tokens": 71 + }, + "usage": { + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 87 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2059048e206672bceb286d7b5f626f93943b920c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c21d2d24d241c77bfaf996ba58c5a5be480baea5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-a459-76f1-9f44-6104e928042f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the planned Grouped Count by Category template with group_col bound to \\\"y\\\" on the single table \\\"n6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da6c6bb25cbc896f16e0cd32a507b0bae1183235 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;","notes":"Used the planned Grouped Count by Category template with group_col bound to \"y\" on the single table \"n6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dadba17c6fa8e6b80a52afcaa2532fdc31bfb51b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:30.961868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:33.597334Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:38:42.099543Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1bb44c79fc79705b80022717e2c350cebe6eb47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_3ac1854e93c706a5 +-- problem_id: v2p_n6_170dc77a3a1bbec4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39e292053213bbc6f18a9ad03bfd3afba6dbd33b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc2d5d7b853c02cb1865ba39a95d890601c5df2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:38:30.648128+00:00", + "ended_at": "2026-05-04T07:38:42.917906+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3ac1854e93c706a5", + "problem_id": "v2p_n6_170dc77a3a1bbec4", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=0" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3ac1854e93c706a5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3ac1854e93c706a5", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 87, + "total_tokens": 22790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12228.38, + "sql_execution_elapsed_ms_total": 4.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3ac1854e93c706a5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c3a04b65f29eb224c802810d70c79f5603e80029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3ac1854e93c706a5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:38:42.906036+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12228.38, "started_at": "2026-05-04T07:38:30.651523+00:00", "ended_at": "2026-05-04T07:38:42.883286+00:00", "prompt_metrics": {"chars": 8341, "bytes_utf8": 8341, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 264, "bytes_utf8": 264, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:38:30.961868Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:33.597334Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa12287f31340bbf41b327c91d1b5cee25cc739d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-fb6f-7423-8a51-b816b2285b1d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X16\\\". Applied CAST(\\\"X16\\\" AS REAL) because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":22400,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58668ff95a59e62e87c19065ef4b17aebc8c1103 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X16\". Applied CAST(\"X16\" AS REAL) because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..276db0a42a57b32b747995083e5c13f368374924 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:04.317422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:06.786119Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:15.122176Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b93954019f00946a13155e147560af16fcca235a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 769}, {"y": "1", "support": 541}, {"y": "3", "support": 429}, {"y": "2", "support": 354}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03c156158d802669647544d5f1408cd3e89324f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_3c38507338772e9a +-- problem_id: v2p_n6_720369316d2c6f31 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e517bc2bae2f5beb27d66a574cbe0cbedb5b9f00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 769}, {\"y\": \"1\", \"support\": 541}, {\"y\": \"3\", \"support\": 429}, {\"y\": \"2\", \"support\": 354}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eafb6c68cb9cf73baa388067f0cfbfd7aa2037ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:41:04.102150+00:00", + "ended_at": "2026-05-04T07:41:15.950964+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3c38507338772e9a", + "problem_id": "v2p_n6_720369316d2c6f31", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3c38507338772e9a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3c38507338772e9a", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 22400, + "output_tokens": 147, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11817.47, + "sql_execution_elapsed_ms_total": 3.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3c38507338772e9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..aaeb08660a976c9a90c878a55f6662c5afab9a59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:15.940095+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11817.47, "started_at": "2026-05-04T07:41:04.105595+00:00", "ended_at": "2026-05-04T07:41:15.923481+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22779, "cached_input_tokens": 22400, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:41:04.317422Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:06.786119Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X16\\\". Applied CAST(\\\"X16\\\" AS REAL) because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..314f05b44ecc1fd63e0d0d532d9f23f153b2ac95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3c38507338772e9a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3c38507338772e9a", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 22400, + "output_tokens": 147, + "total_tokens": 22926, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11817.47, + "sql_execution_elapsed_ms_total": 3.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3c38507338772e9a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a8fd9d3890859290d6e485e85365fcc3616bd1e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8586, "bytes_utf8": 8586, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..17f434d43f8b351c7428acf5785af03eee9c967b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d04474f1a121820", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11982.16, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d04474f1a121820\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f4c436eecbc167ca62881344ece9893aeb6076fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:55.147024+00:00", + "ended_at": "2026-05-04T08:19:07.129412+00:00", + "elapsed_ms": 11982.16, + "prompt_metrics": { + "chars": 8586, + "bytes_utf8": 8586, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 789, + "bytes_utf8": 789, + "lines": 4, + "estimated_tokens": 238 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13156 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 455, + "bytes_utf8": 455, + "lines": 1, + "estimated_tokens": 124 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 140 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92459706c907d027f67b453a56d3beb2ba32c34b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0b750cb284128d4f4b2468b80bacef5549e859e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-a2a8-7d53-b32b-0b83e286f1eb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics indicate a numeric measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":140}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..498387a83af986e7eebe633722fe55a439e750d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics indicate a numeric measure."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20483bdf4d977b4740b5adfa2883e14330ecb79e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:55.328984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:57.752727Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:06.365660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7609568c49f26c1f1eb04224afa069c87fc1e194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}, {"y": "3", "total_measure": 455.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b4c6bc06f85dfccf11544fad7b5bf443450d5cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_3d04474f1a121820 +-- problem_id: v2p_n6_37f0e85b410e5fc5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05c42040aedf6cafcf350155a8bf7c793320551d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}, {\"y\": \"3\", \"total_measure\": 455.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.76}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..bf8d574c4b82e64ed8d3b45f0122ba09212d5561 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:18:55.144889+00:00", + "ended_at": "2026-05-04T08:19:07.175118+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3d04474f1a121820", + "problem_id": "v2p_n6_37f0e85b410e5fc5", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3d04474f1a121820.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d04474f1a121820", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11982.16, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d04474f1a121820\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d47461fb6a54925c0ed0206729f2c4ebf7ee2f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:07.159106+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11982.16, "started_at": "2026-05-04T08:18:55.147024+00:00", "ended_at": "2026-05-04T08:19:07.129412+00:00", "prompt_metrics": {"chars": 8586, "bytes_utf8": 8586, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 455, "bytes_utf8": 455, "lines": 1, "estimated_tokens": 124}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 140}, "stderr_preview": "2026-05-04T08:18:55.328984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:57.752727Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.0\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics indicate a numeric measure.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3c9ac18538c66a1597cf846b8ce298ddfa34de86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d04474f1a121820/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d04474f1a121820", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 140, + "total_tokens": 22912, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 124, + "estimated_total_tokens": 2807, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11982.16, + "sql_execution_elapsed_ms_total": 6.76, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d04474f1a121820\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..40cce5853bc83dd3d46ab34e9ecf0de5e0e11543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X12": "-1", "support": 311, "avg_response": -0.6784565916398714}, {"X12": "-3", "support": 285, "avg_response": -0.06666666666666667}, {"X12": "2", "support": 275, "avg_response": -2.418181818181818}, {"X12": "-2", "support": 266, "avg_response": -1.894736842105263}, {"X12": "1", "support": 265, "avg_response": -1.0}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c0d04b75de3949b3efb29aa90a3162ad520d00b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_3d2fdf9e0062bf51 +-- problem_id: v2p_n6_7f114539ab0f1670 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c43c0684f6670b1156bb60e2f2c12b336b41df54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_3d2fdf9e0062bf51\n-- problem_id: v2p_n6_7f114539ab0f1670\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_3d2fdf9e0062bf51\\n-- problem_id: v2p_n6_7f114539ab0f1670\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -0.6784565916398714}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": -0.06666666666666667}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -2.418181818181818}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -1.894736842105263}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": -1.0}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": -0.18992248062015504}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -1.7622950819672132}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": -0.925764192139738}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": -0.3788546255506608}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": -0.29493087557603687}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -3.2093023255813953}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": -1.0673076923076923}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": -0.9516908212560387}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -1.6153846153846154}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": -1.324607329842932}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 0.7251461988304093}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 0.4782608695652174}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": -0.7204968944099379}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": -1.3241379310344827}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -1.4}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -0.31932773109243695}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": -0.1565217391304348}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -3.323232323232323}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": -2.0}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": -3.5161290322580645}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -7.913043478260869}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.35802469135802467}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": -2.0123456790123457}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": 0.9875}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 2.59375}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": -2.6451612903225805}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -9.836065573770492}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -12.333333333333334}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": -2.087719298245614}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -4.410714285714286}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 4.2745098039215685}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -4.862745098039215}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 7.311111111111111}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": 3.744186046511628}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": -7.4186046511627906}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": 0.04878048780487805}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -9.55}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": 1.5897435897435896}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -3.076923076923077}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -4.538461538461538}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": -3.4166666666666665}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -9.2}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -10.085714285714285}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -12.371428571428572}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 3.6451612903225805}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..82040c59f4fdaf35edd70a665203142b76f031ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.970256+00:00", + "ended_at": "2026-05-04T08:20:39.981445+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3d2fdf9e0062bf51", + "problem_id": "v2p_n6_7f114539ab0f1670", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=43", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 43, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3d2fdf9e0062bf51.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d2fdf9e0062bf51/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fd568aa95810c25c999fd945fc720c50cb483d61 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a6b884e4021e562b0abe18442529fc3b287c6687 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d3dfb66a70357a0", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19311.79, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d3dfb66a70357a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2f8030e2b73eb34a2708108e983fc8351d73aaaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:06.978630+00:00", + "ended_at": "2026-05-04T07:53:26.290493+00:00", + "elapsed_ms": 19311.79, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 803, + "bytes_utf8": 803, + "lines": 4, + "estimated_tokens": 247 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 465, + "bytes_utf8": 465, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2a2b67edf042cdeeec64f9c260aa49ddc735745 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffb19e46c3a9a478d1eb15664891f41dd7b1951d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-159e-7012-9aa0-f92886d605f4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X5\\\", predicate_col=\\\"X6\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=17. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b530703248599c87223d36d305ce2008c0dd3934 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the planned template with fixed bindings: group_col=\"y\", measure_col=\"X5\", predicate_col=\"X6\", predicate_op=\">=\", predicate_value=8.0, top_k=17. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..03487fb9ff25464524ad9b38e18fb9a03c4e1d24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:11.986897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:15.617863Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:25.459612Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fded794b4622458c834818701f92587837312e55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "total_measure": 38198.0}, {"y": "1", "total_measure": 7655.0}, {"y": "2", "total_measure": -2290.0}, {"y": "3", "total_measure": -3862.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ba5293a57aeee564038667d8d609b9bcbf70445 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_3d3dfb66a70357a0 +-- problem_id: v2p_n6_fc45aea0196b657a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..943f267209ec29e3a26893c2df4eb354e3d42530 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 38198.0}, {\"y\": \"1\", \"total_measure\": 7655.0}, {\"y\": \"2\", \"total_measure\": -2290.0}, {\"y\": \"3\", \"total_measure\": -3862.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..917099113777c9cf6a09042a020103a96088634f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:53:06.975258+00:00", + "ended_at": "2026-05-04T07:53:26.331760+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3d3dfb66a70357a0", + "problem_id": "v2p_n6_fc45aea0196b657a", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3d3dfb66a70357a0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d3dfb66a70357a0", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19311.79, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d3dfb66a70357a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..259ef6eb2cd4653a2108cf2a751996092cdef736 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:26.315781+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19311.79, "started_at": "2026-05-04T07:53:06.978630+00:00", "ended_at": "2026-05-04T07:53:26.290493+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 465, "bytes_utf8": 465, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:53:11.986897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:15.617863Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the planned template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X5\\\", predicate_col=\\\"X6\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=17. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4535c041d42d0090ec7787e3c429759be26375e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3d3dfb66a70357a0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3d3dfb66a70357a0", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 161, + "total_tokens": 22970, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2852, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19311.79, + "sql_execution_elapsed_ms_total": 3.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3d3dfb66a70357a0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6798a5c4c5dd2a8eaa3e9af74b41abe3aeebb97e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0ca228ca44f9c0408a2d973c70f72f3c1d890634 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3dd42c8e8d197f52", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12761.94, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3dd42c8e8d197f52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8de6608c042f8eb56e5ed923aea0ccd78d6056a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:50.499077+00:00", + "ended_at": "2026-05-04T07:56:03.258735+00:00", + "elapsed_ms": 12761.94, + "prompt_metrics": { + "chars": 8873, + "bytes_utf8": 8873, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 886, + "bytes_utf8": 886, + "lines": 4, + "estimated_tokens": 271 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 541, + "bytes_utf8": 541, + "lines": 1, + "estimated_tokens": 153 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 186 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52fb595536336b69062d8241bf869a8a0ccc73f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4dc9582dce9abb6c4d584292ac427c40cdb8f5a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-81da-7d92-a4e3-0089532aa812"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the provided binned group average template with both band_col and measure_col bound to \\\"X13\\\". Cast \\\"X13\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":19840,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..474ea2dd5b7ef45f3c31ac021e7bbf27fe4f8b9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X13\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the provided binned group average template with both band_col and measure_col bound to \"X13\". Cast \"X13\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28016ee751b872a4c3b99ee8ead4da87815b445a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:50.667097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:52.998999Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:02.674606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabc5faa4264d023aebb8366b640f7f08d7d5964 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13. +Result preview: [{"band_bucket": "high", "avg_measure": 27.584659913169318}, {"band_bucket": "mid", "avg_measure": -0.5001893222264294}, {"band_bucket": "low", "avg_measure": -35.543352601156066}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99ccc08cac749c67f065ffdf8f86f6a57b95be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_3dd42c8e8d197f52 +-- problem_id: v2p_n6_acb744d3e3cdfa9f +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X13" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..43cc69ffa6eb4b62891946d562a1b284fae70471 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X13\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 27.584659913169318}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5001893222264294}, {\"band_bucket\": \"low\", \"avg_measure\": -35.543352601156066}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e402463c01a032cbfb8c69c4130fa1035472101b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:55:50.495804+00:00", + "ended_at": "2026-05-04T07:56:03.300989+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_3dd42c8e8d197f52", + "problem_id": "v2p_n6_acb744d3e3cdfa9f", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_3dd42c8e8d197f52.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_3dd42c8e8d197f52", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12761.94, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_3dd42c8e8d197f52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c7905bf2f5bf99762e779f9c24d968d039a4f943 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_3dd42c8e8d197f52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:03.285323+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12761.94, "started_at": "2026-05-04T07:55:50.499077+00:00", "ended_at": "2026-05-04T07:56:03.258735+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 541, "bytes_utf8": 541, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 186}, "stderr_preview": "2026-05-04T07:55:50.667097Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:52.998999Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X9", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..135bc2837c679c8a8d684cb7b34312c5fb6586c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-1040-7491-959f-bf8379728e65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X9\\\" AS REAL) AS \\\"X9\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X9\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col=\\\"X9\\\" and predicate_col=\\\"X9\\\" >= 8.0. Casted \\\"X9\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":208}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..17aff243223ad56d884e5a458cdf8dc3d16b0feb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X9\" AS REAL) AS \"X9\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X9\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X9\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X9\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the required template with measure_col=\"X9\" and predicate_col=\"X9\" >= 8.0. Casted \"X9\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5ad826045b9ab31a0565ce01ca3ab97b28624b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:38.194393Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:41.106233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:52.046772Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6ce907e48e319d17bf94370acbf023e4085f791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9. +Result preview: [{"median_measure": 20.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e7df7ed2e3fb46c67602826ca81eb1f1c5e007f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_405e1b81fd4b8c63 +-- problem_id: v2p_n6_cf0f21235629d828 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X9" AS REAL) AS "X9", + ROW_NUMBER() OVER (ORDER BY CAST("X9" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X9" AS REAL) >= 8.0 +) +SELECT AVG("X9") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1ebf44a0b1a8a88571009fa36dacdf5eb269d6f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X9\" AS REAL) AS \"X9\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X9\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X9\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X9\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X9\\\" AS REAL) AS \\\"X9\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X9\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 20.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4b0d71a3f5e3f8c7923b4927598a85bafe89a134 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:58:38.024854+00:00", + "ended_at": "2026-05-04T07:58:52.884434+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_405e1b81fd4b8c63", + "problem_id": "v2p_n6_cf0f21235629d828", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 17, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_405e1b81fd4b8c63.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_405e1b81fd4b8c63", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14821.12, + "sql_execution_elapsed_ms_total": 7.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_405e1b81fd4b8c63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e274a27fa1d3c9cf933da5fff4ccd0b1edd0406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:52.869058+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14821.12, "started_at": "2026-05-04T07:58:38.027745+00:00", "ended_at": "2026-05-04T07:58:52.848749+00:00", "prompt_metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 589, "bytes_utf8": 589, "lines": 1, "estimated_tokens": 176}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 208}, "stderr_preview": "2026-05-04T07:58:38.194393Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:41.106233Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col=\\\"X9\\\" and predicate_col=\\\"X9\\\" >= 8.0. Casted \\\"X9\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..013910f98f50306fdb4fee710e8bea7b084d641d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_405e1b81fd4b8c63/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_405e1b81fd4b8c63", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 208, + "total_tokens": 23095, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14821.12, + "sql_execution_elapsed_ms_total": 7.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_405e1b81fd4b8c63\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa68f56687a748852596dff674594e239035c9e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7f4082b75bd534770ab977f0b58b10403e28ec60 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_42bd988e771b1e9f", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15121.4, + "sql_execution_elapsed_ms_total": 4.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_42bd988e771b1e9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4dfa129593036e5c17f7896dd5ae1d918eb9ecb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:39.879446+00:00", + "ended_at": "2026-05-04T07:53:55.000686+00:00", + "elapsed_ms": 15121.4, + "prompt_metrics": { + "chars": 8694, + "bytes_utf8": 8694, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 823, + "bytes_utf8": 823, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 485, + "bytes_utf8": 485, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 153 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac040c5130c20b6fd2788cab1057229fccb740e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e07ae717874ade681cdf9ce3ed81c93dc4b8348f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-83aa-79a1-b17a-8eb7ef5abd4d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X6\\\", predicate_col=\\\"X7\\\", predicate_op=\\\">=\\\", predicate_value=6.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b162e0a1b527df6c155f2dc07705430dac83236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X6\", predicate_col=\"X7\", predicate_op=\">=\", predicate_value=6.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..228a49170c99bb81f148d157010090eb4061fd82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:40.067266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:45.667013Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:54.152780Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ecc5b3342cd7fcfb27f21a114826111cdc5259a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "total_measure": 38983.0}, {"y": "1", "total_measure": 5213.0}, {"y": "3", "total_measure": 2033.0}, {"y": "2", "total_measure": 1251.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fac66b4adb0fdf6cfc9de3c8e4fb44adf7f572ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_42bd988e771b1e9f +-- problem_id: v2p_n6_4a3694a6c2ff8ff4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c50d3a32530828fb0eff3a1114518f9f47add9ca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) >= 6.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 38983.0}, {\"y\": \"1\", \"total_measure\": 5213.0}, {\"y\": \"3\", \"total_measure\": 2033.0}, {\"y\": \"2\", \"total_measure\": 1251.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..39f5ed04da002d18fffd5cec1a319c49a2ded122 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:53:39.875342+00:00", + "ended_at": "2026-05-04T07:53:55.039196+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_42bd988e771b1e9f", + "problem_id": "v2p_n6_4a3694a6c2ff8ff4", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_42bd988e771b1e9f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_42bd988e771b1e9f", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15121.4, + "sql_execution_elapsed_ms_total": 4.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_42bd988e771b1e9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c466b070788e0e54025143bbc9ed7d20a0f3c967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:55.026356+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15121.4, "started_at": "2026-05-04T07:53:39.879446+00:00", "ended_at": "2026-05-04T07:53:55.000686+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:53:40.067266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:45.667013Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X6\\\", predicate_col=\\\"X7\\\", predicate_op=\\\">=\\\", predicate_value=6.0, and top_k=18. Cast numeric-looking TEXT columns to REAL for SQLite-safe aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24388310cc593a7b2e8e7ea02cd575cf4e716e92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_42bd988e771b1e9f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_42bd988e771b1e9f", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15121.4, + "sql_execution_elapsed_ms_total": 4.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_42bd988e771b1e9f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4d0cfda41e176c59cd853b8c9fb6a1984750b4be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6ccef2c96d916ed6c504b666c694a3c8fcff1449 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_438f6efef0616559", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22517.93, + "sql_execution_elapsed_ms_total": 21.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_438f6efef0616559\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e2eeaad0a905d610bc1f602d71e34a2117aa866 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:48:23.722836+00:00", + "ended_at": "2026-05-04T07:48:46.238023+00:00", + "elapsed_ms": 22517.93, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 209 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13255 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 429, + "bytes_utf8": 429, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d7582319b72ce35affc9331100b6c52213df1bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e43eddde1fb29d20913cacb9eee4b264e04e5aaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-b0a5-7892-b5a0-d4c96ea1247e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X7\\\". CAST to REAL ensures SQLite computes the average numerically because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0ab310f416d246eb48fd2982f695c575a920742 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X7\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X7\". CAST to REAL ensures SQLite computes the average numerically because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..445d2c55aae550589e6e6b4a2ed71e93bfb75be4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:23.972538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:28.431315Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:44.608833Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..620f798bfa360c13cdb3764bcd14ed9fe3ddcb66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "avg_measure": 0.0035}, {"y": "2", "avg_measure": -0.449}, {"y": "1", "avg_measure": -0.8735}, {"y": "0", "avg_measure": -12.2735}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a8417e889dd773c0dd70916181fcc7c376524db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_438f6efef0616559 +-- problem_id: v2p_n6_670e3127ac5c8988 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X7" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8f6f018bd68b75f53d836be3e2c3ecb95cec45a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X7\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": 0.0035}, {\"y\": \"2\", \"avg_measure\": -0.449}, {\"y\": \"1\", \"avg_measure\": -0.8735}, {\"y\": \"0\", \"avg_measure\": -12.2735}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..da5eb8117539435bfe8c464d156822f4c82a399b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:48:23.717991+00:00", + "ended_at": "2026-05-04T07:48:46.289503+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_438f6efef0616559", + "problem_id": "v2p_n6_670e3127ac5c8988", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_438f6efef0616559.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_438f6efef0616559", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 119, + "total_tokens": 22860, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22517.93, + "sql_execution_elapsed_ms_total": 21.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_438f6efef0616559\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d760d55517aa04aa63aa7638795bd238effdc199 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_438f6efef0616559/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:46.259609+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22517.93, "started_at": "2026-05-04T07:48:23.722836+00:00", "ended_at": "2026-05-04T07:48:46.238023+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 429, "bytes_utf8": 429, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 119}, "stderr_preview": "2026-05-04T07:48:23.972538Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:28.431315Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X15", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e210237352e983d5396ca4d08942cb26433f06f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-c270-76f1-bc7f-46027f88fe8d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X15\\\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"X15\\\" and threshold fixed at 5.0. CAST to REAL is included because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..991de23e1a3c32a2defa39e7258859ea2e2a5173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X15\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"X15\" and threshold fixed at 5.0. CAST to REAL is included because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ff296c72863489deeca357fad6c5391f2f9e4e37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:52.386134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:54.712159Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:01.577390Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4a33ff360bd6f4b07a36bd45d311b1a1cde3acc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15. +Result preview: [{"empirical_cdf_at_threshold": 0.754}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec4be91d2ffd0201782eb4c69a85ccb62f7cfbda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_453c9964d93f2632 +-- problem_id: v2p_n6_db8f4c6bf6cbb8aa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X15" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..55275ca3e69722928a55d502b196f74239b2e896 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X15\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X15\\\" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.754}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1820bda5a77a2060d13d5a40cfdfd90a45e5fb1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:16:52.213849+00:00", + "ended_at": "2026-05-04T08:17:02.450015+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_453c9964d93f2632", + "problem_id": "v2p_n6_db8f4c6bf6cbb8aa", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/1", + "binding_index=126" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_453c9964d93f2632.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_453c9964d93f2632", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10202.66, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_453c9964d93f2632\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4156c3e32358665a604002a1529d5ec384d888a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_453c9964d93f2632/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:02.440336+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10202.66, "started_at": "2026-05-04T08:16:52.216559+00:00", "ended_at": "2026-05-04T08:17:02.419165+00:00", "prompt_metrics": {"chars": 8372, "bytes_utf8": 8372, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 371, "bytes_utf8": 371, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:16:52.386134Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:54.712159Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf40813f5826d953df23edf10b79f820acae7972 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-8fb3-7ae3-8a6e-98502fde807d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"y\\\" on the single table \\\"n6\\\". Identifiers are double-quoted for SQLite compatibility.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":97}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5b271507eef6872caabf19d4d91e5d4638bf4ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"y\" on the single table \"n6\". Identifiers are double-quoted for SQLite compatibility."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d999060f11a8e0b1f28383cd7552be3d61a482f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:31.194201Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:33.832299Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:40.310189Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3b59c05d0dd6319ae55972d6f41db25e27bc198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_47d71fa4b07cede1 +-- problem_id: v2p_n6_2c7eb24e5f3d0679 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..602ca0f0d23883c957b10a5b595d9ff12c6d6646 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..44cd580f27115392ec0329b2478a6d9581b06af3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:39:30.986219+00:00", + "ended_at": "2026-05-04T07:39:41.207270+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_47d71fa4b07cede1", + "problem_id": "v2p_n6_2c7eb24e5f3d0679", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=5" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_47d71fa4b07cede1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_47d71fa4b07cede1", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 97, + "total_tokens": 22800, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 81, + "estimated_total_tokens": 2693, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10180.86, + "sql_execution_elapsed_ms_total": 4.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_47d71fa4b07cede1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..136d5f23f6cb45e288d5ccf8699169e6b7970d66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_47d71fa4b07cede1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:41.195187+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10180.86, "started_at": "2026-05-04T07:39:30.988420+00:00", "ended_at": "2026-05-04T07:39:41.169621+00:00", "prompt_metrics": {"chars": 8340, "bytes_utf8": 8340, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 321, "bytes_utf8": 321, "lines": 1, "estimated_tokens": 81}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 97}, "stderr_preview": "2026-05-04T07:39:31.194201Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:33.832299Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c1534abb023ef02464c35bcdc8c85c2704768d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-14d5-7343-b191-274c1a88970b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X5\\\" AS REAL)) > 10.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c858640068aab06c99fa725263009c990d6cd6fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X5\" AS REAL)) > 10.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X5\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2a00bf23af81849897b3c393efe21c23e762c63a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:13.496856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:16.088987Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:26.086393Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f7ae107d62d851c970c7fbc3077ba138466c0b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "total_measure": 12044.0}, {"y": "3", "total_measure": 252.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..95b4417c2b623de979cc148ac818a97f375f4fdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_485751da6196c8fe +-- problem_id: v2p_n6_69974604f5c61123 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X5" AS REAL)) > 10.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b255490ad0e6b6b4ab150d30747c4eaa1063da89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X5\" AS REAL)) > 10.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X5\\\" AS REAL)) > 10.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 12044.0}, {\"y\": \"3\", \"total_measure\": 252.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c969674f30a99836228a01ef0f84fa78595061df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:17:13.291396+00:00", + "ended_at": "2026-05-04T08:17:27.010616+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_485751da6196c8fe", + "problem_id": "v2p_n6_69974604f5c61123", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=132" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_485751da6196c8fe.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_485751da6196c8fe", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13686.34, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_485751da6196c8fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3ca08b29cb59d026e33dc8b93b610be0969632da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:26.998443+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13686.34, "started_at": "2026-05-04T08:17:13.294171+00:00", "ended_at": "2026-05-04T08:17:26.980195+00:00", "prompt_metrics": {"chars": 8587, "bytes_utf8": 8587, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 430, "bytes_utf8": 430, "lines": 1, "estimated_tokens": 117}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T08:17:13.496856Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:16.088987Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 10.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". CAST to REAL was added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..620152ad247cd9c034fe334dd5c2b681abb2837d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_485751da6196c8fe/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_485751da6196c8fe", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22905, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 117, + "estimated_total_tokens": 2800, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13686.34, + "sql_execution_elapsed_ms_total": 4.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_485751da6196c8fe\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..315cb1b47f34a562735770891a82104c312d63e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..13e6299ff62c78c5d469d9239c7d799c45423cb8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4885bdec49334963", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14365.6, + "sql_execution_elapsed_ms_total": 23.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4885bdec49334963\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2bdf3ab1daeccf40f8cf362a260b56536847a329 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:50:34.563211+00:00", + "ended_at": "2026-05-04T07:50:48.929582+00:00", + "elapsed_ms": 14365.6, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 765, + "bytes_utf8": 765, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13190 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 437, + "bytes_utf8": 437, + "lines": 1, + "estimated_tokens": 108 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 143 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f9b106be8e41395c4a82e36f1f4c284189b75fe3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d67b79c0350adeb5a9f07383273ee167010e8bbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-afbc-7c00-811d-4a316fd73976"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X11\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics describe it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3711a7fff85d408ada467e3588ca224ff3148032 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X11\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X11\". Cast \"X11\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics describe it as numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0f888793bc9490cd455f4636380e0422e6e975d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:34.738353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:37.482126Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:46.748389Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4402ecce34b665e6b0b4be9cdde424df96cf8712 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "avg_measure": 0.269}, {"y": "3", "avg_measure": -0.307}, {"y": "2", "avg_measure": -0.362}, {"y": "0", "avg_measure": -13.698}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7eb644a2c3778c64a831ef35f715c841983be2e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_4885bdec49334963 +-- problem_id: v2p_n6_c13a9805c969b1cf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X11" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9b6f001784741ea023a0f38810ca62457000705 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X11\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X11\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.269}, {\"y\": \"3\", \"avg_measure\": -0.307}, {\"y\": \"2\", \"avg_measure\": -0.362}, {\"y\": \"0\", \"avg_measure\": -13.698}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 23.34}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..90b3a9ff0be8bff99075d0316816eb06944e97da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:50:34.558559+00:00", + "ended_at": "2026-05-04T07:50:48.983378+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4885bdec49334963", + "problem_id": "v2p_n6_c13a9805c969b1cf", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4885bdec49334963.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4885bdec49334963", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 143, + "total_tokens": 22883, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 108, + "estimated_total_tokens": 2757, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14365.6, + "sql_execution_elapsed_ms_total": 23.34, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4885bdec49334963\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb2e3a4115c46e5faf4834f480d9502903e52290 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4885bdec49334963/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:48.951578+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14365.6, "started_at": "2026-05-04T07:50:34.563211+00:00", "ended_at": "2026-05-04T07:50:48.929582+00:00", "prompt_metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 437, "bytes_utf8": 437, "lines": 1, "estimated_tokens": 108}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 143}, "stderr_preview": "2026-05-04T07:50:34.738353Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:37.482126Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d13ba82d4590071a3e0095c3e9b0a85487119c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-023b-7130-8b61-74e084f5ff65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Thresholded Group Ranking template with fixed bindings group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..150da7d1050361038012be65b7f68f2a2480e595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Used the required Thresholded Group Ranking template with fixed bindings group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84171672b64b1b33df90d41c217cbd2ae245b669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:19.805921Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:22.201104Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:33.353754Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..48c3ae10c4885790b41bb742285aa31d97aaa3dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "total_measure": 7495.0}, {"y": "3", "total_measure": 321.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..315fb6da2c01deb5d726709a3032266d5377ccbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4911127137d7117a +-- problem_id: v2p_n6_1a4e119ed2cae651 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d875a5611deb0bac86823ff190bfdc4aa1f11522 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 8.0\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 8.0\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7495.0}, {\"y\": \"3\", \"total_measure\": 321.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4501879d95e7b9002160caa707e091eeb3523dbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:19:19.597960+00:00", + "ended_at": "2026-05-04T08:19:33.932746+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4911127137d7117a", + "problem_id": "v2p_n6_1a4e119ed2cae651", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4911127137d7117a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4911127137d7117a", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14301.7, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4911127137d7117a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c0803e913ccad3a4b56af7df4e8c6a6754c19a17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:33.920523+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14301.7, "started_at": "2026-05-04T08:19:19.601073+00:00", "ended_at": "2026-05-04T08:19:33.902344+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 442, "bytes_utf8": 442, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:19:19.805921Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:22.201104Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 8.0\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Used the required Thresholded Group Ranking template with fixed bindings group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cc119e53b60ae81df3919b30421901e4a8e121e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4911127137d7117a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4911127137d7117a", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22908, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14301.7, + "sql_execution_elapsed_ms_total": 4.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4911127137d7117a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64409261a782531217255a116a45c81f259e8f73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8451c7c3f6e59c0a46c19e90b3fa356940e8a22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4b455cc59ed34285", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11456.72, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4b455cc59ed34285\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7bb7c32cc78eda430d0e7d33afa102c487053493 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:41:52.968285+00:00", + "ended_at": "2026-05-04T07:42:04.423563+00:00", + "elapsed_ms": 11456.72, + "prompt_metrics": { + "chars": 8610, + "bytes_utf8": 8610, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 223 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 448, + "bytes_utf8": 448, + "lines": 1, + "estimated_tokens": 115 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92d4c4ef5657a8d2aef3e2999a341597dd599d7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e7b36ace0c69370f880a68ec5d4e693a63216c91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-ba66-7a41-aa46-0b5abd7faf3a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate on numeric feature \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) ensures correct numeric comparison because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":19840,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7cea3c181fc958f05300e0d6accb6e1b85718913 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate on numeric feature \"X1\". CAST(\"X1\" AS REAL) ensures correct numeric comparison because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aac9cac070c6426a8811cdc7fbdc2a01738b9f6f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:53.176203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:55.577772Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:03.634517Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1641901c3eceac326403f654cbd851eebda6b4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "1", "support": 811}, {"y": "0", "support": 758}, {"y": "3", "support": 280}, {"y": "2", "support": 211}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc947a3076bca643ab3c6ccf1df150a2a25394ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_4b455cc59ed34285 +-- problem_id: v2p_n6_9eab90a825021a71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d18759eac3aff8c26a9f11c2d4992bb0727fd3ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"1\", \"support\": 811}, {\"y\": \"0\", \"support\": 758}, {\"y\": \"3\", \"support\": 280}, {\"y\": \"2\", \"support\": 211}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a89140ad21a9615146382a522dcaa6ec3cd7611c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:41:52.966025+00:00", + "ended_at": "2026-05-04T07:42:04.471600+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4b455cc59ed34285", + "problem_id": "v2p_n6_9eab90a825021a71", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4b455cc59ed34285.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4b455cc59ed34285", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11456.72, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4b455cc59ed34285\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f16d92f96766656b1a4241410556ea9b58c1efe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:04.451628+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11456.72, "started_at": "2026-05-04T07:41:52.968285+00:00", "ended_at": "2026-05-04T07:42:04.423563+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 448, "bytes_utf8": 448, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 162}, "stderr_preview": "2026-05-04T07:41:53.176203Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:55.577772Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate on numeric feature \\\"X1\\\". CAST(\\\"X1\\\" AS REAL) ensures correct numeric comparison because the SQLite schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef440fdee0b010968ce78e10d693126b7ce0d37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4b455cc59ed34285/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4b455cc59ed34285", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 162, + "total_tokens": 22941, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2805, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11456.72, + "sql_execution_elapsed_ms_total": 3.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4b455cc59ed34285\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28016a1807877e786a6fc96d49f53c701c5bde92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": 0.2483221476510067}, {"X10": "-1", "support": 286, "avg_response": 0.9300699300699301}, {"X10": "-2", "support": 286, "avg_response": 0.8041958041958042}, {"X10": "2", "support": 276, "avg_response": 1.2463768115942029}, {"X10": "-3", "support": 264, "avg_response": -0.125}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4ba55a098ce95e6d0840c48453a62c8438b7ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_4d6230893aae8890 +-- problem_id: v2p_n6_c8e36e958092a727 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..facb1294b51c8c7c6c04618d2b6b97bf4f3c121a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_4d6230893aae8890\n-- problem_id: v2p_n6_c8e36e958092a727\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_4d6230893aae8890\\n-- problem_id: v2p_n6_c8e36e958092a727\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": 0.2483221476510067}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": 0.9300699300699301}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": 0.8041958041958042}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": 1.2463768115942029}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -0.125}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 0.7237354085603113}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": 0.7913385826771654}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": 0.4063745019920319}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.2430278884462151}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": 0.8138528138528138}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -2.675438596491228}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 1.2044444444444444}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": 2.107476635514019}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 3.151219512195122}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -0.7978723404255319}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": 0.6630434782608695}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -1.6363636363636365}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": 0.039735099337748346}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 4.065693430656935}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 3.2335766423357666}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 4.519685039370079}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 4.362204724409449}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 8.073170731707316}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -3.079646017699115}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -0.7727272727272727}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": 2.6288659793814433}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -2.443298969072165}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 8.24731182795699}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -4.65}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 10.555555555555555}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 11.338709677419354}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": 0.23333333333333334}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": 6.833333333333333}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 6.425925925925926}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 9.0}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -3.3137254901960786}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -7.9}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": 2.630434782608696}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 6.4523809523809526}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -14.619047619047619}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 6.65}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 10.64102564102564}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": 1.7714285714285714}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -3.942857142857143}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 10.757575757575758}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": 8.454545454545455}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 8.935483870967742}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -14.580645161290322}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -3.8275862068965516}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -0.42857142857142855}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e58660c49a092f2a744cbc32a5cd9ac85a39d2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.828960+00:00", + "ended_at": "2026-05-04T08:20:39.839005+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4d6230893aae8890", + "problem_id": "v2p_n6_c8e36e958092a727", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=33", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 33, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4d6230893aae8890.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4d6230893aae8890/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..097406d51805a4af246e2d8053e85845bb410d9e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 231}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6aff26fbccf42b0bbdbabd7f30c59d25b5aeb1af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e96ffdf4643d7ef", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14427.69, + "sql_execution_elapsed_ms_total": 17.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4e96ffdf4643d7ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02dec0371e6c1a1ea2ca5b5911514c1d2bd3bf5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:04.596719+00:00", + "ended_at": "2026-05-04T08:15:19.023953+00:00", + "elapsed_ms": 14427.69, + "prompt_metrics": { + "chars": 8603, + "bytes_utf8": 8603, + "lines": 298, + "estimated_tokens": 2694 + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": 264 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13252 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 515, + "bytes_utf8": 515, + "lines": 1, + "estimated_tokens": 149 + }, + "usage": { + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 231 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3bf0c8e62a9fc4081a37cfc8dd268a5ff8099906 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..78bf8d752f8d62c8e39f93e9b3b5beae2d0157be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-1e21-7400-9020-a8c3bcc14b84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X2\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X2\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X2\\\" AS REAL) DESC;\",\"notes\":\"Applied the Quantile Tail Slice template with measure_col bound to \\\"X2\\\" and num_tiles set to 10. Because \\\"X2\\\" is stored as TEXT in SQLite, CAST(\\\"X2\\\" AS REAL) is used for numeric ordering in both NTILE and final sorting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":231}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b4e04fc14224c9d5221f1b9ec176fa133c680e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X2\",\n NTILE(10) OVER (ORDER BY CAST(\"X2\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X2\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X2\" AS REAL) DESC;","notes":"Applied the Quantile Tail Slice template with measure_col bound to \"X2\" and num_tiles set to 10. Because \"X2\" is stored as TEXT in SQLite, CAST(\"X2\" AS REAL) is used for numeric ordering in both NTILE and final sorting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc7b7bc6fc6d46811756052109c13f60bdda3790 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:04.822994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:07.207202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:17.995442Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..45d20977951fd48ae9336822499b8a98c0c4c226 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2. +Result preview: [{"X2": "261"}, {"X2": "241"}, {"X2": "237"}, {"X2": "218"}, {"X2": "216"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c6e759d5bfdf47d702f524db33eba8be31923e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_4e96ffdf4643d7ef +-- problem_id: v2p_n6_4076fb03ad89d1f4 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X2", + NTILE(10) OVER (ORDER BY CAST("X2" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X2" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X2" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8c9d69098ba50e3193c174fa697a7dcad8f6869 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X2\",\n NTILE(10) OVER (ORDER BY CAST(\"X2\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X2\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X2\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X2\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X2\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X2\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X2\\\" AS REAL) DESC;\", \"columns\": [\"X2\"], \"rows\": [{\"X2\": \"261\"}, {\"X2\": \"241\"}, {\"X2\": \"237\"}, {\"X2\": \"218\"}, {\"X2\": \"216\"}, {\"X2\": \"205\"}, {\"X2\": \"203\"}, {\"X2\": \"201\"}, {\"X2\": \"196\"}, {\"X2\": \"187\"}, {\"X2\": \"185\"}, {\"X2\": \"183\"}, {\"X2\": \"181\"}, {\"X2\": \"175\"}, {\"X2\": \"170\"}, {\"X2\": \"170\"}, {\"X2\": \"164\"}, {\"X2\": \"163\"}, {\"X2\": \"162\"}, {\"X2\": \"159\"}, {\"X2\": \"158\"}, {\"X2\": \"155\"}, {\"X2\": \"151\"}, {\"X2\": \"150\"}, {\"X2\": \"150\"}, {\"X2\": \"150\"}, {\"X2\": \"149\"}, {\"X2\": \"149\"}, {\"X2\": \"147\"}, {\"X2\": \"145\"}, {\"X2\": \"143\"}, {\"X2\": \"142\"}, {\"X2\": \"142\"}, {\"X2\": \"140\"}, {\"X2\": \"139\"}, {\"X2\": \"138\"}, {\"X2\": \"137\"}, {\"X2\": \"135\"}, {\"X2\": \"133\"}, {\"X2\": \"133\"}, {\"X2\": \"131\"}, {\"X2\": \"130\"}, {\"X2\": \"130\"}, {\"X2\": \"130\"}, {\"X2\": \"129\"}, {\"X2\": \"128\"}, {\"X2\": \"126\"}, {\"X2\": \"126\"}, {\"X2\": \"126\"}, {\"X2\": \"125\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 17.39}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8ec680925470fc04a78498281b380c90e2530f49 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:15:04.593971+00:00", + "ended_at": "2026-05-04T08:15:19.068799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4e96ffdf4643d7ef", + "problem_id": "v2p_n6_4076fb03ad89d1f4", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X2.", + "bindings": { + "measure_col": "X2", + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=113" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4e96ffdf4643d7ef.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4e96ffdf4643d7ef", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 231, + "total_tokens": 23016, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 149, + "estimated_total_tokens": 2843, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14427.69, + "sql_execution_elapsed_ms_total": 17.39, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4e96ffdf4643d7ef\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad521658500366265403bf0947003d114ecdd7ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4e96ffdf4643d7ef/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:19.042044+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14427.69, "started_at": "2026-05-04T08:15:04.596719+00:00", "ended_at": "2026-05-04T08:15:19.023953+00:00", "prompt_metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 149}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 231}, "stderr_preview": "2026-05-04T08:15:04.822994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:07.207202Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..11ff9865d34934b0e3ca62fc6732204e6958cb26 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df213-0f0a-7022-9641-d3e528cd9193"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b4f47bb72f90d181fe62c7040ba2ccbde860778 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X12\". Cast \"X12\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b55f46d19f8dbf452fca1110dde5743c4ef484eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:28.610022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:31.237706Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:38.571870Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9174f2683940f0e9d280466deafd1557595a6901 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd16da09f26ad8ed76b4b2f2c9f813a41d0e61e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4fcd69c9874b271f +-- problem_id: v2p_n6_9c121c8c2d301cb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ec7101df0718fe14cdc6780b3c67426b420398b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f85086933e3f1e3c9db0e0accffc1fbff59b7e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:28.368290+00:00", + "ended_at": "2026-05-04T08:20:39.410698+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_4fcd69c9874b271f", + "problem_id": "v2p_n6_9c121c8c2d301cb1", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_4fcd69c9874b271f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4fcd69c9874b271f", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11010.78, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4fcd69c9874b271f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f60463f7ad35dd9dfc34bda1a7421a4b84146b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:39.399629+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11010.78, "started_at": "2026-05-04T08:20:28.370843+00:00", "ended_at": "2026-05-04T08:20:39.380650+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 415, "bytes_utf8": 415, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:20:28.610022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:31.237706Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..31ffa35deb5bdc521cad1e72ad73f8f1a515bcee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_4fcd69c9874b271f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_4fcd69c9874b271f", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 135, + "total_tokens": 22906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11010.78, + "sql_execution_elapsed_ms_total": 4.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_4fcd69c9874b271f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a489a1df989ee042b0f0100b55b1019f9735816c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8692, "bytes_utf8": 8692, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..635bd0d7c1301bed22302d5a6503b928ccdb2e0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5080ac3713ca9e54", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 147, + "total_tokens": 22955, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.6, + "sql_execution_elapsed_ms_total": 4.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5080ac3713ca9e54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..03770a7e62b90fcdeba8fe3cc07475403e48af2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:55.045275+00:00", + "ended_at": "2026-05-04T07:54:07.224509+00:00", + "elapsed_ms": 12179.6, + "prompt_metrics": { + "chars": 8692, + "bytes_utf8": 8692, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 808, + "bytes_utf8": 808, + "lines": 4, + "estimated_tokens": 245 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13211 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 470, + "bytes_utf8": 470, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd603316172777946cc22c2e98632edc414b020b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f4eadc5ec27e3fe9138fc8db9ef449e20a8e66d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-bee7-7d30-a047-e1bee5ac9cab"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"y\\\", measure_col=\\\"X7\\\", predicate_col=\\\"X4\\\", predicate_op=\\\">=\\\", predicate_value=7.0, and top_k=14. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":22400,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bfb738e68a74f4f650f1bcbbffd4d7ada0c295c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the planned template exactly with group_col=\"y\", measure_col=\"X7\", predicate_col=\"X4\", predicate_op=\">=\", predicate_value=7.0, and top_k=14. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8da87e1171d6c5fa6b3f68d9d784ba5ffb63d735 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:55.224739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:57.576590Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:06.470448Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b625a2eada4d90343ad84b4214beb7a3c037ff8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "0", "total_measure": 19593.0}, {"y": "3", "total_measure": 3426.0}, {"y": "2", "total_measure": 928.0}, {"y": "1", "total_measure": 43.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0960e2a1700f0730814ec120afe2ecac6261ef9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5080ac3713ca9e54 +-- problem_id: v2p_n6_e08186cf7cd45407 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..876074a62c26d702272c0bf7a722d97b21103cb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 19593.0}, {\"y\": \"3\", \"total_measure\": 3426.0}, {\"y\": \"2\", \"total_measure\": 928.0}, {\"y\": \"1\", \"total_measure\": 43.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a7f9764fbe9fb45761836efd345ea3a1c6e7ced --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:53:55.042149+00:00", + "ended_at": "2026-05-04T07:54:07.266189+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5080ac3713ca9e54", + "problem_id": "v2p_n6_e08186cf7cd45407", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_5080ac3713ca9e54.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5080ac3713ca9e54", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 147, + "total_tokens": 22955, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.6, + "sql_execution_elapsed_ms_total": 4.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5080ac3713ca9e54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b94decb914a7edf23a37e0e4bce4852c63a8ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:07.250714+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12179.6, "started_at": "2026-05-04T07:53:55.045275+00:00", "ended_at": "2026-05-04T07:54:07.224509+00:00", "prompt_metrics": {"chars": 8692, "bytes_utf8": 8692, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 470, "bytes_utf8": 470, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:53:55.224739Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:57.576590Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned template exactly with group_col=\\\"y\\\", measure_col=\\\"X7\\\", predicate_col=\\\"X4\\\", predicate_op=\\\">=\\\", predicate_value=7.0, and top_k=14. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1ab5de87b99822dd60ab6f0a3a5b1adb40c6f546 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5080ac3713ca9e54/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5080ac3713ca9e54", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 147, + "total_tokens": 22955, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12179.6, + "sql_execution_elapsed_ms_total": 4.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5080ac3713ca9e54\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2daeae1965595a70e788ca7cfce33cb30c166565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..bc3de1d6c99acb603d892b51e4f99ac07f269757 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_50d618b3e6f556f9", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13610.28, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_50d618b3e6f556f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..40eab3b8157f2dbc228e40b1aab38c5fff7ff840 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:41.499937+00:00", + "ended_at": "2026-05-04T08:18:55.110768+00:00", + "elapsed_ms": 13610.28, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 762, + "bytes_utf8": 762, + "lines": 4, + "estimated_tokens": 231 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13208 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 428, + "bytes_utf8": 428, + "lines": 1, + "estimated_tokens": 122 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..92372f4b08212941ad1ce7dd1e7d63eab328d466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e997aa6e4cccfa79648e8bb0c49825883aba77c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-6d5e-7ee1-a94b-c6dade450381"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X8\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X8\\\". CAST to REAL was added because the schema stores \\\"X8\\\" as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c7112e4f644b70bbc773b141dae69c2d1492b54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X8\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Used the required Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X8\". CAST to REAL was added because the schema stores \"X8\" as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f752f87e4ba7a4f3ca7d8a3069ec97ef3bcb541 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:41.671789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:44.006822Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:54.130693Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d1575abc1a6c5f5c56f5b336a83d12f1ae6f242 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X8. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03909c58eb6ee8387a0cf7b2b62c9131bc218535 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_50d618b3e6f556f9 +-- problem_id: v2p_n6_e440d77a79d62c1f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X8" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b8bb2afbcf8af69cb3f516548524948982230769 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X8\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X8\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..905f73b56ecc72bdb3bf36503ba8d469d13ee7cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:18:41.495789+00:00", + "ended_at": "2026-05-04T08:18:55.142746+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_50d618b3e6f556f9", + "problem_id": "v2p_n6_e440d77a79d62c1f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_50d618b3e6f556f9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_50d618b3e6f556f9", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13610.28, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_50d618b3e6f556f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7191bcd8ac31952e69ea947e3a936664c64eb8f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:55.128941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13610.28, "started_at": "2026-05-04T08:18:41.499937+00:00", "ended_at": "2026-05-04T08:18:55.110768+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 428, "bytes_utf8": 428, "lines": 1, "estimated_tokens": 122}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:18:41.671789Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:44.006822Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Used the required Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X8\\\". CAST to REAL was added because the schema stores \\\"X8\\\" as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..67215aba584c4d7f41dc488fb209d0b321136571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_50d618b3e6f556f9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_50d618b3e6f556f9", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 122, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13610.28, + "sql_execution_elapsed_ms_total": 5.06, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_50d618b3e6f556f9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f6931436f1f218bb638ffdae7c84e1790a9b9455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X16": "1", "support": 506, "avg_response": -0.0533596837944664}, {"X16": "2", "support": 494, "avg_response": 0.016194331983805668}, {"X16": "-2", "support": 478, "avg_response": -0.5732217573221757}, {"X16": "-1", "support": 463, "avg_response": -0.714902807775378}, {"X16": "-3", "support": 450, "avg_response": -0.6066666666666667}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a99a25c2bf68fe6c9cb02a080d036fc5de83f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_512361a99b0eaedb +-- problem_id: v2p_n6_2b3af6beea9d22a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..319c750022dbdbb2275e4a804a58d24b0d40c85b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_512361a99b0eaedb\n-- problem_id: v2p_n6_2b3af6beea9d22a5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_512361a99b0eaedb\\n-- problem_id: v2p_n6_2b3af6beea9d22a5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": -0.0533596837944664}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.016194331983805668}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": -0.5732217573221757}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": -0.714902807775378}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": -0.6066666666666667}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": -0.09557109557109557}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": -0.4896373056994819}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -0.893491124260355}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": -0.26498422712933756}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": -0.09259259259259259}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -1.4593495934959348}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -0.0967741935483871}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 0.10328638497652583}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.0677966101694913}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -1.0218978102189782}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": -1.1094890510948905}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": -1.2678571428571428}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": -1.5376344086021505}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": 1.3409090909090908}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -8.6125}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 5.2025316455696204}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": -5.492957746478873}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 10.969696969696969}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": 4.274193548387097}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -9.280701754385966}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 4.8}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": -7.58}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -14.41025641025641}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -18.771428571428572}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 4.617647058823529}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -9.53125}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -6.310344827586207}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 9.892857142857142}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -17.346153846153847}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -11.56}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": -1.7826086956521738}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 12.681818181818182}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": -4.954545454545454}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": -8.318181818181818}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": -1.0952380952380953}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -9.95}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 17.05263157894737}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": -3.9473684210526314}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -31.736842105263158}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 18.72222222222222}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": -3.388888888888889}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -7.944444444444445}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -5.176470588235294}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -31.705882352941178}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -40.23529411764706}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.06}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..af3437015752d06265d4f71edc62febfff31b631 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.224864+00:00", + "ended_at": "2026-05-04T08:20:40.234852+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_512361a99b0eaedb", + "problem_id": "v2p_n6_2b3af6beea9d22a5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=59", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 59, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_512361a99b0eaedb.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_512361a99b0eaedb/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd198728d827a3d545fb7c4ddc508d014c5f7808 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9012, "bytes_utf8": 9012, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 609, "bytes_utf8": 609, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 228}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b701e155887dde9ac26d20a39f461f0ff1732968 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51da82591dd69f7b", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 172, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17093.28, + "sql_execution_elapsed_ms_total": 8.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51da82591dd69f7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fba65f7c062a58713cb1ddecb8765752967b2c9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:00:03.721949+00:00", + "ended_at": "2026-05-04T08:00:20.815165+00:00", + "elapsed_ms": 17093.28, + "prompt_metrics": { + "chars": 9012, + "bytes_utf8": 9012, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 947, + "bytes_utf8": 947, + "lines": 4, + "estimated_tokens": 287 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 609, + "bytes_utf8": 609, + "lines": 1, + "estimated_tokens": 172 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 228 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fdd94641147c4620e51dd36c3eccc7a7d8aca77 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X13", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..abfca04891fa57ee0c3e41d75d4e6417865d81a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-5f13-72d1-97b7-b11448606133"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X13\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the planned template with measure_col and predicate_col both bound to \\\"X13\\\". Casted \\\"X13\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":228}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..55972009ad9ad9d69ed6cf8183b6127cfecc61d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X13\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X13\" AS REAL) >= 10.0\n)\nSELECT AVG(\"X13\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Applied the planned template with measure_col and predicate_col both bound to \"X13\". Casted \"X13\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c3fa9a0a0670ccfbaadf4204beb1d70a889203 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:00:03.910175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:00:07.423607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:20.535544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..af3692f8c7c1edbc7740c8ba058c8977b804c21e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13. +Result preview: [{"median_measure": 21.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..91ed5e72c5f7b0fa4504dbe1d22006a9481787c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_51da82591dd69f7b +-- problem_id: v2p_n6_782aafe3732e977b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X13" AS REAL) AS "X13", + ROW_NUMBER() OVER (ORDER BY CAST("X13" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X13" AS REAL) >= 10.0 +) +SELECT AVG("X13") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2024b007f1eed0121bc19a24aced512d0eb0e1c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X13\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X13\" AS REAL) >= 10.0\n)\nSELECT AVG(\"X13\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X13\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 21.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f050baae84df653b1e6a9da295170a9aea33dc54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:00:03.719032+00:00", + "ended_at": "2026-05-04T08:00:20.851054+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_51da82591dd69f7b", + "problem_id": "v2p_n6_782aafe3732e977b", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_51da82591dd69f7b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51da82591dd69f7b", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 172, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17093.28, + "sql_execution_elapsed_ms_total": 8.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51da82591dd69f7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f15f799112e29e282d564b15b57a47995d25ca92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:20.834158+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17093.28, "started_at": "2026-05-04T08:00:03.721949+00:00", "ended_at": "2026-05-04T08:00:20.815165+00:00", "prompt_metrics": {"chars": 9012, "bytes_utf8": 9012, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 609, "bytes_utf8": 609, "lines": 1, "estimated_tokens": 172}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 228}, "stderr_preview": "2026-05-04T08:00:03.910175Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:00:07.423607Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the planned template with measure_col and predicate_col both bound to \\\"X13\\\". Casted \\\"X13\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3ff984a744e2a8f6a052c43d3e79fa476661a6f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51da82591dd69f7b/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51da82591dd69f7b", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 228, + "total_tokens": 23115, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 172, + "estimated_total_tokens": 2968, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17093.28, + "sql_execution_elapsed_ms_total": 8.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51da82591dd69f7b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..414db5499465eb6fc5106f13cb360efc9b8b6136 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..000b0f59c357500f9d2b14722a93a148216344fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51e0364a35be6362", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13491.41, + "sql_execution_elapsed_ms_total": 4.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51e0364a35be6362\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..fa717a44e97a9e7e82045e77eb1a444308948bdc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:53:26.338977+00:00", + "ended_at": "2026-05-04T07:53:39.830284+00:00", + "elapsed_ms": 13491.41, + "prompt_metrics": { + "chars": 8693, + "bytes_utf8": 8693, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 484, + "bytes_utf8": 484, + "lines": 1, + "estimated_tokens": 134 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9b3c14d293ab7d3455fadb330fa040754b6077b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..22484d714d39ccc280ca0488388cf032239adaf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-4ed0-7723-a309-1c91a03c37c4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X6\\\", predicate_col=\\\"X3\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c5c3b68703d7e918c7116d05954023447cc32d8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Used the required template with fixed bindings: group_col=\"y\", measure_col=\"X6\", predicate_col=\"X3\", predicate_op=\">=\", predicate_value=5.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..938d7582d6e6421c5555581bc9442b0d044f6fe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:53:26.561253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:53:29.337344Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:38.677260Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb50ccb10b30ba007d26f5e53370fe4b24ccc126 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "total_measure": 18045.0}, {"y": "1", "total_measure": 5573.0}, {"y": "3", "total_measure": 4010.0}, {"y": "2", "total_measure": 1206.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e609e5a0f3eba7eaa89ad9dbb5b9e8a2ae48cf66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_51e0364a35be6362 +-- problem_id: v2p_n6_546755205818ce65 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ace0eed32ee80782fb0f6646a2f52c1ac2669189 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 18045.0}, {\"y\": \"1\", \"total_measure\": 5573.0}, {\"y\": \"3\", \"total_measure\": 4010.0}, {\"y\": \"2\", \"total_measure\": 1206.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.27}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..515247605c81e00fb89367225181863d1b8677bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:53:26.335012+00:00", + "ended_at": "2026-05-04T07:53:39.871636+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_51e0364a35be6362", + "problem_id": "v2p_n6_546755205818ce65", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=53" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_51e0364a35be6362.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51e0364a35be6362", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13491.41, + "sql_execution_elapsed_ms_total": 4.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51e0364a35be6362\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab4a68878c527a9107be4464acff4112ba24ee6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:39.855100+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13491.41, "started_at": "2026-05-04T07:53:26.338977+00:00", "ended_at": "2026-05-04T07:53:39.830284+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 484, "bytes_utf8": 484, "lines": 1, "estimated_tokens": 134}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:53:26.561253Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:53:29.337344Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Used the required template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X6\\\", predicate_col=\\\"X3\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=13. Cast numeric-looking TEXT columns to REAL for SQLite-compatible numeric filtering and aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ed1da336904c9f418cc873de47421be1953ebb0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_51e0364a35be6362/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_51e0364a35be6362", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 150, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 134, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13491.41, + "sql_execution_elapsed_ms_total": 4.27, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_51e0364a35be6362\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5ce4a3ef0f3ee6980ef828d2638f3e4f38b654b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9007, "bytes_utf8": 9007, "lines": 302, "estimated_tokens": 2795}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": 184}, "usage": {"input_tokens": 22886, "cached_input_tokens": 21888, "output_tokens": 212}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6b940db43752fb224b155d9503710d657a867804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_522bf7494a606736", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 212, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.41, + "sql_execution_elapsed_ms_total": 7.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_522bf7494a606736\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ed8b2d85bb366e45bb1c0193e63318bc8675c257 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:25.816668+00:00", + "ended_at": "2026-05-04T07:58:37.979523+00:00", + "elapsed_ms": 12162.41, + "prompt_metrics": { + "chars": 9007, + "bytes_utf8": 9007, + "lines": 302, + "estimated_tokens": 2795 + }, + "stdout_metrics": { + "chars": 1003, + "bytes_utf8": 1003, + "lines": 4, + "estimated_tokens": 308 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 661, + "bytes_utf8": 661, + "lines": 1, + "estimated_tokens": 184 + }, + "usage": { + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 212 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad2ff60ba8b64a8fb4c0ad35254b6d4754dbc6e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X9", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d1e9dcc00198408b5e0f76f28ef5b3e4ef93a5a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-e08a-7da1-9ed7-ce6e2a0a14d6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X9\\\" AS REAL) AS \\\"X9\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X9\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided template with fixed bindings measure_col=\\\"X9\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0. Casted TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22886,"cached_input_tokens":21888,"output_tokens":212}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c30e258fe3b54ec56de372875248d827dfe84e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X9\" AS REAL) AS \"X9\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X9\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X5\" AS REAL) >= 10.0\n)\nSELECT AVG(\"X9\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the provided template with fixed bindings measure_col=\"X9\", predicate_col=\"X5\", predicate_op=\">=\", predicate_value=10.0. Casted TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b21e7e3222a15c3130f4d188d62bdf188841f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:25.984115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:28.277942Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:37.128821Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0e81b4bb746d0b0dd0ca38d3c6d46b3713474b2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X9. +Result preview: [{"median_measure": 10.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b8400ff9827978f5b63b67ead9dd59b57a7d4ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_522bf7494a606736 +-- problem_id: v2p_n6_17e9153c3d85607b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X9" AS REAL) AS "X9", + ROW_NUMBER() OVER (ORDER BY CAST("X9" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X5" AS REAL) >= 10.0 +) +SELECT AVG("X9") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e7d8e27bb41f4e85314591d74eb7b7cedfabac1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X9\" AS REAL) AS \"X9\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X9\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X5\" AS REAL) >= 10.0\n)\nSELECT AVG(\"X9\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X9\\\" AS REAL) AS \\\"X9\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X9\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 10.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.11}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..308193337056b308581afe996411f01fd96c736e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:58:25.814400+00:00", + "ended_at": "2026-05-04T07:58:38.021777+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_522bf7494a606736", + "problem_id": "v2p_n6_17e9153c3d85607b", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=72" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_522bf7494a606736.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_522bf7494a606736", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 212, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.41, + "sql_execution_elapsed_ms_total": 7.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_522bf7494a606736\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c54a7af9da6fa61473c714ea9637a313755d8133 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:38.006454+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12162.41, "started_at": "2026-05-04T07:58:25.816668+00:00", "ended_at": "2026-05-04T07:58:37.979523+00:00", "prompt_metrics": {"chars": 9007, "bytes_utf8": 9007, "lines": 302, "estimated_tokens": 2795}, "response_metrics": {"chars": 661, "bytes_utf8": 661, "lines": 1, "estimated_tokens": 184}, "usage": {"input_tokens": 22886, "cached_input_tokens": 21888, "output_tokens": 212}, "stderr_preview": "2026-05-04T07:58:25.984115Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:28.277942Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\n)\\nSELECT AVG(\\\"X9\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided template with fixed bindings measure_col=\\\"X9\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0. Casted TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d6a15726dab81f9ab134eb601c229740091763d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_522bf7494a606736/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_522bf7494a606736", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 21888, + "output_tokens": 212, + "total_tokens": 23098, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 184, + "estimated_total_tokens": 2979, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12162.41, + "sql_execution_elapsed_ms_total": 7.11, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_522bf7494a606736\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3fdaab80cc979ee0c584f3c3d150f20b832ae45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X7": "-1", "support": 377, "avg_response": -0.9814323607427056}, {"X7": "1", "support": 353, "avg_response": 0.7110481586402266}, {"X7": "-4", "support": 349, "avg_response": -1.186246418338109}, {"X7": "-2", "support": 342, "avg_response": -2.073099415204678}, {"X7": "0", "support": 310, "avg_response": 0.15483870967741936}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f84149d7d64bb0fffc226273667e8bdf6a1ef22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_52ac079656856c42 +-- problem_id: v2p_n6_31405abba8d86ad5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a7d15f6a3a3295d5da8c24641dc7ba1eed9fb69 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_52ac079656856c42\n-- problem_id: v2p_n6_31405abba8d86ad5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_52ac079656856c42\\n-- problem_id: v2p_n6_31405abba8d86ad5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.9814323607427056}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.7110481586402266}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": -1.186246418338109}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -2.073099415204678}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": 0.15483870967741936}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": -0.6895424836601307}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -2.5278688524590165}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.042763157894737}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 1.0535714285714286}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 1.0245901639344261}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 1.6962025316455696}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -2.7932489451476794}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 2.881516587677725}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 3.6043956043956045}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -3.7262569832402233}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -5.445714285714286}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.846153846153846}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -4.597122302158273}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.7404580152671754}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -12.198347107438016}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -7.288135593220339}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 5.018018018018018}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -8.217391304347826}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.868131868131868}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -5.290697674418604}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 6.341463414634147}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": -1.4805194805194806}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 4.314285714285714}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -15.385714285714286}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -5.6923076923076925}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -11.0}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -9.0}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 7.659574468085107}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -8.195652173913043}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -11.153846153846153}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -14.948717948717949}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": 0.0}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 7.75}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -12.4}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -1.1470588235294117}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": 3.46875}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 8.827586206896552}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -17.40740740740741}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -13.04}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": 0.9166666666666666}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -14.666666666666666}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -15.478260869565217}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -19.863636363636363}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 34.19047619047619}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 3.9047619047619047}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..848b349be5d3dae0f03164ccd4e718a41593dd45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.703699+00:00", + "ended_at": "2026-05-04T08:20:39.712674+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_52ac079656856c42", + "problem_id": "v2p_n6_31405abba8d86ad5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=23", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 23, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_52ac079656856c42.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_52ac079656856c42/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0ec692830b7381d050b151e9de27f47b37b17bcf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22809, "cached_input_tokens": 19840, "output_tokens": 152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9aa5f18d32421985f762f1ad08a4129383a24e58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_551a0d7f8f81c042", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11494.68, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_551a0d7f8f81c042\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9264b45dbc837c0085f0b58de6da78a132e8761a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:54:20.246968+00:00", + "ended_at": "2026-05-04T07:54:31.741717+00:00", + "elapsed_ms": 11494.68, + "prompt_metrics": { + "chars": 8694, + "bytes_utf8": 8694, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 825, + "bytes_utf8": 825, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13195 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 487, + "bytes_utf8": 487, + "lines": 1, + "estimated_tokens": 136 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 152 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d79282bad5633f9bc1aa5f8b824352f6cca2da2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2475b26a4da6a2d69a701c189690c6087940a466 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-2169-7de0-9124-030c8c4eaecc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X8\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=10. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":19840,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..169b22b8c2e924eaea72b2c5d2a05f48b6263ef2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X8\", predicate_col=\"X5\", predicate_op=\">=\", predicate_value=10.0, and top_k=10. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..43816b52a445fd094715fecb6dfb40a8a9950a2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:20.481819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:23.009307Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:30.871970Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4e10cc925ac24bba042787de7c768643c9c9927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "total_measure": 19298.0}, {"y": "2", "total_measure": -214.0}, {"y": "1", "total_measure": -1642.0}, {"y": "3", "total_measure": -2081.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b63cfb2c1d5f67999354373577795d75b24c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_551a0d7f8f81c042 +-- problem_id: v2p_n6_8c5a3d86d382d259 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0a9f636848097a446deebeb8877fc019ebfb214b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 19298.0}, {\"y\": \"2\", \"total_measure\": -214.0}, {\"y\": \"1\", \"total_measure\": -1642.0}, {\"y\": \"3\", \"total_measure\": -2081.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c815d2fa7169e2ec1d4a45b35944a2baf480a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:54:20.240553+00:00", + "ended_at": "2026-05-04T07:54:31.772429+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_551a0d7f8f81c042", + "problem_id": "v2p_n6_8c5a3d86d382d259", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=55" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_551a0d7f8f81c042.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_551a0d7f8f81c042", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11494.68, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_551a0d7f8f81c042\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54cd52eec6ca8f41c9286ad217b5803f3a2db858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:31.761141+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11494.68, "started_at": "2026-05-04T07:54:20.246968+00:00", "ended_at": "2026-05-04T07:54:31.741717+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 487, "bytes_utf8": 487, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22809, "cached_input_tokens": 19840, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:54:20.481819Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:23.009307Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X8\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=10. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..22d51fd7fb6e40367279f686c54110488d200ced --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_551a0d7f8f81c042/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_551a0d7f8f81c042", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 152, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11494.68, + "sql_execution_elapsed_ms_total": 3.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_551a0d7f8f81c042\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52114ee104e9d12640f22a0108dfa42bc66302a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -0.9742857142857143}, {"X9": "-2", "support": 341, "avg_response": -0.49853372434017595}, {"X9": "2", "support": 299, "avg_response": 0.0033444816053511705}, {"X9": "1", "support": 299, "avg_response": -0.12709030100334448}, {"X9": "0", "support": 288, "avg_response": 0.9131944444444444}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bced7f5d7acf7de51a280b314a717ec60e2d2da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_55ad85dfd0f23d1f +-- problem_id: v2p_n6_652a944ca3dae93e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..61bcec750fa18e09cae1677715a813c8a8af3530 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_55ad85dfd0f23d1f\n-- problem_id: v2p_n6_652a944ca3dae93e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_55ad85dfd0f23d1f\\n-- problem_id: v2p_n6_652a944ca3dae93e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -0.9742857142857143}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -0.49853372434017595}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": 0.0033444816053511705}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -0.12709030100334448}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.9131944444444444}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": 0.7047970479704797}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.46494464944649444}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.356060606060606}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": 0.7984790874524715}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 1.4022988505747127}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.2913385826771653}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -0.35096153846153844}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": 1.1237113402061856}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 0.062146892655367235}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -0.5263157894736842}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 0.5202702702702703}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 2.3424657534246576}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 3.7983870967741935}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -0.6333333333333333}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -2.375}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 5.084033613445378}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": 0.6698113207547169}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -0.6730769230769231}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": 0.011764705882352941}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 3.2142857142857144}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -4.0}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 3.0}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 1.9411764705882353}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 2.9242424242424243}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -0.6307692307692307}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 2.90625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -10.864406779661017}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 1.7037037037037037}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -9.584905660377359}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": 0.62}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 5.408163265306122}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -7.755102040816326}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": -0.5434782608695652}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -0.6739130434782609}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -3.5}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -0.13636363636363635}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": -4.135135135135135}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 6.4}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -1.5}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 0.3125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -1.8}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": 1.4827586206896552}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -10.037037037037036}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 12.307692307692308}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -3.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6cfd49d010de77fa95271887961ca95f6a7fb7f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.789562+00:00", + "ended_at": "2026-05-04T08:20:39.800123+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_55ad85dfd0f23d1f", + "problem_id": "v2p_n6_652a944ca3dae93e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=30", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 30, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_55ad85dfd0f23d1f.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_55ad85dfd0f23d1f/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bf6bb08e030bc5c3a6cf573496a98a4710a2ea12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X3": "-1", "support": 434, "avg_response": 0.988479262672811}, {"X3": "-2", "support": 431, "avg_response": 0.09048723897911833}, {"X3": "1", "support": 368, "avg_response": 0.7092391304347826}, {"X3": "-3", "support": 364, "avg_response": 0.3159340659340659}, {"X3": "2", "support": 349, "avg_response": 1.5300859598853869}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..df87e2b6ffa21101f96c2b8f2ad265c96f5daa01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_58bde969ed23f314 +-- problem_id: v2p_n6_852e9a386246e10b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f8a5ec1c42808671b5aa316de21a5b0ade036316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_58bde969ed23f314\n-- problem_id: v2p_n6_852e9a386246e10b\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_58bde969ed23f314\\n-- problem_id: v2p_n6_852e9a386246e10b\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": 0.988479262672811}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": 0.09048723897911833}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 0.7092391304347826}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": 0.3159340659340659}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 1.5300859598853869}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": 1.75}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": -1.1914893617021276}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": 1.0221518987341771}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": -1.7841726618705036}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": 2.4942528735632186}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": 3.1975806451612905}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": 2.110599078341014}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": -1.212962962962963}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -2.325358851674641}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": 4.330049261083744}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": 5.403973509933775}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": -2.4315068493150687}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": -3.9375}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -4.450704225352113}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 5.389830508474576}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -4.404040404040404}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": 8.321428571428571}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": -2.2051282051282053}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": 7.256756756756757}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": 14.041666666666666}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": 7.854838709677419}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -5.532258064516129}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": 9.96}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": 5.5777777777777775}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 8.86046511627907}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -12.790697674418604}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": 14.95}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -5.470588235294118}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -13.636363636363637}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -15.515151515151516}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -10.4}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -14.344827586206897}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": 22.555555555555557}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -18.44}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -17.125}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -18.208333333333332}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": 19.565217391304348}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 14.91304347826087}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -13.26086956521739}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -16.73913043478261}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -20.391304347826086}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 22.09090909090909}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": -14.095238095238095}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -16.0}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -30.333333333333332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2e7ba96ab5b4f475d0daba120a66f526ca9590ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.521026+00:00", + "ended_at": "2026-05-04T08:20:39.530115+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_58bde969ed23f314", + "problem_id": "v2p_n6_852e9a386246e10b", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=8", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_58bde969ed23f314.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_58bde969ed23f314/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..05f18ae8ea4296568df7c5f0e107d3e75241d7f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -2.1012658227848102}, {"X5": "-3", "support": 235, "avg_response": -0.9063829787234042}, {"X5": "-1", "support": 222, "avg_response": -1.0810810810810811}, {"X5": "1", "support": 220, "avg_response": 0.4409090909090909}, {"X5": "7", "support": 219, "avg_response": 0.6210045662100456}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf208436559d5f5df866f6a66ede25abdb603fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_59a0e55030bc970c +-- problem_id: v2p_n6_9cc938770c87d263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e39fa8cac7a52e54d4f2aafbe650f480ea1831c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_59a0e55030bc970c\n-- problem_id: v2p_n6_9cc938770c87d263\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_59a0e55030bc970c\\n-- problem_id: v2p_n6_9cc938770c87d263\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -2.1012658227848102}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -0.9063829787234042}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.0810810810810811}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": 0.4409090909090909}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 0.6210045662100456}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 1.275229357798165}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": 1.7348837209302326}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -0.9292452830188679}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": 0.07246376811594203}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.039603960396039604}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -0.7661691542288557}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -0.05527638190954774}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": -0.47959183673469385}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.9175257731958764}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": 0.31216931216931215}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -0.358695652173913}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": 0.35625}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.610062893081761}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 0.27388535031847133}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -0.13533834586466165}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 1.3359375}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -0.4140625}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.075}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -1.1981132075471699}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": 2.9494949494949494}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 2.125}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 5.833333333333333}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -1.211111111111111}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 3.8045977011494254}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 7.575}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -4.467532467532467}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 7.026666666666666}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 3.2714285714285714}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -4.2388059701492535}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -2.8153846153846156}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 7.532258064516129}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 6.475409836065574}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 12.517857142857142}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 4.388888888888889}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -3.7254901960784315}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 7.408163265306122}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 7.040816326530612}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -5.51063829787234}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 6.130434782608695}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -6.8604651162790695}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 0.8571428571428571}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": 2.2439024390243905}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -16.86111111111111}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 13.323529411764707}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.735294117647059}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.93}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4947169897c132abf0dca280cea7a99327311652 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.594076+00:00", + "ended_at": "2026-05-04T08:20:39.603505+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_59a0e55030bc970c", + "problem_id": "v2p_n6_9cc938770c87d263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=14", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 14, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_59a0e55030bc970c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_59a0e55030bc970c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..85cbfe1307bd1b2063d6acfef2d4154e12c3fd73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -2.9367088607594938}, {"X5": "-3", "support": 235, "avg_response": -3.3063829787234043}, {"X5": "-1", "support": 222, "avg_response": -0.8918918918918919}, {"X5": "1", "support": 220, "avg_response": -0.23636363636363636}, {"X5": "7", "support": 219, "avg_response": 2.2465753424657535}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..322eaf74b856e98ba84093ed4913044e15d75ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_5a9e1e8f5895319a +-- problem_id: v2p_n6_de5e02383df6393e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b6cdcf6cd0b25c6428d0c8910c4c3ea0cca6085 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_5a9e1e8f5895319a\n-- problem_id: v2p_n6_de5e02383df6393e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_5a9e1e8f5895319a\\n-- problem_id: v2p_n6_de5e02383df6393e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -2.9367088607594938}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -3.3063829787234043}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -0.8918918918918919}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": -0.23636363636363636}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 2.2465753424657535}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": -0.20642201834862386}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": -1.8976744186046512}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -3.7830188679245285}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -2.550724637681159}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.297029702970297}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -2.417910447761194}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -2.0603015075376883}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.4030612244897959}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -0.3556701030927835}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": -0.31216931216931215}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -1.815217391304348}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": 0.1875}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.3522012578616351}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 1.2420382165605095}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -1.7518796992481203}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 0.03125}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -2.28125}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.041666666666666664}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -5.528301886792453}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": -1.7272727272727273}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 1.3854166666666667}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 0.9777777777777777}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -4.855555555555555}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 3.6091954022988504}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": -3.0625}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -7.584415584415584}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 2.1333333333333333}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": -3.742857142857143}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -6.701492537313433}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -8.169230769230769}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 6.645161290322581}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 0.47540983606557374}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": -1.0535714285714286}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 1.3518518518518519}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -5.333333333333333}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 4.36734693877551}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 1.510204081632653}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -7.829787234042553}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 1.2391304347826086}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -5.3023255813953485}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 6.142857142857143}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": -2.097560975609756}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -13.166666666666666}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.735294117647059}, {\"X5\": \"26\", \"support\": 34, \"avg_response\": 1.9411764705882353}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..005aedaf90717d10392a27cd79c8e5523a3b302c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.617331+00:00", + "ended_at": "2026-05-04T08:20:39.627522+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5a9e1e8f5895319a", + "problem_id": "v2p_n6_de5e02383df6393e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=16", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 16, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_5a9e1e8f5895319a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5a9e1e8f5895319a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c2e30710d2b8ea782c12af32fcfae16523a7edd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..911e1830f310947ebb88bcb7b1c912b00b21fb1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5d010ab96afe7095", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2735, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10620.53, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5d010ab96afe7095\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9699dcadf9b23bd4c7a636d96db08e729310dcc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:15:53.847467+00:00", + "ended_at": "2026-05-04T08:16:04.468456+00:00", + "elapsed_ms": 10620.53, + "prompt_metrics": { + "chars": 8371, + "bytes_utf8": 8371, + "lines": 298, + "estimated_tokens": 2630 + }, + "stdout_metrics": { + "chars": 683, + "bytes_utf8": 683, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 121 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e25febc8a77754c98acd6374b89031ff11158c65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f96f9a8ac79f1b1223bf7dcc71a05738c3f9865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-de7c-7e51-8710-6d271ef0da45"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X10\\\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\",\"notes\":\"Used the planned template tpl_threshold_rarity_cdf with measure_col bound to \\\"X10\\\" and measure_threshold fixed at 8.0. Cast \\\"X10\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":121}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbfa5af115a4ba26e056ed5d729d9dd63fccd5d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X10\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";","notes":"Used the planned template tpl_threshold_rarity_cdf with measure_col bound to \"X10\" and measure_threshold fixed at 8.0. Cast \"X10\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..088ad9ccdceb497993ded6e63e2eaf59d052cc33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:54.029135Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:56.490997Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:03.627882Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ef5f3cc4f208ef799f60b1404180e67644348a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10. +Result preview: [{"empirical_cdf_at_threshold": 0.756625}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d602761586e2f571663dce00ed3044dc013a7fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_5d010ab96afe7095 +-- problem_id: v2p_n6_616fd4947eb6e267 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X10" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d2c90534ca973fad475d2e17e675709c38e72846 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X10\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X10\\\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.756625}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..60e7830bc8c4c1d7b8bfc0dd60755d452956640a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:15:53.844595+00:00", + "ended_at": "2026-05-04T08:16:04.497830+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5d010ab96afe7095", + "problem_id": "v2p_n6_616fd4947eb6e267", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=121" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_5d010ab96afe7095.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5d010ab96afe7095", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 121, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2735, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10620.53, + "sql_execution_elapsed_ms_total": 2.69, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5d010ab96afe7095\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c86596b702700bc6d74d6a8cfe88e9238e071ddc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5d010ab96afe7095/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:04.487938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10620.53, "started_at": "2026-05-04T08:15:53.847467+00:00", "ended_at": "2026-05-04T08:16:04.468456+00:00", "prompt_metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 121}, "stderr_preview": "2026-05-04T08:15:54.029135Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:56.490997Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..48d0adf10e77fdd3c81d38612799f08162b168a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-a765-76b1-82c5-51324d30181f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", predicate_col=\\\"X16\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=14. Casted TEXT feature columns to REAL for numeric aggregation and filtering in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":19840,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..20e0b87b278cb716881cb2e22c45b0866ee896b8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the required template with group_col=\"y\", measure_col=\"X2\", predicate_col=\"X16\", predicate_op=\">=\", predicate_value=4.0, and top_k=14. Casted TEXT feature columns to REAL for numeric aggregation and filtering in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d740e0c4314f4b2935c4f376076d01c26caf784c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:38.134984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:41.043400Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:49.130839Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e5bf3e6d57cbdc6bc92134b2e67016fb01b4d1c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "total_measure": 12446.0}, {"y": "3", "total_measure": 1071.0}, {"y": "2", "total_measure": 550.0}, {"y": "1", "total_measure": 147.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbb898ee73fb2713a93713cc76c83f3f14fc3bd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5da75758acfdd3f2 +-- problem_id: v2p_n6_875b0515f929a33d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3d4940d433def1c99d338fbbbd40fda4d776aaab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X16\" AS REAL) >= 4.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X16\\\" AS REAL) >= 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 12446.0}, {\"y\": \"3\", \"total_measure\": 1071.0}, {\"y\": \"2\", \"total_measure\": 550.0}, {\"y\": \"1\", \"total_measure\": 147.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5d843aeb54985428fa4a343f8685ac775daea756 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:51:37.966491+00:00", + "ended_at": "2026-05-04T07:51:49.983160+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_5da75758acfdd3f2", + "problem_id": "v2p_n6_875b0515f929a33d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X16", + "predicate_op": ">=", + "predicate_value": 4.0, + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_5da75758acfdd3f2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5da75758acfdd3f2", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.76, + "sql_execution_elapsed_ms_total": 6.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5da75758acfdd3f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d8e430c5470e437a782b5bc5c1e1d8cca285c0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:49.966047+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11972.76, "started_at": "2026-05-04T07:51:37.968729+00:00", "ended_at": "2026-05-04T07:51:49.941745+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 456, "bytes_utf8": 456, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22809, "cached_input_tokens": 19840, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:51:38.134984Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:41.043400Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 4.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the required template with group_col=\\\"y\\\", measure_col=\\\"X2\\\", predicate_col=\\\"X16\\\", predicate_op=\\\">=\\\", predicate_value=4.0, and top_k=14. Casted TEXT feature columns to REAL for numeric aggregation and filtering in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af727d61b52660528bbf0d21c1dc344c80d403c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_5da75758acfdd3f2/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_5da75758acfdd3f2", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 19840, + "output_tokens": 147, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11972.76, + "sql_execution_elapsed_ms_total": 6.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_5da75758acfdd3f2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c7ffe596b538c4b931b374783c2b512c7062eaf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6edff37966b035d56ecd3b816e47af58d184768c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_60098693781f292f", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12042.71, + "sql_execution_elapsed_ms_total": 42.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_60098693781f292f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..59bb3db819425c2a49eff03c0f6fa5505926743d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:50:11.276250+00:00", + "ended_at": "2026-05-04T07:50:23.319140+00:00", + "elapsed_ms": 12042.71, + "prompt_metrics": { + "chars": 8507, + "bytes_utf8": 8507, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 751, + "bytes_utf8": 751, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13205 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 423, + "bytes_utf8": 423, + "lines": 1, + "estimated_tokens": 104 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e67acb5abf0f3f80ccec03a855e9c6a171229492 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e8e81223a060526a1059fec4e5e4174a6c8d89ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-54d1-7ee3-a575-ab07a5c553f6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics indicate a numeric feature.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd30155b94ce46f28571f422c3b903e635433c83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X10\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the SQLite schema stores it as TEXT while the dataset semantics indicate a numeric feature."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6a17c05ec51fe9158595bf4dc44d84213b419563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:11.468783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:13.999913Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:22.248347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..84b80a85fcad9f2fa95ba3d774579046b14497e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "avg_measure": 3.7475}, {"y": "3", "avg_measure": 0.1605}, {"y": "2", "avg_measure": -0.5195}, {"y": "0", "avg_measure": -13.6335}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5f5a82c19856a4d5ab3ab577b8679c3e5d2ea8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_60098693781f292f +-- problem_id: v2p_n6_1b3e43fbe7275ba8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X10" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ffe7bbc08d60ad2a4c670d86eb1f2a1b40fd22df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X10\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X10\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.7475}, {\"y\": \"3\", \"avg_measure\": 0.1605}, {\"y\": \"2\", \"avg_measure\": -0.5195}, {\"y\": \"0\", \"avg_measure\": -13.6335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 42.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0a51b75d66e8ecf90294ab4912d2ddcf814d2dc8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:50:11.270760+00:00", + "ended_at": "2026-05-04T07:50:23.403912+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_60098693781f292f", + "problem_id": "v2p_n6_1b3e43fbe7275ba8", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 16, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=41" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_60098693781f292f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_60098693781f292f", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22877, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 104, + "estimated_total_tokens": 2753, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12042.71, + "sql_execution_elapsed_ms_total": 42.49, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_60098693781f292f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7211d57cb69db84da042e2ec925bf9d8023af0e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_60098693781f292f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:23.348765+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12042.71, "started_at": "2026-05-04T07:50:11.276250+00:00", "ended_at": "2026-05-04T07:50:23.319140+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 423, "bytes_utf8": 423, "lines": 1, "estimated_tokens": 104}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T07:50:11.468783Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:13.999913Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X12.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X12", + "band_col": "X12", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..031259645c63c28fdc318e7bd40db2fb1787a241 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-90c1-76a3-96aa-f071b6400210"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) BETWEEN -7.0 AND 3.0;\",\"notes\":\"Used the provided template with measure_col bound to \\\"X12\\\" and band_col bound to \\\"X12\\\". CAST to REAL ensures correct numeric comparison and summation because the schema stores values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c326efd25033cff5763f110b51ecb308be7f2655 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) BETWEEN -7.0 AND 3.0;","notes":"Used the provided template with measure_col bound to \"X12\" and band_col bound to \"X12\". CAST to REAL ensures correct numeric comparison and summation because the schema stores values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..05176a22e650cc67e920a0c443e13ff239b33465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:33.235839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:35.608674Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:43.117186Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..17b01d6d3cfb99abe780babbd1ece11e81d75b23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X12. +Result preview: [{"total_measure": -4964.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a55d95f784b82df80df9cc9c260b1547f930586b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_61a4f47df2bd81fb +-- problem_id: v2p_n6_f74263c45c99dbff +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) BETWEEN -7.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9487ae8a13d3428f614903641acb7ff27e0b0e7d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X12\" AS REAL) BETWEEN -7.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X12\\\" AS REAL) BETWEEN -7.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -4964.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..753570bd8a10522fbb08cd3631e25ebf0e854d0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:03:33.053917+00:00", + "ended_at": "2026-05-04T08:03:43.937887+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_61a4f47df2bd81fb", + "problem_id": "v2p_n6_f74263c45c99dbff", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "band_col": "X12", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=91" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_61a4f47df2bd81fb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_61a4f47df2bd81fb", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10842.98, + "sql_execution_elapsed_ms_total": 4.44, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_61a4f47df2bd81fb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c33ea6132aa1ae187c23e9644cfb8f8cc7fa6b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_61a4f47df2bd81fb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:43.923279+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10842.98, "started_at": "2026-05-04T08:03:33.057371+00:00", "ended_at": "2026-05-04T08:03:43.900422+00:00", "prompt_metrics": {"chars": 8538, "bytes_utf8": 8538, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:03:33.235839Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:35.608674Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..72adb86b684e945851cfd17fdc5511230df4a155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-5477-7173-bc80-b7d77cb5d6d7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X15\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X15\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X15\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X15\\\" AS REAL) DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X15\\\" and num_tiles=10. Applied CAST(\\\"X15\\\" AS REAL) for ordering because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":234}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf177b0321574e7cd523f05470ea0564fe8c9d29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X15\",\n NTILE(10) OVER (ORDER BY CAST(\"X15\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X15\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X15\" AS REAL) DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X15\" and num_tiles=10. Applied CAST(\"X15\" AS REAL) for ordering because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..60ca96410707ac782566e22aacb50da58012b34c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:13.200692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:17.316293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:14:35.921154Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0a303c06b414a6e99d12e206085f72ee2e39665 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15. +Result preview: [{"X15": "251"}, {"X15": "244"}, {"X15": "235"}, {"X15": "208"}, {"X15": "206"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..70c51ec6e0f74dd863ea9eae76610d98787d88a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_620d223b90735cee +-- problem_id: v2p_n6_d5d3db222db99b2f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X15", + NTILE(10) OVER (ORDER BY CAST("X15" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X15" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X15" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83c6d3d196e57967762623156e96800732aa3720 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X15\",\n NTILE(10) OVER (ORDER BY CAST(\"X15\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X15\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X15\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X15\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X15\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X15\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X15\\\" AS REAL) DESC;\", \"columns\": [\"X15\"], \"rows\": [{\"X15\": \"251\"}, {\"X15\": \"244\"}, {\"X15\": \"235\"}, {\"X15\": \"208\"}, {\"X15\": \"206\"}, {\"X15\": \"200\"}, {\"X15\": \"191\"}, {\"X15\": \"188\"}, {\"X15\": \"185\"}, {\"X15\": \"184\"}, {\"X15\": \"181\"}, {\"X15\": \"181\"}, {\"X15\": \"177\"}, {\"X15\": \"174\"}, {\"X15\": \"167\"}, {\"X15\": \"166\"}, {\"X15\": \"162\"}, {\"X15\": \"160\"}, {\"X15\": \"157\"}, {\"X15\": \"156\"}, {\"X15\": \"156\"}, {\"X15\": \"154\"}, {\"X15\": \"150\"}, {\"X15\": \"150\"}, {\"X15\": \"147\"}, {\"X15\": \"146\"}, {\"X15\": \"145\"}, {\"X15\": \"145\"}, {\"X15\": \"142\"}, {\"X15\": \"140\"}, {\"X15\": \"140\"}, {\"X15\": \"140\"}, {\"X15\": \"139\"}, {\"X15\": \"138\"}, {\"X15\": \"136\"}, {\"X15\": \"135\"}, {\"X15\": \"135\"}, {\"X15\": \"134\"}, {\"X15\": \"133\"}, {\"X15\": \"131\"}, {\"X15\": \"129\"}, {\"X15\": \"127\"}, {\"X15\": \"126\"}, {\"X15\": \"126\"}, {\"X15\": \"125\"}, {\"X15\": \"125\"}, {\"X15\": \"125\"}, {\"X15\": \"125\"}, {\"X15\": \"125\"}, {\"X15\": \"125\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 21.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..98c57f5786d59a31061a5728f3b3864536d6d0e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:14:12.975250+00:00", + "ended_at": "2026-05-04T08:14:36.725946+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_620d223b90735cee", + "problem_id": "v2p_n6_d5d3db222db99b2f", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=110" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_620d223b90735cee.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_620d223b90735cee", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 234, + "total_tokens": 23019, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2829, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 23688.98, + "sql_execution_elapsed_ms_total": 21.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_620d223b90735cee\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5985301a6d0465e4398379aac0b6f3349ac68f8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_620d223b90735cee/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:36.697261+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 23688.98, "started_at": "2026-05-04T08:14:12.977791+00:00", "ended_at": "2026-05-04T08:14:36.667009+00:00", "prompt_metrics": {"chars": 8606, "bytes_utf8": 8606, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 485, "bytes_utf8": 485, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 234}, "stderr_preview": "2026-05-04T08:14:13.200692Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:17.316293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b55458d49003c0bdeabecd25659003dec6257016 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_63195887f4c62440\n-- problem_id: v2p_n6_69fba90239fc7fea\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_63195887f4c62440\\n-- problem_id: v2p_n6_69fba90239fc7fea\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -1.1479099678456592}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": -2.0035087719298246}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -1.0}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": -3.007518796992481}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": 0.4490566037735849}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 2.5813953488372094}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -4.0}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": -5.816593886462882}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": -0.00881057268722467}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": -0.1152073732718894}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -6.027906976744186}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": 2.668269230769231}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": 3.347826086956522}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -4.753846153846154}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": -6.717277486910994}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 4.4035087719298245}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 4.422360248447205}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": -7.583850931677019}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": 3.7724137931034485}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -8.192592592592593}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": -4.890756302521009}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 4.7043478260869565}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -9.383838383838384}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": -10.375}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": 3.032258064516129}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -1.5108695652173914}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 3.506172839506173}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": -7.703703703703703}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": -5.0875}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": -6.625}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": 7.661290322580645}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -6.081967213114754}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -16.4}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": 3.526315789473684}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -12.482142857142858}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": -3.7058823529411766}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -11.294117647058824}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": -5.666666666666667}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": 0.7906976744186046}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": -4.627906976744186}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -10.512195121951219}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -4.175}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": 6.487179487179487}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -6.17948717948718}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -11.487179487179487}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 1.7777777777777777}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": 1.8571428571428572}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -0.05714285714285714}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -17.62857142857143}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": -14.64516129032258}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.23}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f0d610cd88cf6962d2780d17e28ee04c6b72cb89 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.984772+00:00", + "ended_at": "2026-05-04T08:20:39.995128+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_63195887f4c62440", + "problem_id": "v2p_n6_69fba90239fc7fea", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=44", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 44, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_63195887f4c62440.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63195887f4c62440/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7ee872235c8eed45db795f00f51a8e96fa7f7f22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22777, "cached_input_tokens": 22400, "output_tokens": 179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d7a8c23376c84a0711f67784ff9fcf3b218a289 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_63bc9e0de3dda5f5", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 179, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12788.39, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_63bc9e0de3dda5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..847bf51ae607b645dd8f9ece2672df2d12e55018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:41:15.955489+00:00", + "ended_at": "2026-05-04T07:41:28.744570+00:00", + "elapsed_ms": 12788.39, + "prompt_metrics": { + "chars": 8611, + "bytes_utf8": 8611, + "lines": 302, + "estimated_tokens": 2688 + }, + "stdout_metrics": { + "chars": 757, + "bytes_utf8": 757, + "lines": 4, + "estimated_tokens": 217 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13273 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 111 + }, + "usage": { + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 179 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..78ac7b9e09ef63607c3a833df466309b306d8c57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9483ad21bfe28fa3557193e13775794fc83ce2fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-29fb-7b43-be16-b1e2f6ccd88b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X3\\\". CAST was added because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":22400,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..36322ff3a9885fdbc932207a91166d3581e4e825 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X3\". CAST was added because the schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ef7e734c0d62bc2ae03ff213b2c38595fe345f2c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:16.226057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:18.669741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:28.003297Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..51c9c65ceaa517f86454f709c315d3e95373b936 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 792}, {"y": "1", "support": 678}, {"y": "3", "support": 463}, {"y": "2", "support": 280}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..97a08a3b8699d106a885b9800c694de72a5173df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_63bc9e0de3dda5f5 +-- problem_id: v2p_n6_12e8f6dd29e0560e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a778cb1d02407e22a675138dc8082080a38dad0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 792}, {\"y\": \"1\", \"support\": 678}, {\"y\": \"3\", \"support\": 463}, {\"y\": \"2\", \"support\": 280}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.84}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..65051cc299c8bf4485e34bcdd7cc455e1b111a4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:41:15.952491+00:00", + "ended_at": "2026-05-04T07:41:28.772650+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_63bc9e0de3dda5f5", + "problem_id": "v2p_n6_12e8f6dd29e0560e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 15, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=15" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_63bc9e0de3dda5f5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_63bc9e0de3dda5f5", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 179, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12788.39, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_63bc9e0de3dda5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d50d4f69212a5d01eb729e5273ad0faeeee856e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:28.762600+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12788.39, "started_at": "2026-05-04T07:41:15.955489+00:00", "ended_at": "2026-05-04T07:41:28.744570+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22777, "cached_input_tokens": 22400, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:41:16.226057Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:18.669741Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 15;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X3\\\". CAST was added because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f1dca11aa647e7906666b35c8af772644e3d691f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_63bc9e0de3dda5f5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_63bc9e0de3dda5f5", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 22400, + "output_tokens": 179, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12788.39, + "sql_execution_elapsed_ms_total": 2.84, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_63bc9e0de3dda5f5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7a624e59b223d77a21357d07eaaef46f4955228 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ba0abc07860d879948c6552b6be3dacd48adefd4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_655fa0fd6238b4e0", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.76, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_655fa0fd6238b4e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9a9ea7eaad48279cb43f1e98e97d4f790184df46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:51:14.740869+00:00", + "ended_at": "2026-05-04T07:51:26.512554+00:00", + "elapsed_ms": 11771.76, + "prompt_metrics": { + "chars": 8693, + "bytes_utf8": 8693, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 773, + "bytes_utf8": 773, + "lines": 4, + "estimated_tokens": 253 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13249 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 431, + "bytes_utf8": 431, + "lines": 1, + "estimated_tokens": 131 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 167 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..628a69073dbe3885ec48b966929657944759ed3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..292b32a2217457767178b7c9f9f0b83365e694b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-4cc1-7f03-a06f-14e07d7f7f48"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", and predicate_col=\\\"X15\\\" >= 5.0. Casted \\\"X1\\\" and \\\"X15\\\" to REAL because the schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":167}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b92d23310658a06784960de6f78cb9088d6300b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X1\", and predicate_col=\"X15\" >= 5.0. Casted \"X1\" and \"X15\" to REAL because the schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a53645d021b70ef46553c072d3810faf471a6cb4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:14.945656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:17.301675Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:25.506412Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac9f9dfe3eb269e744a5141cc94eb271d904d46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "total_measure": 13020.0}, {"y": "1", "total_measure": 9821.0}, {"y": "2", "total_measure": 132.0}, {"y": "3", "total_measure": 108.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b43d605bf6a45a21e21f477d04105780628859f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_655fa0fd6238b4e0 +-- problem_id: v2p_n6_4116879e4d80dd9c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae645a1ec5b9d00f64146c43dccbf0b439ab8743 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 13020.0}, {\"y\": \"1\", \"total_measure\": 9821.0}, {\"y\": \"2\", \"total_measure\": 132.0}, {\"y\": \"3\", \"total_measure\": 108.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ddcda0c5a4f38d426f64d639a9f2c6c2f09cbbad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:51:14.737878+00:00", + "ended_at": "2026-05-04T07:51:26.541413+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_655fa0fd6238b4e0", + "problem_id": "v2p_n6_4116879e4d80dd9c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_655fa0fd6238b4e0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_655fa0fd6238b4e0", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.76, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_655fa0fd6238b4e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2f2962d3663058b9fae0f16f8f695a6754274f43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:26.533001+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11771.76, "started_at": "2026-05-04T07:51:14.740869+00:00", "ended_at": "2026-05-04T07:51:26.512554+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 431, "bytes_utf8": 431, "lines": 1, "estimated_tokens": 131}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 167}, "stderr_preview": "2026-05-04T07:51:14.945656Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:17.301675Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 13;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X1\\\", and predicate_col=\\\"X15\\\" >= 5.0. Casted \\\"X1\\\" and \\\"X15\\\" to REAL because the schema stores them as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..085dd05e542331be2150d835cfdea7e507baee79 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_655fa0fd6238b4e0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_655fa0fd6238b4e0", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 167, + "total_tokens": 22975, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 131, + "estimated_total_tokens": 2850, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11771.76, + "sql_execution_elapsed_ms_total": 4.87, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_655fa0fd6238b4e0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a2ff690e47fcccc32c59bcef54b055781403461b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2778}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22869, "cached_input_tokens": 22400, "output_tokens": 162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5a05076c6989d6c821b92790e77413c78798438f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_67608dc072ea2cdc", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 162, + "total_tokens": 23031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15808.3, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_67608dc072ea2cdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4797956d6a84e499b98d151f0974e8cd493e51f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:57:00.079239+00:00", + "ended_at": "2026-05-04T07:57:15.887932+00:00", + "elapsed_ms": 15808.3, + "prompt_metrics": { + "chars": 8870, + "bytes_utf8": 8870, + "lines": 304, + "estimated_tokens": 2778 + }, + "stdout_metrics": { + "chars": 852, + "bytes_utf8": 852, + "lines": 4, + "estimated_tokens": 262 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13227 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 519, + "bytes_utf8": 519, + "lines": 1, + "estimated_tokens": 147 + }, + "usage": { + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 162 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee92efa562e643a72bb989d8a22a2b4a60c55f21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4ac5566e81c7b58757edd328e36c7b67508c9e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-9e4d-7860-a89a-f5982e27021e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X1\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X1\\\" AS REAL) < 4.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with bound roles measure_col=\\\"X1\\\" and band_col=\\\"X1\\\". Casted \\\"X1\\\" from TEXT to REAL for numeric comparison and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":22400,"output_tokens":162}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2e6a0f11767d02237da793bb02aaaf2502d40e75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X1\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X1\" AS REAL) < 4.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X1\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with bound roles measure_col=\"X1\" and band_col=\"X1\". Casted \"X1\" from TEXT to REAL for numeric comparison and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2befd6282ed9ef1ed29208761c57283f4a1434fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:03.522719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:05.882129Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:15.057285Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2ea67df691d97affb2f8a2f1456dd4faf889ae59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X1. +Result preview: [{"band_bucket": "high", "avg_measure": 24.53484380363886}, {"band_bucket": "mid", "avg_measure": -0.4563552833078101}, {"band_bucket": "low", "avg_measure": -33.21252525252525}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..618641f3d45c31f473cf92493938f110842d2c71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_67608dc072ea2cdc +-- problem_id: v2p_n6_431405b6b89213b3 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X1" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X1" AS REAL) < 4.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X1" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1bea2233b87b3bf9a9a5245787b2dc9cf33229a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X1\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X1\" AS REAL) < 4.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X1\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X1\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X1\\\" AS REAL) < 4.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 24.53484380363886}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.4563552833078101}, {\"band_bucket\": \"low\", \"avg_measure\": -33.21252525252525}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..552850642a3fa7b11e2ef5070dc2ef0bdd089ec8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:57:00.076435+00:00", + "ended_at": "2026-05-04T07:57:15.917934+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_67608dc072ea2cdc", + "problem_id": "v2p_n6_431405b6b89213b3", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_67608dc072ea2cdc.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_67608dc072ea2cdc", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 22400, + "output_tokens": 162, + "total_tokens": 23031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 147, + "estimated_total_tokens": 2925, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15808.3, + "sql_execution_elapsed_ms_total": 5.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_67608dc072ea2cdc\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79be3f369e849ae03e9563563c8237c6753c8f9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_67608dc072ea2cdc/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:15.905150+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15808.3, "started_at": "2026-05-04T07:57:00.079239+00:00", "ended_at": "2026-05-04T07:57:15.887932+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 519, "bytes_utf8": 519, "lines": 1, "estimated_tokens": 147}, "usage": {"input_tokens": 22869, "cached_input_tokens": 22400, "output_tokens": 162}, "stderr_preview": "2026-05-04T07:57:03.522719Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:05.882129Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cd5d2bac57f477ce99d5925fd65f8499386036e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_676818b2dfdbed0a\n-- problem_id: v2p_n6_2049c70ccd9e04e6\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_676818b2dfdbed0a\\n-- problem_id: v2p_n6_2049c70ccd9e04e6\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 0.7727272727272727}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": 1.5107142857142857}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.2333333333333334}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": 0.30337078651685395}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": 0.09363295880149813}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": 0.91015625}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": 0.0}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -0.5466101694915254}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -0.9661016949152542}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": 1.4410480349344978}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 1.4}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 2.431924882629108}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": 1.244131455399061}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 1.5673076923076923}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -2.1407766990291264}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.875}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": 1.2950819672131149}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.8372093023255813}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -2.0365853658536586}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -3.2699386503067487}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 4.0519480519480515}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 5.511278195488722}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -0.5461538461538461}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -3.5078125}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 6.0}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.3523809523809525}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -5.912621359223301}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 6.108108108108108}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 10.356164383561644}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -7.805555555555555}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 1.5352112676056338}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 6.783333333333333}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 4.754385964912281}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 5.857142857142857}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -13.571428571428571}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -2.25531914893617}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -2.8666666666666667}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -9.853658536585366}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 16.075}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -8.025}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -14.128205128205128}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -7.216216216216216}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": 0.35294117647058826}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -3.411764705882353}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 6.6875}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 6.0}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -19.962962962962962}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": 2.1538461538461537}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -10.56}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -16.76}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 13.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..589da2a1d32448e848519ffb519912cf5b9cb597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.100474+00:00", + "ended_at": "2026-05-04T08:20:40.120718+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_676818b2dfdbed0a", + "problem_id": "v2p_n6_2049c70ccd9e04e6", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=50", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 50, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_676818b2dfdbed0a.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_676818b2dfdbed0a/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d55c1a82f9ce4b068d4d29ebc829224b1b3516f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -1.0939597315436242}, {"X10": "-2", "support": 286, "avg_response": -0.6538461538461539}, {"X10": "-1", "support": 286, "avg_response": -0.9545454545454546}, {"X10": "2", "support": 276, "avg_response": -1.1123188405797102}, {"X10": "-3", "support": 264, "avg_response": -1.628787878787879}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8d1b0c363b1e09dadef16ead9c74fb9adc5f61e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_685a86ac9f95500e +-- problem_id: v2p_n6_b7b94b4a6a5e138d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3575617758792a41aa9cac1064ee6197b3ebdcfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_685a86ac9f95500e\n-- problem_id: v2p_n6_b7b94b4a6a5e138d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_685a86ac9f95500e\\n-- problem_id: v2p_n6_b7b94b4a6a5e138d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -1.0939597315436242}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -0.6538461538461539}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -0.9545454545454546}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": -1.1123188405797102}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.628787878787879}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": -0.5214007782101168}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": -3.3188976377952755}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.151394422310757}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": -2.737051792828685}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": -2.757575757575758}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -4.657894736842105}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": -2.2088888888888887}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": -0.6635514018691588}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": -2.0878048780487806}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.7765957446808511}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.0217391304347827}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -0.9886363636363636}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": 1.2781456953642385}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": -1.051094890510949}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": -1.2116788321167884}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": -2.4330708661417324}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": -4.047244094488189}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": -4.902439024390244}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -6.035398230088496}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -0.22727272727272727}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -1.4845360824742269}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -3.422680412371134}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": -2.150537634408602}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": 1.3875}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": -4.888888888888889}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 0.14516129032258066}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -10.366666666666667}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": -1.3148148148148149}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": -8.11111111111111}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": -1.0}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": 2.9411764705882355}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": 0.32}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -6.739130434782608}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": -4.190476190476191}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -14.047619047619047}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": -5.025}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": -1.9230769230769231}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": 8.657142857142857}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": 0.2}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 0.9696969696969697}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": -11.818181818181818}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": 9.387096774193548}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 2.032258064516129}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": 3.7586206896551726}, {\"X10\": \"-21\", \"support\": 28, \"avg_response\": 5.428571428571429}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3b1449267a8806b2d7ed8a0f1fb36b76ae898291 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.869816+00:00", + "ended_at": "2026-05-04T08:20:39.880275+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_685a86ac9f95500e", + "problem_id": "v2p_n6_b7b94b4a6a5e138d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=36", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 36, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_685a86ac9f95500e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_685a86ac9f95500e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c57a3e8da9afdf80ed985286ccbe9f606556cd8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9fec0d3ee1180ccbde40ffafa7a04c89b38fcdc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_69d7b8e6780fdd41", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15187.76, + "sql_execution_elapsed_ms_total": 7.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_69d7b8e6780fdd41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..34eedd8d44be0716b390a55e8c05303e4dab2515 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:01.483481+00:00", + "ended_at": "2026-05-04T07:44:16.655888+00:00", + "elapsed_ms": 15187.76, + "prompt_metrics": { + "chars": 8431, + "bytes_utf8": 8431, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 686, + "bytes_utf8": 686, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 358, + "bytes_utf8": 358, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 150 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0915cb53b8ef7ce0ee533030815716b78adee66a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8d87244ac568251cf8979b2314731589d83e5110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-b0af-74e3-ac20-90d5b224246a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". CAST(\\\"X10\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":150}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e50f406ec469dce8ac70a22fdbae252bbf8a4fb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X10\". CAST(\"X10\" AS REAL) is applied because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..35c2d72d4ca30f88f9ebc0cf4688220d9a863d71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:01.798369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:05.307606Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:15.692421Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c52768270f1349948728d1d03e35b74ca80f281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "avg_measure": 3.7475}, {"y": "3", "avg_measure": 0.1605}, {"y": "2", "avg_measure": -0.5195}, {"y": "0", "avg_measure": -13.6335}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f608ed83afd2564f4f324c5c155dd7c23ad9aa4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_69d7b8e6780fdd41 +-- problem_id: v2p_n6_ec550fa7d06a1c31 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7e145bf06340329d3386b625f2f7af27e8d968e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.7475}, {\"y\": \"3\", \"avg_measure\": 0.1605}, {\"y\": \"2\", \"avg_measure\": -0.5195}, {\"y\": \"0\", \"avg_measure\": -13.6335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2d94107bef4f40710162a90e8615312bb4cb6bc3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:44:01.245249+00:00", + "ended_at": "2026-05-04T07:44:16.743998+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_69d7b8e6780fdd41", + "problem_id": "v2p_n6_ec550fa7d06a1c31", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 15, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_69d7b8e6780fdd41.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_69d7b8e6780fdd41", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 150, + "total_tokens": 22879, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2734, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15187.76, + "sql_execution_elapsed_ms_total": 7.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_69d7b8e6780fdd41\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..095a3794047e9bcc0f54807809c3394fc6b7411e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_69d7b8e6780fdd41/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:16.687415+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15187.76, "started_at": "2026-05-04T07:44:01.483481+00:00", "ended_at": "2026-05-04T07:44:16.655888+00:00", "prompt_metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 358, "bytes_utf8": 358, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 150}, "stderr_preview": "2026-05-04T07:44:01.798369Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:05.307606Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a8732c18baf91e398fc5495895daf07bdf809a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-32b1-76b0-8422-82450f3935ce"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"y\\\" on the single table \\\"n6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":95}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1233460c962cb27a58cb97f00084206227b8418b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"y\" on the single table \"n6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8662e0a901be23cbe7c1a55de9449ad6880ba64f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:07.424911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:10.049157Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:16.900884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ceb806935cb57501f040412c665fc09ff27383c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_6a618233fa933839 +-- problem_id: v2p_n6_bfbbf7fbda9b1a91 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21925bb1e34bb2a0d6dd2162a405ad3f7447dbbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.71}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cd0bfc16edd1de1d6a3950fcb3003f1e3f70d86b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:39:07.185349+00:00", + "ended_at": "2026-05-04T07:39:17.812900+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6a618233fa933839", + "problem_id": "v2p_n6_bfbbf7fbda9b1a91", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=3" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6a618233fa933839.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6a618233fa933839", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 95, + "total_tokens": 22798, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10593.42, + "sql_execution_elapsed_ms_total": 3.71, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6a618233fa933839\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8886718cfa1582694be6a123686230fb47e3ffd2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6a618233fa933839/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:17.801957+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10593.42, "started_at": "2026-05-04T07:39:07.189071+00:00", "ended_at": "2026-05-04T07:39:17.781131+00:00", "prompt_metrics": {"chars": 8340, "bytes_utf8": 8340, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 265, "bytes_utf8": 265, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 95}, "stderr_preview": "2026-05-04T07:39:07.424911Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:10.049157Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca47756f1a9a1575b50158e348f2440cfc3a28c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-4826-7223-9884-9d49f26bc0a0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X6\\\". Cast \\\"X6\\\" from TEXT to REAL for numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..609baea30971b24e48626404081916af8606bf34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X6\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X6\". Cast \"X6\" from TEXT to REAL for numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..170bf1385888aba2d2b8c3096f8d8a709de1997e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:57.153634Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:59.930122Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:09.398252Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..06b1c69fcd531939268ed34eb9d541a8cf2ee42c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "1", "avg_measure": 2.7045}, {"y": "3", "avg_measure": 0.331}, {"y": "2", "avg_measure": -0.0565}, {"y": "0", "avg_measure": -12.226}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..18c1847f7fe87e098ea08f98eda9c9ce2b852395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_6cd178ecf0c385c2 +-- problem_id: v2p_n6_fbc0acffe1874c71 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X6" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c20706033f7a4bb73df478c2cc9aeb524d4fe16e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X6\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 2.7045}, {\"y\": \"3\", \"avg_measure\": 0.331}, {\"y\": \"2\", \"avg_measure\": -0.0565}, {\"y\": \"0\", \"avg_measure\": -12.226}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e551b5ea5a3c5d9b0d552c4f2fef484a97471963 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:47:56.974486+00:00", + "ended_at": "2026-05-04T07:48:10.300870+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6cd178ecf0c385c2", + "problem_id": "v2p_n6_fbc0acffe1874c71", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6cd178ecf0c385c2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6cd178ecf0c385c2", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13239.85, + "sql_execution_elapsed_ms_total": 39.8, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6cd178ecf0c385c2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e718d6ae2ded0002442093473254c68c8078d01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cd178ecf0c385c2/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:10.247550+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13239.85, "started_at": "2026-05-04T07:47:56.976267+00:00", "ended_at": "2026-05-04T07:48:10.217142+00:00", "prompt_metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22739, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:47:57.153634Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:59.930122Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..240507b16c48ce9eebcb0ec0756b54bbb2321ef0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-6c7d-7d73-99b0-b4145ba194f0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X3\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X3\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the planned template with both band_col and measure_col bound to \\\"X3\\\". Casts to REAL were added because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bba2817ff52f89b670e8d47420737d2c277bc0f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X3\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X3\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Applied the planned template with both band_col and measure_col bound to \"X3\". Casts to REAL were added because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d777efe270dabdba8b444f415b45c9d1be7548d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:56.293144Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:58.677088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:07.225132Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ca41e3dfa196aeb927b648f0fdd7d3a6e6dde36f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X3. +Result preview: [{"band_bucket": "high", "avg_measure": 20.975436098255607}, {"band_bucket": "mid", "avg_measure": -1.018139714395986}, {"band_bucket": "low", "avg_measure": -31.608461538461537}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbfe830293b68248a0d191f90ac905ea3aaa5184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_6cff6832ac77a124 +-- problem_id: v2p_n6_c77747b270f3f2f2 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X3" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X3" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X3" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68d0d0b5ee1640935cbef47bd4202da190e1a2f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X3\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X3\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X3\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X3\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 20.975436098255607}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.018139714395986}, {\"band_bucket\": \"low\", \"avg_measure\": -31.608461538461537}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9498b474efd1723467b2ac0ab2b538022fe4d2d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:57:56.101884+00:00", + "ended_at": "2026-05-04T07:58:08.062662+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6cff6832ac77a124", + "problem_id": "v2p_n6_c77747b270f3f2f2", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6cff6832ac77a124.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6cff6832ac77a124", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23042, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11915.1, + "sql_execution_elapsed_ms_total": 5.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6cff6832ac77a124\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..742aa7f9563b078e9f6cca640d4c869cdcc2e0b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6cff6832ac77a124/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:08.049479+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11915.1, "started_at": "2026-05-04T07:57:56.105265+00:00", "ended_at": "2026-05-04T07:58:08.012386+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 529, "bytes_utf8": 529, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:57:56.293144Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:58.677088Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3f23771d80b6dc7a82c64491de987ad5f958c412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6d5200b4602a804c\n-- problem_id: v2p_n6_7149b8186d18defa\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6d5200b4602a804c\\n-- problem_id: v2p_n6_7149b8186d18defa\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 1.4096385542168675}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": 0.6170731707317073}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -0.10025062656641603}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.8333333333333334}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -0.7151335311572701}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": 1.0493827160493827}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 2.5780730897009967}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 1.3595890410958904}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -0.23711340206185566}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": 2.8897637795275593}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 2.723849372384937}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -0.3422222222222222}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 4.082926829268293}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 4.822784810126582}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": 1.3783783783783783}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 3.303448275862069}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -0.3161764705882353}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": 3.5135135135135136}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -2.2522522522522523}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -1.0462962962962963}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -0.49019607843137253}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": 1.1720430107526882}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 4.233333333333333}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 0.44871794871794873}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": 1.5294117647058822}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": 6.774193548387097}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 5.758620689655173}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -1.280701754385965}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 13.063829787234043}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 1.7674418604651163}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -3.7}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -3.9}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": 0.24324324324324326}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -3.189189189189189}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 10.916666666666666}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": -0.16666666666666666}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -2.7222222222222223}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -3.588235294117647}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -14.333333333333334}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": 4.419354838709677}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 1.206896551724138}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -1.6206896551724137}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": -2.2758620689655173}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -8.172413793103448}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -0.4074074074074074}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -8.115384615384615}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -14.73076923076923}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -16.36}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -20.16}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -15.909090909090908}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 8.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..339cd3e3e0bb092179f68fb840700ccf6ef35c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.882835+00:00", + "ended_at": "2026-05-04T08:20:39.896015+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6d5200b4602a804c", + "problem_id": "v2p_n6_7149b8186d18defa", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=37", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 37, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6d5200b4602a804c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6d5200b4602a804c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8df9d7348fec0482fed92dc6bf5c04dcd0fc5554 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22771, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..41911f4a4e3c61ae2055fb5ea6913d4a470b1827 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6daf81999aeabd1f", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.45, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6daf81999aeabd1f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..83e7b68199ace5ed910a0291e7650443fe7f0604 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:33.937886+00:00", + "ended_at": "2026-05-04T08:19:48.207969+00:00", + "elapsed_ms": 14270.45, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 752, + "bytes_utf8": 752, + "lines": 4, + "estimated_tokens": 230 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 418, + "bytes_utf8": 418, + "lines": 1, + "estimated_tokens": 119 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e670bab23adc10aa951d805446ad001cf71e52c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..06670d138724564562c7f049ea3d27f53d173920 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-3a2c-7732-a6e2-a06f309d868e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2048c95e9e7217ef208b0bf44698455b66201a06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Applied the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X10\". Cast \"X10\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d2ab0d32d10862570fcdb9fcc77f8850509ed82 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:34.106485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:36.480228Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:47.162536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47248a787dab73c08dbbf277d0d28c42b11dd795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "total_measure": 7495.0}, {"y": "3", "total_measure": 321.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..db643d28d4517393724e8559670e5efe238eb033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_6daf81999aeabd1f +-- problem_id: v2p_n6_60b98eaa7444bdc0 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d773d43b573d2e534d43d8d4e50e20800c9b858 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X10\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X10\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 7495.0}, {\"y\": \"3\", \"total_measure\": 321.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..015a2b6e5626c05cbe43f076462108a9a2fdc8bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:19:33.934917+00:00", + "ended_at": "2026-05-04T08:19:48.248013+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6daf81999aeabd1f", + "problem_id": "v2p_n6_60b98eaa7444bdc0", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=137" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6daf81999aeabd1f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6daf81999aeabd1f", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.45, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6daf81999aeabd1f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be41682ddd99ac146b3ef19d1e726ceaf03f5d62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:48.230467+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14270.45, "started_at": "2026-05-04T08:19:33.937886+00:00", "ended_at": "2026-05-04T08:19:48.207969+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 418, "bytes_utf8": 418, "lines": 1, "estimated_tokens": 119}, "usage": {"input_tokens": 22771, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T08:19:34.106485Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:36.480228Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..55432dc89f3cc721f5acfaed208a68d15d5fdc53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6daf81999aeabd1f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6daf81999aeabd1f", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22906, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 119, + "estimated_total_tokens": 2801, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14270.45, + "sql_execution_elapsed_ms_total": 6.73, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6daf81999aeabd1f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9802dcb57549365115160a89c9de152880997cc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2e042e9bb9e334348dc130044f79eb4a5197cf96 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6e590b56306e45ff", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2758, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13330.19, + "sql_execution_elapsed_ms_total": 35.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6e590b56306e45ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1caaced5ce9e6c8bf0e4435ffb00077c8ea8a417 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:48:10.309455+00:00", + "ended_at": "2026-05-04T07:48:23.639589+00:00", + "elapsed_ms": 13330.19, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 769, + "bytes_utf8": 769, + "lines": 4, + "estimated_tokens": 218 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13216 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 109 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 125 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e7a99d47af0a7404bbafc7f818f71383ff4586 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4326c26fe22be8e697a51696e4ebbf237ad605ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-7c3e-7f00-8179-a6fe678b4cf4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X6\\\". CAST to REAL is included because the schema stores \\\"X6\\\" as TEXT, while the dataset semantics indicate a numeric measure.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":125}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24a8911da65d5ffd40f80d3e22eaf61a1550e9c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X6\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X6\". CAST to REAL is included because the schema stores \"X6\" as TEXT, while the dataset semantics indicate a numeric measure."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..44e1e3f461b3dedd0b0d31589efad3ba89ff76fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:10.498878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:13.812724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:22.730245Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5c8eb69aec3e4c912ea907dfbd08665903253e75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "1", "avg_measure": 2.7045}, {"y": "3", "avg_measure": 0.331}, {"y": "2", "avg_measure": -0.0565}, {"y": "0", "avg_measure": -12.226}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ef7bb2b7b3bc0255c03e730cf2309ffb28d9566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_6e590b56306e45ff +-- problem_id: v2p_n6_0108af1d666e9ffa +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X6" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9d6e82a7718ce7d5b503ff1bdc3a2eaa9c379d66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X6\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X6\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 2.7045}, {\"y\": \"3\", \"avg_measure\": 0.331}, {\"y\": \"2\", \"avg_measure\": -0.0565}, {\"y\": \"0\", \"avg_measure\": -12.226}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 35.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f020238246a819393e6deae61eb29af89ba9bf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:48:10.305453+00:00", + "ended_at": "2026-05-04T07:48:23.714999+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6e590b56306e45ff", + "problem_id": "v2p_n6_0108af1d666e9ffa", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=37" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6e590b56306e45ff.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_6e590b56306e45ff", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 125, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2758, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13330.19, + "sql_execution_elapsed_ms_total": 35.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_6e590b56306e45ff\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ac66a436f15a8580a235c3827defc3e7f610de8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6e590b56306e45ff/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:23.659299+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13330.19, "started_at": "2026-05-04T07:48:10.309455+00:00", "ended_at": "2026-05-04T07:48:23.639589+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 125}, "stderr_preview": "2026-05-04T07:48:10.498878Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:13.812724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a375cf6d46311843f61d2af638261eaec9cf649 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6eb2295f059c7813\n-- problem_id: v2p_n6_1401d8fa389c95dd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6eb2295f059c7813\\n-- problem_id: v2p_n6_1401d8fa389c95dd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 0.21052631578947367}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": -0.24916943521594684}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 0.1048951048951049}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 0.325}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -1.2473118279569892}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": 0.015267175572519083}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": -0.9457364341085271}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": -0.5}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": -0.4194915254237288}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": -1.446808510638298}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 0.26635514018691586}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": -0.5095238095238095}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.57}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": -0.27979274611398963}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.9893048128342246}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": -1.0857142857142856}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 0.65}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": -1.2206896551724138}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -0.5142857142857142}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": -0.24087591240875914}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": -0.2900763358778626}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": -0.2727272727272727}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 0.8771929824561403}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 0.27358490566037735}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -4.363636363636363}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": -0.8210526315789474}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": -1.5483870967741935}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 1.8181818181818181}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": -2.9220779220779223}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": -4.131578947368421}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": -4.430555555555555}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 1.59375}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -6.540983606557377}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 1.1851851851851851}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 0.1111111111111111}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 0.02127659574468085}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 7.225}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 3.9}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -2.975}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -7.2}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -7.25}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -12.36111111111111}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": -2.057142857142857}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -7.942857142857143}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": -0.2647058823529412}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -12.264705882352942}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 1.303030303030303}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 0.030303030303030304}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": -0.36363636363636365}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 3.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.02}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..643d214b5de2ea389c8bca19f5fd856b687241a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.569710+00:00", + "ended_at": "2026-05-04T08:20:39.579259+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6eb2295f059c7813", + "problem_id": "v2p_n6_1401d8fa389c95dd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=12", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 12, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6eb2295f059c7813.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6eb2295f059c7813/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8df241c17b834030f94a3a4db76844f86aab2f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": 1.0338983050847457}, {"X13": "-4", "support": 236, "avg_response": -1.8008474576271187}, {"X13": "-3", "support": 234, "avg_response": -1.0427350427350428}, {"X13": "2", "support": 232, "avg_response": -0.1939655172413793}, {"X13": "-2", "support": 230, "avg_response": -0.908695652173913}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..79dadcf06fbb1339b1e1cd1f0d0ac07540b9615f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6ebc3dad2f8e8a38 +-- problem_id: v2p_n6_6a2a354de93466b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..991075673a7033b96e0247e9d5de8c03da3ca8e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_6ebc3dad2f8e8a38\n-- problem_id: v2p_n6_6a2a354de93466b3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_6ebc3dad2f8e8a38\\n-- problem_id: v2p_n6_6a2a354de93466b3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 1.0338983050847457}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -1.8008474576271187}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": -1.0427350427350428}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.1939655172413793}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -0.908695652173913}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -0.24}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 2.044642857142857}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -0.12556053811659193}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.6863636363636365}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": 1.0648148148148149}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.6904761904761905}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 0.6984924623115578}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": 0.026881720430107527}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 4.994186046511628}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -1.3}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -0.9345238095238095}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -0.49032258064516127}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -0.18421052631578946}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 4.909722222222222}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 4.615384615384615}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 3.153284671532847}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 4.7669172932330826}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 7.393700787401575}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 2.015873015873016}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -3.926605504587156}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 2.1401869158878504}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -3.447619047619048}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 8.739583333333334}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -2.607142857142857}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -3.986842105263158}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 7.28}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -9.859154929577464}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -7.147058823529412}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": 4.6}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": 5.765625}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -6.53125}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": 8.267857142857142}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -4.547169811320755}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": 0.8163265306122449}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": -9.0}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -12.047619047619047}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 9.820512820512821}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -16.025641025641026}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": 13.605263157894736}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 17.37837837837838}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -16.36111111111111}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 0.14705882352941177}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.9411764705882355}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 12.484848484848484}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": 8.424242424242424}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.0}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9e58431dcdb6e32c152f042ac76e72fce8e992ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.998052+00:00", + "ended_at": "2026-05-04T08:20:40.007609+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_6ebc3dad2f8e8a38", + "problem_id": "v2p_n6_6a2a354de93466b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=45", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 45, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_6ebc3dad2f8e8a38.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_6ebc3dad2f8e8a38/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cbc89f8ad6e043d4ecdad1f4e99abd3594b97a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9a2760c08e13fd419c34e8f3d97ab0aa2b0497ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_70b13b1a72c0e459", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12385.22, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_70b13b1a72c0e459\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5025493678b37868f3a49adefc0d1a5b041991f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:19:07.180944+00:00", + "ended_at": "2026-05-04T08:19:19.566193+00:00", + "elapsed_ms": 12385.22, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 775, + "bytes_utf8": 775, + "lines": 4, + "estimated_tokens": 237 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 441, + "bytes_utf8": 441, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 137 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ee9c278973a896cb6b4850bb98bb3c8bdbae7b0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7ab5ac921e3bfb3eb7c35a5d1f6a3fef5d251ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-d1d7-7c72-9c44-0ed6f7bf7fa5"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":137}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f9aaf7584c127e67d7b512ff986bedfa139d59a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..61315be4dfe855e7113e27a87af6c711525c52a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:19:07.399820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:19:09.957953Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:19:18.763046Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a163017e5ae6a0741a7af2f9cef860987e531194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "total_measure": 13265.0}, {"y": "3", "total_measure": 455.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..503380da2708d20b9b2ed05f3b1d6665c219592a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_70b13b1a72c0e459 +-- problem_id: v2p_n6_84d5f594114a645b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ef858d57fa6846c0bc5a4849b111919dd41dd71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X9\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X9\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 13265.0}, {\"y\": \"3\", \"total_measure\": 455.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.64}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23a325dd1ff3fe5ee018fc0a29bfa20097b63322 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:19:07.177969+00:00", + "ended_at": "2026-05-04T08:19:19.594809+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_70b13b1a72c0e459", + "problem_id": "v2p_n6_84d5f594114a645b", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=136" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_70b13b1a72c0e459.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_70b13b1a72c0e459", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12385.22, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_70b13b1a72c0e459\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..db40a8a31b8c32b11082ea29ccbdf88d5b7ab599 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:19:19.583831+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12385.22, "started_at": "2026-05-04T08:19:07.180944+00:00", "ended_at": "2026-05-04T08:19:19.566193+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 441, "bytes_utf8": 441, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 137}, "stderr_preview": "2026-05-04T08:19:07.399820Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:19:09.957953Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6698e8d04f3480564cdd6ef7831dc092f957bfcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_70b13b1a72c0e459/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_70b13b1a72c0e459", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 137, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12385.22, + "sql_execution_elapsed_ms_total": 4.64, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_70b13b1a72c0e459\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f9868dfe5230241e12ef4dbabcb28b733869635 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22770, "cached_input_tokens": 19840, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cbcb30fb93c06ef804b721fea1f16793d5e5d110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_71b3b23e5b0e2347", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11741.84, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_71b3b23e5b0e2347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..51aa7e7732ecdf11c0fd23d74b69cf2703f56d00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:02:42.190246+00:00", + "ended_at": "2026-05-04T08:02:53.931778+00:00", + "elapsed_ms": 11741.84, + "prompt_metrics": { + "chars": 8537, + "bytes_utf8": 8537, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 700, + "bytes_utf8": 700, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13243 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 19840, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3ca324e789e3b0d42baffee726276376c7d34ee5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..23616296cd0d6c4bbfd858608def2a1808a1d10b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-ca07-71f1-be99-5ce8ebe5eb8c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) BETWEEN -4.0 AND 5.0;\",\"notes\":\"Used the planned filtered-sum template with measure_col and band_col both bound to \\\"X9\\\". CAST to REAL ensures correct numeric filtering and aggregation because the SQLite schema stores these fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f75a7b17e938f55a796e1475487dd12d2a9bbf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) BETWEEN -4.0 AND 5.0;","notes":"Used the planned filtered-sum template with measure_col and band_col both bound to \"X9\". CAST to REAL ensures correct numeric filtering and aggregation because the SQLite schema stores these fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0438be5996bec27f6ad8b0920215b9a94e4541f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:42.350852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:44.702469Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:53.040100Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..917e4dfb9baa41422ffefc16f005e77f34c071bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9. +Result preview: [{"total_measure": 1184.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d2f3ef9bb58ef570884f9dfb8da51128b4adde9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_71b3b23e5b0e2347 +-- problem_id: v2p_n6_103838285928fa5f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) BETWEEN -4.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..41d113db6ff2e89c16036b7b71cbaf305565915c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) BETWEEN -4.0 AND 5.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) BETWEEN -4.0 AND 5.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": 1184.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1e4c37164489966eecdbe83ddbc4504eb84851be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:02:42.187036+00:00", + "ended_at": "2026-05-04T08:02:53.977085+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_71b3b23e5b0e2347", + "problem_id": "v2p_n6_103838285928fa5f", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_71b3b23e5b0e2347.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_71b3b23e5b0e2347", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22925, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2780, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11741.84, + "sql_execution_elapsed_ms_total": 3.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_71b3b23e5b0e2347\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2c53e0d2e1cb09fe238fa0f4838c1a411885dc80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_71b3b23e5b0e2347/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:53.959483+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11741.84, "started_at": "2026-05-04T08:02:42.190246+00:00", "ended_at": "2026-05-04T08:02:53.931778+00:00", "prompt_metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22770, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:02:42.350852Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:44.702469Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..37c3cbbedb6da093bf9a07837bbd0c0d24b38730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_721361de598cb53b\n-- problem_id: v2p_n6_2e53a679658496fd\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_721361de598cb53b\\n-- problem_id: v2p_n6_2e53a679658496fd\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": -0.002617801047120419}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": -0.559228650137741}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.3370165745856354}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": -0.0967741935483871}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": -0.9967320261437909}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.8973509933774835}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": 0.08771929824561403}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": 0.16974169741697417}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": -0.3092369477911647}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": 0.08050847457627118}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": -0.35398230088495575}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": 1.2805429864253393}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": 0.0547945205479452}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -2.6968085106382977}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": 1.011764705882353}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": 0.1130952380952381}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": 1.4518072289156627}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -2.6715328467153285}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": -0.6}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": -1.2568807339449541}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": -6.854166666666667}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": 1.2857142857142858}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": 2.191011235955056}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": 0.8421052631578947}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": -3.2714285714285714}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": -4.741935483870968}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -6.766666666666667}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": -1.5172413793103448}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": 4.148148148148148}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": -9.019607843137255}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 5.06}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -4.68}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": 3.217391304347826}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": 10.0}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": 8.232558139534884}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -3.8780487804878048}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": -3.72972972972973}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": -8.243243243243244}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": 2.9714285714285715}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": 3.9705882352941178}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -4.970588235294118}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 9.636363636363637}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": 5.848484848484849}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -9.545454545454545}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 9.46875}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": -0.59375}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": 7.166666666666667}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 9.689655172413794}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 8.241379310344827}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -2.6206896551724137}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2952b092dabe94d88cb9e0bdd52017966140e2a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.448007+00:00", + "ended_at": "2026-05-04T08:20:39.457196+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_721361de598cb53b", + "problem_id": "v2p_n6_2e53a679658496fd", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=2", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_721361de598cb53b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_721361de598cb53b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..02c9dd53ac0c36b2d8b2b99a5a31cd455e1e1231 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4a0fc899bb4c682a69efe9ba546f2746ec5608bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_723fecb198a659ae", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13028.36, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_723fecb198a659ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..7b074e684f433aa50e36853472785017ddaf8c45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:30.094004+00:00", + "ended_at": "2026-05-04T08:01:43.122499+00:00", + "elapsed_ms": 13028.36, + "prompt_metrics": { + "chars": 8537, + "bytes_utf8": 8537, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 658, + "bytes_utf8": 658, + "lines": 4, + "estimated_tokens": 195 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13199 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 339, + "bytes_utf8": 339, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c61472e411b489fcb18b85ff9923ace2b97d78d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X5.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..119501ada98fbcff8a36f3ff80bdea4969bd576e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-b063-72e0-9622-939484f4709c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) BETWEEN -7.0 AND 6.0;\",\"notes\":\"Used the provided template with measure_col=\\\"X5\\\" and band_col=\\\"X5\\\". CAST to REAL is necessary because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b81ab294c698b5cae58b6c9bc60c98347961b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) BETWEEN -7.0 AND 6.0;","notes":"Used the provided template with measure_col=\"X5\" and band_col=\"X5\". CAST to REAL is necessary because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..58b76393a0986b9f21a4486ca8bc82d2b93ab4cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:30.269000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:32.856656Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:41.978536Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..34e81f700dc4dcff58f3a63f0ee862a589c6120d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X5. +Result preview: [{"total_measure": -1917.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc80fca7bcacdca379973a7baa6d377776d28b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_723fecb198a659ae +-- problem_id: v2p_n6_14942400c56e4a96 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) BETWEEN -7.0 AND 6.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fa10b906100282398c014a7807e56cd4f84e6f98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) BETWEEN -7.0 AND 6.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) BETWEEN -7.0 AND 6.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -1917.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ebdf7a02c762a57558e6a8bcdfe723fcf30700d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:01:30.090915+00:00", + "ended_at": "2026-05-04T08:01:43.166973+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_723fecb198a659ae", + "problem_id": "v2p_n6_14942400c56e4a96", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X5.", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_723fecb198a659ae.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_723fecb198a659ae", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22880, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2775, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13028.36, + "sql_execution_elapsed_ms_total": 3.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_723fecb198a659ae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..731bde34f7bcb2f54c47cefff301235741008ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_723fecb198a659ae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:43.155419+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13028.36, "started_at": "2026-05-04T08:01:30.094004+00:00", "ended_at": "2026-05-04T08:01:43.122499+00:00", "prompt_metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 339, "bytes_utf8": 339, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:01:30.269000Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:32.856656Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e8043a06d852e985dc47233f2bd5a5054dcd5c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_727cdefc8290b803\n-- problem_id: v2p_n6_02f0f63b905da90a\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_727cdefc8290b803\\n-- problem_id: v2p_n6_02f0f63b905da90a\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": -3.106094808126411}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 0.5560859188544153}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": -0.5645569620253165}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": -3.798941798941799}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": -3.75}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 0.7094972067039106}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": -0.8380952380952381}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": -6.0}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 1.494809688581315}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": -5.361344537815126}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 3.2444444444444445}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": -5.645739910313901}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": -5.115942028985507}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 3.8634146341463413}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 3.158536585365854}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": -6.006756756756757}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -8.551470588235293}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": 4.626016260162602}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": -6.153061224489796}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": -6.0625}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": 7.795698924731183}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": 8.76923076923077}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": 5.021978021978022}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": 4.604938271604938}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -9.68}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": -5.72972972972973}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -9.380281690140846}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 10.666666666666666}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": -0.6666666666666666}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": 6.172413793103448}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -12.075471698113208}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -13.222222222222221}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": 8.642857142857142}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -3.375}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -15.432432432432432}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -19.61764705882353}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": 2.606060606060606}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": -8.5625}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -11.96875}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -3.3870967741935485}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": -16.5}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -16.533333333333335}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -24.857142857142858}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": -4.777777777777778}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 10.695652173913043}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": 2.3043478260869565}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -4.590909090909091}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -17.904761904761905}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 4.85}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -38.68421052631579}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..540313ad9ca43127df2ec95d18c680c6048e56fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.765208+00:00", + "ended_at": "2026-05-04T08:20:39.775162+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_727cdefc8290b803", + "problem_id": "v2p_n6_02f0f63b905da90a", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=28", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 28, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_727cdefc8290b803.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_727cdefc8290b803/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8050c3351f8af0319b106ed40f9da24f5e2e707 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21b1255b10ffd4b053a202b703567cecf6f6c619 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_74ea3faf0f5cd348", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11385.73, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_74ea3faf0f5cd348\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4c2125faa0ccee81ac5272fd61bf6c30540f4aca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:51:26.550746+00:00", + "ended_at": "2026-05-04T07:51:37.936312+00:00", + "elapsed_ms": 11385.73, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2720 + }, + "stdout_metrics": { + "chars": 824, + "bytes_utf8": 824, + "lines": 4, + "estimated_tokens": 256 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13143 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 486, + "bytes_utf8": 486, + "lines": 1, + "estimated_tokens": 138 + }, + "usage": { + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 171 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..96afeea01583fe50720db89f6cd66141fec21711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d738b4002364dc398625a00f17bd057c1440d6d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-7ad5-7f41-92b0-158bd9549c37"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\\\"y\\\", measure_col=\\\"X1\\\", predicate_col=\\\"X2\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=18. CAST to REAL was added because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e361dc7961d4b101ef1a8a93b519e6854c01e4d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\"y\", measure_col=\"X1\", predicate_col=\"X2\", predicate_op=\">=\", predicate_value=8.0, and top_k=18. CAST to REAL was added because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..28afd0ba79370d0c7e0bf7a3d60187ce653037bf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:26.736099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:29.134079Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:37.147627Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b78d94313d69ac710c6d13919a8d1a88db8b183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "total_measure": 37807.0}, {"y": "1", "total_measure": 9164.0}, {"y": "3", "total_measure": 1730.0}, {"y": "2", "total_measure": -445.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f6645d64a079605a76641ccaf3381f197708f28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_74ea3faf0f5cd348 +-- problem_id: v2p_n6_2ff81d56b7dc402c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..df3eec1148f47153fc9b08a80c8e8b4812f0a13f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X1\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X1\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 37807.0}, {\"y\": \"1\", \"total_measure\": 9164.0}, {\"y\": \"3\", \"total_measure\": 1730.0}, {\"y\": \"2\", \"total_measure\": -445.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9c0d0c23fbb6dc45ca45f00205b7f5e1b22e22c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:51:26.548151+00:00", + "ended_at": "2026-05-04T07:51:37.963797+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_74ea3faf0f5cd348", + "problem_id": "v2p_n6_2ff81d56b7dc402c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=48" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_74ea3faf0f5cd348.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_74ea3faf0f5cd348", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11385.73, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_74ea3faf0f5cd348\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..143c73e5a2af062ce3d1b2f909398b180e820047 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:37.941892+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11385.73, "started_at": "2026-05-04T07:51:26.550746+00:00", "ended_at": "2026-05-04T07:51:37.936312+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 486, "bytes_utf8": 486, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T07:51:26.736099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:29.134079Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings group_col=\\\"y\\\", measure_col=\\\"X1\\\", predicate_col=\\\"X2\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=18. CAST to REAL was added because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..85b9798bde1a126ce243470fd4fd53bda289e267 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_74ea3faf0f5cd348/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_74ea3faf0f5cd348", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22980, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11385.73, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_74ea3faf0f5cd348\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..324419b5ed3d1f185bf24c0cfd7d37640f61b106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..aeeb260ba6109d54977cbc86687eb1cd6e50bbba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_75391b67238db68e", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 155, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12810.84, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_75391b67238db68e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3ea42077c260be2a01b8f44c4d480e8a749ecc88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:51:49.991928+00:00", + "ended_at": "2026-05-04T07:52:02.802878+00:00", + "elapsed_ms": 12810.84, + "prompt_metrics": { + "chars": 8694, + "bytes_utf8": 8694, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 842, + "bytes_utf8": 842, + "lines": 4, + "estimated_tokens": 255 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13214 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 504, + "bytes_utf8": 504, + "lines": 1, + "estimated_tokens": 139 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..571fe2418450497dbdf5c2b52cea4671554c64c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a11e478e6c4c8dd5d7c064136304ee9c121b3a5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-d65c-74a3-baa5-967adff62fc4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X2\\\", predicate_col=\\\"X3\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":22400,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..790758ceee5b003daa07c865e51ff2778b542c88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"y\", measure_col=\"X2\", predicate_col=\"X3\", predicate_op=\">=\", predicate_value=5.0, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..faedebeab8c4b53ce249de5796a1bc187972368e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:50.160614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:52.558638Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:02.177335Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..28f5d2f69d024e9a12e8dd6ecd000ebc1f3d2a9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "total_measure": 38009.0}, {"y": "1", "total_measure": 6605.0}, {"y": "3", "total_measure": 2673.0}, {"y": "2", "total_measure": 574.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd9b78a4401c582d96c35a7782366bc49a7fdefb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_75391b67238db68e +-- problem_id: v2p_n6_0e9ebd2325761a7e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08fdb76e8b023581e7df66b016098a7b626785c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X2\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X2\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 38009.0}, {\"y\": \"1\", \"total_measure\": 6605.0}, {\"y\": \"3\", \"total_measure\": 2673.0}, {\"y\": \"2\", \"total_measure\": 574.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e2a484c9313427289f2629a4c85e6fbbb072493e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:51:49.987822+00:00", + "ended_at": "2026-05-04T07:52:02.830710+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_75391b67238db68e", + "problem_id": "v2p_n6_0e9ebd2325761a7e", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=49" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_75391b67238db68e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_75391b67238db68e", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 155, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12810.84, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_75391b67238db68e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..734b0b670f4d943f426bacc6e803be3550e441cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:02.821017+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12810.84, "started_at": "2026-05-04T07:51:49.991928+00:00", "ended_at": "2026-05-04T07:52:02.802878+00:00", "prompt_metrics": {"chars": 8694, "bytes_utf8": 8694, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 139}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:51:50.160614Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:52.558638Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X2\\\", predicate_col=\\\"X3\\\", predicate_op=\\\">=\\\", predicate_value=5.0, and top_k=19. Cast numeric TEXT columns to REAL for SQLite-compatible numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ea47566c299c9b83b8fe41aa52a5949f9b26af2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75391b67238db68e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_75391b67238db68e", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 155, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 139, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12810.84, + "sql_execution_elapsed_ms_total": 2.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_75391b67238db68e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5cb5b65cbb5070706e2277b807b8b27aad3d1fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..fcbf505df2b8ea0cefea3e02013f2e726b70a0e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_753e4176321e8d4d", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15250.78, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_753e4176321e8d4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4e27e5b8b98d33d9ce90ce9b591952ad36dd2175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:58:52.889092+00:00", + "ended_at": "2026-05-04T07:59:08.139248+00:00", + "elapsed_ms": 15250.78, + "prompt_metrics": { + "chars": 9008, + "bytes_utf8": 9008, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 955, + "bytes_utf8": 955, + "lines": 4, + "estimated_tokens": 293 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13269 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 617, + "bytes_utf8": 617, + "lines": 1, + "estimated_tokens": 175 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 207 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c7386c3ead9babbc189bed5a96ec1d05249ed1c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X10", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..92131aac5b927a3499cebd279e2da44e0ef5c10a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-4a49-7b82-9682-9a048786d97e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X10\\\" AS REAL) AS \\\"X10\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X10\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X10\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the planned template with measure_col bound to \\\"X10\\\" and predicate_col bound to \\\"X6\\\". Casts to REAL were added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":207}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49469e6342ce5602ca729228f462fde4ea42170b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X10\" AS REAL) AS \"X10\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X10\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X6\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X10\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the planned template with measure_col bound to \"X10\" and predicate_col bound to \"X6\". Casts to REAL were added because the schema stores numeric-looking fields as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d787ce10e6263c72fbf8f774cd2473949dada842 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:53.053897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:55.317221Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:07.377192Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..30d03150351d816cb5f475ed6723a3b7cb1149cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10. +Result preview: [{"median_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..15965012bbd21fa78bbf70cdfdd45b6d7d492ec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_753e4176321e8d4d +-- problem_id: v2p_n6_617c7c5be3eb43a5 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X10" AS REAL) AS "X10", + ROW_NUMBER() OVER (ORDER BY CAST("X10" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X6" AS REAL) >= 8.0 +) +SELECT AVG("X10") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1e3a9a6e6c2e226e7cfbf34730cec9af0c8c3731 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X10\" AS REAL) AS \"X10\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X10\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X6\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X10\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X10\\\" AS REAL) AS \\\"X10\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X10\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X10\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 6.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d0016a8cd44b84232dab528c6ce7252d791eb665 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:58:52.886719+00:00", + "ended_at": "2026-05-04T07:59:08.175019+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_753e4176321e8d4d", + "problem_id": "v2p_n6_617c7c5be3eb43a5", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X10.", + "bindings": { + "measure_col": "X10", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=73" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_753e4176321e8d4d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_753e4176321e8d4d", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15250.78, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_753e4176321e8d4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8875a3dbabc52f467d91cd6ab33cb68121ce9661 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:08.151644+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15250.78, "started_at": "2026-05-04T07:58:52.889092+00:00", "ended_at": "2026-05-04T07:59:08.139248+00:00", "prompt_metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 617, "bytes_utf8": 617, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 207}, "stderr_preview": "2026-05-04T07:58:53.053897Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:55.317221Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\n)\\nSELECT AVG(\\\"X10\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the planned template with measure_col bound to \\\"X10\\\" and predicate_col bound to \\\"X6\\\". Casts to REAL were added because the schema stores numeric-looking fields as TEXT in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..af35008607979f85c0cc737e1220d62f2280566a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_753e4176321e8d4d/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_753e4176321e8d4d", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 207, + "total_tokens": 23094, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15250.78, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_753e4176321e8d4d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bce007770086abd69a837eb5885d6918234a425 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2778}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..89c0c605dbed364bdc022cbba85ca1f1c4bb5328 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_75c918808c9fa855", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.84, + "sql_execution_elapsed_ms_total": 5.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_75c918808c9fa855\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3c943a35e2dd435b4c3e477542ada92c5f76a399 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:57:43.940594+00:00", + "ended_at": "2026-05-04T07:57:56.066162+00:00", + "elapsed_ms": 12126.84, + "prompt_metrics": { + "chars": 8870, + "bytes_utf8": 8870, + "lines": 304, + "estimated_tokens": 2778 + }, + "stdout_metrics": { + "chars": 843, + "bytes_utf8": 843, + "lines": 4, + "estimated_tokens": 254 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13228 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 518, + "bytes_utf8": 518, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22869, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4fe5ce8f386aab56df5d54d0550c8bec1a64ae7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X3.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f92693d0f17bc5035aac9532c2bd77bd4b54f7aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-3cfa-7110-935c-0b7f4be9ac2e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X3\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X3\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with \\\"X3\\\" bound as both the banding column and measure column. Casts to REAL because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b75b80d6592dc6c4c14513ee90b4ce433fa77cba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X3\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X3\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with \"X3\" bound as both the banding column and measure column. Casts to REAL because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..760e0a88a86daef55dadeaa08b36bb0646d17b37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:44.107469Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:46.606227Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:55.194907Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b853297381b7570787bad6a536718a91b72fc30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X3. +Result preview: [{"band_bucket": "high", "avg_measure": 20.975436098255607}, {"band_bucket": "mid", "avg_measure": -1.018139714395986}, {"band_bucket": "low", "avg_measure": -31.608461538461537}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b6dfd1e56eba13483f1e373c326bad4283e4d19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_75c918808c9fa855 +-- problem_id: v2p_n6_7a07a2c0a3e9c426 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X3" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X3" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X3" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68d0d0b5ee1640935cbef47bd4202da190e1a2f3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X3\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X3\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X3\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X3\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X3\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X3\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 20.975436098255607}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.018139714395986}, {\"band_bucket\": \"low\", \"avg_measure\": -31.608461538461537}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.52}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea88c658f1737bcc48e227fce087f19ffd7e7b64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:57:43.937499+00:00", + "ended_at": "2026-05-04T07:57:56.098603+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_75c918808c9fa855", + "problem_id": "v2p_n6_7a07a2c0a3e9c426", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X3.", + "bindings": { + "measure_col": "X3", + "band_col": "X3", + "band_cut_1": -4.0, + "band_cut_2": 3.0, + "lower_bound": -4.0, + "upper_bound": 3.0, + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=66" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_75c918808c9fa855.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_75c918808c9fa855", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 23041, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12126.84, + "sql_execution_elapsed_ms_total": 5.52, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_75c918808c9fa855\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9bed9ea517fb6723bdb90b1e424f60dfe4f99c98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_75c918808c9fa855/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:56.085962+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12126.84, "started_at": "2026-05-04T07:57:43.940594+00:00", "ended_at": "2026-05-04T07:57:56.066162+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 518, "bytes_utf8": 518, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:57:44.107469Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:46.606227Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X4.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X4", + "band_col": "X4", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..46a868d4b7f7a780ce57f80412f58e313fb1788f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-9b37-70d2-b910-36a8973e6f8d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X4\\\" AS REAL) < -7.0 THEN 'low'\\n WHEN CAST(\\\"X4\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with band_col and measure_col both bound to \\\"X4\\\". Casted \\\"X4\\\" to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":21888,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e778cbcfd42a1f63cbd11a64aa6b2255f5960f9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X4\" AS REAL) < -7.0 THEN 'low'\n WHEN CAST(\"X4\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with band_col and measure_col both bound to \"X4\". Casted \"X4\" to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f59e9acdb010d96f2874804a305d257714b48ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:58:08.224768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:58:10.678702Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:58:19.847305Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4db3737076fb167003ea9be6493d2ce50d1845b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X4. +Result preview: [{"band_bucket": "high", "avg_measure": 21.2277628032345}, {"band_bucket": "mid", "avg_measure": -2.3573374854028804}, {"band_bucket": "low", "avg_measure": -36.50142103126269}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe5ae15c019f7034ae8cd9c83a00f64f56a38a72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_767e32f2ed3268af +-- problem_id: v2p_n6_761578a825a935b9 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X4" AS REAL) < -7.0 THEN 'low' + WHEN CAST("X4" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X4" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a892f7d42fda2f9dea32c22d0cccafc31f7f41c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X4\" AS REAL) < -7.0 THEN 'low'\n WHEN CAST(\"X4\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X4\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X4\\\" AS REAL) < -7.0 THEN 'low'\\n WHEN CAST(\\\"X4\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X4\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.2277628032345}, {\"band_bucket\": \"mid\", \"avg_measure\": -2.3573374854028804}, {\"band_bucket\": \"low\", \"avg_measure\": -36.50142103126269}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.4}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c26bcbec045c1407f7827cca6baaf38625bea923 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:58:08.064873+00:00", + "ended_at": "2026-05-04T07:58:25.812088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_767e32f2ed3268af", + "problem_id": "v2p_n6_761578a825a935b9", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X4.", + "bindings": { + "measure_col": "X4", + "band_col": "X4", + "band_cut_1": -7.0, + "band_cut_2": 3.0, + "lower_bound": -7.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=67" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_767e32f2ed3268af.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_767e32f2ed3268af", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 21888, + "output_tokens": 160, + "total_tokens": 23030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17713.89, + "sql_execution_elapsed_ms_total": 5.4, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_767e32f2ed3268af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3557f790d227243401c0035d94fedb857fcf4e15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_767e32f2ed3268af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:58:25.799667+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17713.89, "started_at": "2026-05-04T07:58:08.068863+00:00", "ended_at": "2026-05-04T07:58:25.782860+00:00", "prompt_metrics": {"chars": 8868, "bytes_utf8": 8868, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22870, "cached_input_tokens": 21888, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:58:08.224768Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:58:10.678702Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9dbe9dbcbd3c47275255c633b4f96d6588403e22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-9db0-7682-95a3-22c52132ebd1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X13\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X13\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X13\\\" DESC;\",\"notes\":\"Used the provided Quantile Tail Slice template with measure_col bound to \\\"X13\\\" and num_tiles=10. Cast \\\"X13\\\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric ordering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c56aaa28566a46df3072907f0fbfaa755f866eae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n NTILE(10) OVER (ORDER BY CAST(\"X13\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X13\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X13\" DESC;","notes":"Used the provided Quantile Tail Slice template with measure_col bound to \"X13\" and num_tiles=10. Cast \"X13\" to REAL because the SQLite schema stores it as TEXT while the template requires numeric ordering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac24a8cbe483e7d7af95da62251c0b9dda2cdf0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,30 @@ +2026-05-04T08:13:26.408779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:36.443538Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events) +2026-05-04T08:13:49.911741Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad262a322d09858ed6127f02d39b7762f13654ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13. +Result preview: [{"X13": 296.0}, {"X13": 245.0}, {"X13": 242.0}, {"X13": 222.0}, {"X13": 212.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fc7313feea028f6aed4ef4b5504be7e952fe66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_76dd6cbf926ac13c +-- problem_id: v2p_n6_26e07141fc9e8f32 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X13" AS REAL) AS "X13", + NTILE(10) OVER (ORDER BY CAST("X13" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X13" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X13" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d7be69a61e41e0b5a1cdc7e7f68df5d0da15760c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n NTILE(10) OVER (ORDER BY CAST(\"X13\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X13\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X13\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X13\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X13\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X13\\\" DESC;\", \"columns\": [\"X13\"], \"rows\": [{\"X13\": 296.0}, {\"X13\": 245.0}, {\"X13\": 242.0}, {\"X13\": 222.0}, {\"X13\": 212.0}, {\"X13\": 179.0}, {\"X13\": 174.0}, {\"X13\": 169.0}, {\"X13\": 167.0}, {\"X13\": 167.0}, {\"X13\": 164.0}, {\"X13\": 161.0}, {\"X13\": 157.0}, {\"X13\": 153.0}, {\"X13\": 152.0}, {\"X13\": 152.0}, {\"X13\": 151.0}, {\"X13\": 149.0}, {\"X13\": 149.0}, {\"X13\": 146.0}, {\"X13\": 146.0}, {\"X13\": 144.0}, {\"X13\": 139.0}, {\"X13\": 139.0}, {\"X13\": 138.0}, {\"X13\": 138.0}, {\"X13\": 137.0}, {\"X13\": 137.0}, {\"X13\": 135.0}, {\"X13\": 135.0}, {\"X13\": 134.0}, {\"X13\": 134.0}, {\"X13\": 133.0}, {\"X13\": 133.0}, {\"X13\": 132.0}, {\"X13\": 132.0}, {\"X13\": 132.0}, {\"X13\": 129.0}, {\"X13\": 129.0}, {\"X13\": 129.0}, {\"X13\": 128.0}, {\"X13\": 127.0}, {\"X13\": 126.0}, {\"X13\": 124.0}, {\"X13\": 124.0}, {\"X13\": 123.0}, {\"X13\": 122.0}, {\"X13\": 122.0}, {\"X13\": 122.0}, {\"X13\": 121.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cdf4d56b2b7aa1a6229be9ef2670cd52c3092f17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:13:26.158615+00:00", + "ended_at": "2026-05-04T08:13:50.689122+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_76dd6cbf926ac13c", + "problem_id": "v2p_n6_26e07141fc9e8f32", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=108" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_76dd6cbf926ac13c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_76dd6cbf926ac13c", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2836, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 24489.57, + "sql_execution_elapsed_ms_total": 18.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_76dd6cbf926ac13c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb4ace27c8abb721045f508c7fa477a0449e1c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_76dd6cbf926ac13c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:13:50.662560+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 24489.57, "started_at": "2026-05-04T08:13:26.161335+00:00", "ended_at": "2026-05-04T08:13:50.651236+00:00", "prompt_metrics": {"chars": 8607, "bytes_utf8": 8607, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 514, "bytes_utf8": 514, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:13:26.408779Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:13:36.443538Z WARN codex_analytics::client: failed to send events request: error sending request for url (https://chatgpt.com/backend-api/codex/analytics-events/events)\n2026-05-04T08:13:49.911741Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n + + +
+ +
+
+ + + +2026-05-04T08:14:48.848199Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0a4becf427152bdac0a32a48a4fb4b8019327f28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16. +Result preview: [{"X16": "270"}, {"X16": "258"}, {"X16": "233"}, {"X16": "211"}, {"X16": "197"}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca8dc27ac91be3c2768742019191bdc626c13e9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_7850be10d764a808 +-- problem_id: v2p_n6_6a1966558179a2dd +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X16", + NTILE(10) OVER (ORDER BY CAST("X16" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X16" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X16" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..25e195746b8329878c501a0f8d5813e458364ae4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT \"X16\",\n NTILE(10) OVER (ORDER BY CAST(\"X16\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X16\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY CAST(\"X16\" AS REAL) DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT \\\"X16\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X16\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X16\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY CAST(\\\"X16\\\" AS REAL) DESC;\", \"columns\": [\"X16\"], \"rows\": [{\"X16\": \"270\"}, {\"X16\": \"258\"}, {\"X16\": \"233\"}, {\"X16\": \"211\"}, {\"X16\": \"197\"}, {\"X16\": \"196\"}, {\"X16\": \"194\"}, {\"X16\": \"185\"}, {\"X16\": \"174\"}, {\"X16\": \"168\"}, {\"X16\": \"165\"}, {\"X16\": \"163\"}, {\"X16\": \"163\"}, {\"X16\": \"161\"}, {\"X16\": \"160\"}, {\"X16\": \"160\"}, {\"X16\": \"159\"}, {\"X16\": \"154\"}, {\"X16\": \"153\"}, {\"X16\": \"153\"}, {\"X16\": \"152\"}, {\"X16\": \"150\"}, {\"X16\": \"147\"}, {\"X16\": \"146\"}, {\"X16\": \"146\"}, {\"X16\": \"146\"}, {\"X16\": \"145\"}, {\"X16\": \"141\"}, {\"X16\": \"141\"}, {\"X16\": \"139\"}, {\"X16\": \"138\"}, {\"X16\": \"137\"}, {\"X16\": \"137\"}, {\"X16\": \"137\"}, {\"X16\": \"136\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"135\"}, {\"X16\": \"134\"}, {\"X16\": \"134\"}, {\"X16\": \"134\"}, {\"X16\": \"133\"}, {\"X16\": \"133\"}, {\"X16\": \"132\"}, {\"X16\": \"131\"}, {\"X16\": \"130\"}, {\"X16\": \"129\"}, {\"X16\": \"129\"}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 19.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0085643a7ded5389641bf56794ef13866affbeee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:14:36.728244+00:00", + "ended_at": "2026-05-04T08:14:49.902671+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7850be10d764a808", + "problem_id": "v2p_n6_6a1966558179a2dd", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=111" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_7850be10d764a808.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7850be10d764a808", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 237, + "total_tokens": 23022, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2835, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13127.55, + "sql_execution_elapsed_ms_total": 19.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_7850be10d764a808\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3de00db628383333d54d383342e252a5163533f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7850be10d764a808/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:14:49.876763+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13127.55, "started_at": "2026-05-04T08:14:36.730811+00:00", "ended_at": "2026-05-04T08:14:49.858331+00:00", "prompt_metrics": {"chars": 8605, "bytes_utf8": 8605, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 506, "bytes_utf8": 506, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 237}, "stderr_preview": "2026-05-04T08:14:36.960961Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:39.409084Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..da095dd322e3d7f4273165bd3b411ac275708983 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-8267-7b30-a127-71502e9b82db"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X4\\\" AS REAL) AS \\\"X4\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X4\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X4\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X4\\\" DESC;\",\"notes\":\"Used the planned Quantile Tail Slice template with measure_col bound to \\\"X4\\\". Because the schema stores \\\"X4\\\" as TEXT, the query casts it to REAL to ensure numeric ordering and correct NTILE bucketing in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":183}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..42b98b1f72c518b8d50bd9c8c20a1a289d43a5f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X4\" AS REAL) AS \"X4\",\n NTILE(10) OVER (ORDER BY CAST(\"X4\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X4\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X4\" DESC;","notes":"Used the planned Quantile Tail Slice template with measure_col bound to \"X4\". Because the schema stores \"X4\" as TEXT, the query casts it to REAL to ensure numeric ordering and correct NTILE bucketing in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..22fc2644f86cdd8cc813045617fbe07e8a207272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:30.463633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:32.841355Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:42.247665Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9403f209021ac5dc396841e5d905e17995d23b2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4. +Result preview: [{"X4": 246.0}, {"X4": 222.0}, {"X4": 209.0}, {"X4": 193.0}, {"X4": 192.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..62ce550e6adfcf93527748a10e4c567b942d6896 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_794c56f03c3b483a +-- problem_id: v2p_n6_0ed3d1899d99376c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X4" AS REAL) AS "X4", + NTILE(10) OVER (ORDER BY CAST("X4" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X4" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X4" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1125fbd975f93084925a35e8830f1bf7f6d8ed04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH \"buckets\" AS (\n SELECT CAST(\"X4\" AS REAL) AS \"X4\",\n NTILE(10) OVER (ORDER BY CAST(\"X4\" AS REAL) DESC) AS \"tail_bucket\"\n FROM \"n6\"\n)\nSELECT \"X4\"\nFROM \"buckets\"\nWHERE \"tail_bucket\" = 1\nORDER BY \"X4\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH \\\"buckets\\\" AS (\\n SELECT CAST(\\\"X4\\\" AS REAL) AS \\\"X4\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X4\\\" AS REAL) DESC) AS \\\"tail_bucket\\\"\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X4\\\"\\nFROM \\\"buckets\\\"\\nWHERE \\\"tail_bucket\\\" = 1\\nORDER BY \\\"X4\\\" DESC;\", \"columns\": [\"X4\"], \"rows\": [{\"X4\": 246.0}, {\"X4\": 222.0}, {\"X4\": 209.0}, {\"X4\": 193.0}, {\"X4\": 192.0}, {\"X4\": 176.0}, {\"X4\": 176.0}, {\"X4\": 174.0}, {\"X4\": 171.0}, {\"X4\": 170.0}, {\"X4\": 169.0}, {\"X4\": 166.0}, {\"X4\": 164.0}, {\"X4\": 163.0}, {\"X4\": 161.0}, {\"X4\": 158.0}, {\"X4\": 157.0}, {\"X4\": 156.0}, {\"X4\": 155.0}, {\"X4\": 154.0}, {\"X4\": 153.0}, {\"X4\": 152.0}, {\"X4\": 151.0}, {\"X4\": 151.0}, {\"X4\": 149.0}, {\"X4\": 148.0}, {\"X4\": 145.0}, {\"X4\": 145.0}, {\"X4\": 143.0}, {\"X4\": 143.0}, {\"X4\": 142.0}, {\"X4\": 141.0}, {\"X4\": 139.0}, {\"X4\": 134.0}, {\"X4\": 133.0}, {\"X4\": 133.0}, {\"X4\": 132.0}, {\"X4\": 131.0}, {\"X4\": 131.0}, {\"X4\": 130.0}, {\"X4\": 130.0}, {\"X4\": 129.0}, {\"X4\": 129.0}, {\"X4\": 129.0}, {\"X4\": 128.0}, {\"X4\": 128.0}, {\"X4\": 126.0}, {\"X4\": 125.0}, {\"X4\": 124.0}, {\"X4\": 124.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..940f03eb93a348fabf228e0356c58eae063b1c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:15:30.255569+00:00", + "ended_at": "2026-05-04T08:15:43.255684+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_794c56f03c3b483a", + "problem_id": "v2p_n6_0ed3d1899d99376c", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X4.", + "bindings": { + "measure_col": "X4", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=115" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_794c56f03c3b483a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_794c56f03c3b483a", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 183, + "total_tokens": 22968, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 155, + "estimated_total_tokens": 2849, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12954.82, + "sql_execution_elapsed_ms_total": 18.09, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_794c56f03c3b483a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0209d687e69a0ccbe0ff88f97508e66a891b3cd8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_794c56f03c3b483a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:43.230577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12954.82, "started_at": "2026-05-04T08:15:30.258143+00:00", "ended_at": "2026-05-04T08:15:43.212668+00:00", "prompt_metrics": {"chars": 8603, "bytes_utf8": 8603, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 155}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 183}, "stderr_preview": "2026-05-04T08:15:30.463633Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:32.841355Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0087cecf7eade37354a164a559f8c7aa566e648 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7a3926cdf2d7ab4b\n-- problem_id: v2p_n6_3f2822dffce68c87\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7a3926cdf2d7ab4b\\n-- problem_id: v2p_n6_3f2822dffce68c87\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -1.5780590717299579}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -1.3787234042553191}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.2207207207207207}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": 0.02727272727272727}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": -0.589041095890411}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 0.6284403669724771}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": 0.15348837209302327}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -2.1367924528301887}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -1.7922705314009661}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": -2.3217821782178216}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -2.36318407960199}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -1.271356783919598}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.17857142857142858}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.0}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": -0.3333333333333333}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -2.2119565217391304}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": -0.13125}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 1.8238993710691824}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 0.14012738853503184}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -0.7669172932330827}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 1.09375}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -3.75}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 0.9416666666666667}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -2.2358490566037736}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": 1.606060606060606}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 1.7604166666666667}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 4.155555555555556}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -1.4777777777777779}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 4.2988505747126435}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 6.25}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -5.974025974025974}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 8.066666666666666}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 5.285714285714286}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -4.029850746268656}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -0.12307692307692308}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 6.17741935483871}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 6.295081967213115}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 8.589285714285714}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 5.5}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -1.2156862745098038}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 6.6938775510204085}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 4.285714285714286}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -6.872340425531915}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": -0.9130434782608695}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -4.906976744186046}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 2.9285714285714284}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": 3.317073170731707}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -14.277777777777779}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 4.0}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 3.088235294117647}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.07}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ce4397481af5ca7c5248dc3ea9d8ed872dc1fdbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.605844+00:00", + "ended_at": "2026-05-04T08:20:39.615339+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7a3926cdf2d7ab4b", + "problem_id": "v2p_n6_3f2822dffce68c87", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=15", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 15, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_7a3926cdf2d7ab4b.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7a3926cdf2d7ab4b/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..64d967f5dd16a3f6e60494b111975d077158013e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": 1.9576271186440677}, {"X13": "-4", "support": 236, "avg_response": -0.940677966101695}, {"X13": "-3", "support": 234, "avg_response": 0.49145299145299143}, {"X13": "2", "support": 232, "avg_response": -0.4224137931034483}, {"X13": "-2", "support": 230, "avg_response": -1.4652173913043478}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f39d44b88508b0dea77dd64e0e2cc705c5bff31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7d1cdd22a03c86bf +-- problem_id: v2p_n6_56ea65538b8bd243 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4c1e1d76ba78c66c25cf6fdfb3557de0ba6a002c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7d1cdd22a03c86bf\n-- problem_id: v2p_n6_56ea65538b8bd243\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7d1cdd22a03c86bf\\n-- problem_id: v2p_n6_56ea65538b8bd243\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 1.9576271186440677}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -0.940677966101695}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": 0.49145299145299143}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.4224137931034483}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -1.4652173913043478}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -0.9111111111111111}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 1.0580357142857142}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -0.47533632286995514}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.286363636363636}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": 0.3425925925925926}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.1238095238095238}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 1.899497487437186}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": 0.010752688172043012}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 4.906976744186046}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -1.035294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -0.1488095238095238}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -1.1806451612903226}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": 1.4276315789473684}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 3.1527777777777777}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 3.4125874125874125}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 3.072992700729927}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 5.646616541353383}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 7.015748031496063}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 1.5476190476190477}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -4.889908256880734}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 1.3364485981308412}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -0.6190476190476191}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 3.1145833333333335}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": 1.4047619047619047}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -1.605263157894737}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 4.346666666666667}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -6.47887323943662}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -6.5588235294117645}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -2.5692307692307694}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": 2.421875}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -4.15625}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -0.32142857142857145}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -3.2641509433962264}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -6.959183673469388}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 0.37777777777777777}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -7.690476190476191}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 3.8974358974358974}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -7.897435897435898}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": 1.5263157894736843}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 5.1891891891891895}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -12.305555555555555}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 4.970588235294118}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.794117647058823}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 6.393939393939394}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": 3.606060606060606}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..957fcbe482d781a6545cd01b7085cc51a0c96026 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.011618+00:00", + "ended_at": "2026-05-04T08:20:40.023665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7d1cdd22a03c86bf", + "problem_id": "v2p_n6_56ea65538b8bd243", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=46", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 46, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_7d1cdd22a03c86bf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7d1cdd22a03c86bf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebf84de989b5986a51d7c12ab8adb2b01e06cab4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c74f0fba8c1097c6d765e09fabf539716e6130fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7e9746d9c162f67b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15449.09, + "sql_execution_elapsed_ms_total": 7.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_7e9746d9c162f67b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..211c33c0e18af862e83a3b62c7a9c24d0ba87927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:11.563068+00:00", + "ended_at": "2026-05-04T07:45:27.022351+00:00", + "elapsed_ms": 15449.09, + "prompt_metrics": { + "chars": 8431, + "bytes_utf8": 8431, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 669, + "bytes_utf8": 669, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 341, + "bytes_utf8": 341, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 134 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8600b7d3a23d960f4f1c09ad27ec9aec4e2dac5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0e4d4f59473e56f5053eb4d1882fd48f2465c7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-c28e-7732-aa97-3e727d1b0656"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" from TEXT to REAL so AVG is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":21888,"output_tokens":134}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84ea1daccc32a1f82dab15b9569c293cf5519cea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" from TEXT to REAL so AVG is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccb2feab8982a9e7bdd8128b434b776d496001ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:11.916197Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:15.671745Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:24.419725Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6297433c2700f4f2e99bb3ed3611f68ab0c222 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "3", "avg_measure": -0.0615}, {"y": "2", "avg_measure": -0.3505}, {"y": "1", "avg_measure": -4.851}, {"y": "0", "avg_measure": -13.868}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e1d3eb5976752b57bad3d82d195e8ef2662693d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_7e9746d9c162f67b +-- problem_id: v2p_n6_f8788735340b0b71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..648865501d4f30856cc23d5eb97bb323d57597c1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.0615}, {\"y\": \"2\", \"avg_measure\": -0.3505}, {\"y\": \"1\", \"avg_measure\": -4.851}, {\"y\": \"0\", \"avg_measure\": -13.868}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8880f2e001a893f3eb43f7cef581736fa747f3ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:45:11.563068+00:00", + "ended_at": "2026-05-04T07:45:27.064513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7e9746d9c162f67b", + "problem_id": "v2p_n6_f8788735340b0b71", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 17, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_7e9746d9c162f67b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_7e9746d9c162f67b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 134, + "total_tokens": 22863, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15449.09, + "sql_execution_elapsed_ms_total": 7.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_7e9746d9c162f67b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a508855f89538fb0b9a6fc741df8426bebe77b9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7e9746d9c162f67b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:27.047702+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15449.09, "started_at": "2026-05-04T07:45:11.563068+00:00", "ended_at": "2026-05-04T07:45:27.022351+00:00", "prompt_metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 341, "bytes_utf8": 341, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 134}, "stderr_preview": "2026-05-04T07:45:11.916197Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:15.671745Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..402dda4a4e052531fa6d4aba9de85507e51f10ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_7f1d3aa0d211a2dd\n-- problem_id: v2p_n6_7251e96541608e1c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_7f1d3aa0d211a2dd\\n-- problem_id: v2p_n6_7251e96541608e1c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": -0.8133640552995391}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": -1.5823665893271461}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 0.3967391304347826}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": -1.032967032967033}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 0.18051575931232092}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": -0.1752873563218391}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": -0.9209726443768997}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": -0.25}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": -1.9712230215827338}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": -0.26053639846743293}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": -0.5}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": -1.9216589861751152}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": -0.9583333333333334}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -0.8325358851674641}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": -1.2610837438423645}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": -1.9536423841059603}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": -2.6027397260273974}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": -1.5902777777777777}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -1.4647887323943662}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 0.2796610169491525}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -2.2626262626262625}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": -1.7261904761904763}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": -9.217948717948717}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": -0.013513513513513514}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": -3.3055555555555554}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": -2.338709677419355}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -11.370967741935484}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": 1.8}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": 1.4222222222222223}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 1.5813953488372092}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -3.883720930232558}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": -1.225}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -3.6470588235294117}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -2.272727272727273}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -3.606060606060606}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -4.9}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -7.896551724137931}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": -1.8518518518518519}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -16.44}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -2.2916666666666665}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -11.666666666666666}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 1.0434782608695652}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -0.391304347826087}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -1.0869565217391304}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": -5.304347826086956}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -12.043478260869565}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 17.90909090909091}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -7.095238095238095}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": -19.80952380952381}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -23.952380952380953}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3c25c274f5e861d1243f18011201e894d6ba4b75 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.533159+00:00", + "ended_at": "2026-05-04T08:20:39.542481+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_7f1d3aa0d211a2dd", + "problem_id": "v2p_n6_7251e96541608e1c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=9", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_7f1d3aa0d211a2dd.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_7f1d3aa0d211a2dd/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..808e84970c4b0316a22907c8c6ce81dc56540386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X7": "-1", "support": 377, "avg_response": -0.5358090185676393}, {"X7": "1", "support": 353, "avg_response": 0.8526912181303116}, {"X7": "-4", "support": 349, "avg_response": 0.11461318051575932}, {"X7": "-2", "support": 342, "avg_response": -0.9152046783625731}, {"X7": "0", "support": 310, "avg_response": 1.632258064516129}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00478ecbaa04a5603a6b4878b7c8780a7663f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_80f294d6d4b98030 +-- problem_id: v2p_n6_92d8244485286887 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1883a77a7d689bd813e1a4afa02f699db733a28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_80f294d6d4b98030\n-- problem_id: v2p_n6_92d8244485286887\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_80f294d6d4b98030\\n-- problem_id: v2p_n6_92d8244485286887\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.5358090185676393}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.8526912181303116}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": 0.11461318051575932}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -0.9152046783625731}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": 1.632258064516129}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": 1.9444444444444444}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -0.019672131147540985}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.7105263157894737}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 1.5607142857142857}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 2.4139344262295084}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 1.8481012658227849}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": 0.012658227848101266}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 5.118483412322274}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 7.675824175824176}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": 0.7486033519553073}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": 1.2914285714285714}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.871794871794871}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": 1.7410071942446044}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 1.5038167938931297}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -2.12396694214876}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": 1.2966101694915255}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": -0.36036036036036034}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -3.8043478260869565}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.120879120879121}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": 0.9883720930232558}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 4.780487804878049}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": -2.8701298701298703}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 0.38571428571428573}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -6.5285714285714285}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": 2.326923076923077}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -7.230769230769231}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -4.705882352941177}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 2.5531914893617023}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": 3.8260869565217392}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -6.128205128205129}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -7.512820512820513}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": -11.891891891891891}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 2.4444444444444446}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -2.4571428571428573}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -7.882352941176471}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": -11.6875}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 4.655172413793103}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -6.777777777777778}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -14.32}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": -12.75}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -25.375}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -11.73913043478261}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -8.909090909090908}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 20.904761904761905}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 12.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f1ceead3b4c2d7fbfbf1efacac4a2eba853a98ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.679184+00:00", + "ended_at": "2026-05-04T08:20:39.689516+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_80f294d6d4b98030", + "problem_id": "v2p_n6_92d8244485286887", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=21", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 21, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_80f294d6d4b98030.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_80f294d6d4b98030/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05299e9a6e5859eb0d4a439d6160ae33577dcd57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8536, "bytes_utf8": 8536, "lines": 304, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d75a3e9399cb01ccb625210baace76f52cf80b57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_82ee6fe2d90c1b4b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13577.4, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_82ee6fe2d90c1b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..4524ee1e66872e50fb6e122e85175f427f65cefc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:16.482235+00:00", + "ended_at": "2026-05-04T08:01:30.059432+00:00", + "elapsed_ms": 13577.4, + "prompt_metrics": { + "chars": 8536, + "bytes_utf8": 8536, + "lines": 304, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 657, + "bytes_utf8": 657, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13213 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 338, + "bytes_utf8": 338, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 110 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..34ce1d0e21f1227946757524aa0978177fa5234b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X5.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d456fee80c07021467093512686fd87f7e9bc27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-8852-7a31-8ece-ab0adb7f5dfb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) BETWEEN -7.0 AND 6.0;\",\"notes\":\"Used the provided template with measure_col=\\\"X5\\\" and band_col=\\\"X5\\\". CAST to REAL is required because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..147c62aba8f119a3a9334f46384efbbafea81bfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) BETWEEN -7.0 AND 6.0;","notes":"Used the provided template with measure_col=\"X5\" and band_col=\"X5\". CAST to REAL is required because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cc00bb56ea3060d7a617199dfbca750ff9fd1f9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:20.063925Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:22.450972Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:29.221869Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e3bd5fe0a277ea159f0ee77fcc8cc9e3a5c94455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X5. +Result preview: [{"total_measure": -1917.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7d4b61a79a696121b94d586c018d811e5f6dbbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_82ee6fe2d90c1b4b +-- problem_id: v2p_n6_92deaf7044677530 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) BETWEEN -7.0 AND 6.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0e7a9627a8f082b098ba4dfc19711c9940e058b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) BETWEEN -7.0 AND 6.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) BETWEEN -7.0 AND 6.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -1917.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..23e3a5e916858cbe0244b24719a8f753ace4d445 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:01:16.478011+00:00", + "ended_at": "2026-05-04T08:01:30.088072+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_82ee6fe2d90c1b4b", + "problem_id": "v2p_n6_92deaf7044677530", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X5.", + "bindings": { + "measure_col": "X5", + "band_col": "X5", + "band_cut_1": -7.0, + "band_cut_2": 6.0, + "lower_bound": -7.0, + "upper_bound": 6.0, + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=84" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_82ee6fe2d90c1b4b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_82ee6fe2d90c1b4b", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13577.4, + "sql_execution_elapsed_ms_total": 2.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_82ee6fe2d90c1b4b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..81685373e32a6a0f385172f7b8a1c965178ba59b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82ee6fe2d90c1b4b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:30.078241+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13577.4, "started_at": "2026-05-04T08:01:16.482235+00:00", "ended_at": "2026-05-04T08:01:30.059432+00:00", "prompt_metrics": {"chars": 8536, "bytes_utf8": 8536, "lines": 304, "estimated_tokens": 2682}, "response_metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:01:20.063925Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:22.450972Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc0d2b3eb865728088a670d581bf2348dbce1171 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-2c86-7303-a2ef-178adce3b5fe"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) BETWEEN -5.0 AND 3.0;\",\"notes\":\"Used the provided template with measure_col=\\\"X11\\\" and band_col=\\\"X11\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":110}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a982e68accbd79353876960a8b0975f29e829d29 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) BETWEEN -5.0 AND 3.0;","notes":"Used the provided template with measure_col=\"X11\" and band_col=\"X11\". CAST to REAL is needed because the SQLite schema stores numeric-looking fields as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..41eb5ae0b1acff15ff20d2f5d6fed8aadd066ef1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:07.589438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:10.009734Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:17.226309Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b2d708746778b537d29582dab064e71d313b36e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11. +Result preview: [{"total_measure": -2615.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac47a12fab8406e7290778de6c8a121936774f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_82fe81361c6da5d1 +-- problem_id: v2p_n6_bf7c070d169ec656 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71d54e644c5edcc739efb5c7a6f1b9d505fc3d8c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) BETWEEN -5.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) BETWEEN -5.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -2615.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cc041b4c718e7a7884aec3eb38aaebda8083960c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:03:07.392596+00:00", + "ended_at": "2026-05-04T08:03:18.078494+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_82fe81361c6da5d1", + "problem_id": "v2p_n6_bf7c070d169ec656", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 10, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_82fe81361c6da5d1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_82fe81361c6da5d1", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 110, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10649.97, + "sql_execution_elapsed_ms_total": 4.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_82fe81361c6da5d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..758799787be28e62c8f420618ba95b2e00029d18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_82fe81361c6da5d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:18.063545+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10649.97, "started_at": "2026-05-04T08:03:07.395857+00:00", "ended_at": "2026-05-04T08:03:18.045135+00:00", "prompt_metrics": {"chars": 8538, "bytes_utf8": 8538, "lines": 304, "estimated_tokens": 2682}, "response_metrics": {"chars": 340, "bytes_utf8": 340, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 110}, "stderr_preview": "2026-05-04T08:03:07.589438Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:10.009734Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b4d2fefbcaf2c5d9bfd331516473c7273ecf412 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_84a53881fb1f2964\n-- problem_id: v2p_n6_59871fd5ed935d2d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_84a53881fb1f2964\\n-- problem_id: v2p_n6_59871fd5ed935d2d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": 0.7720090293453724}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 1.668257756563246}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": 0.7291139240506329}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": 0.7142857142857143}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 1.925}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 0.5335195530726257}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": 0.7396825396825397}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": 0.5805369127516778}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 0.6851211072664359}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": 0.592436974789916}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 1.7955555555555556}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 1.4484304932735426}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 1.9758454106280192}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 0.7707317073170732}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 0.4695121951219512}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 1.8108108108108107}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": -0.3235294117647059}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": -1.146341463414634}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": -0.9591836734693877}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 0.6875}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -0.06451612903225806}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": 1.054945054945055}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -5.3076923076923075}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": 0.04938271604938271}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": -1.5066666666666666}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 1.7567567567567568}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": -1.7887323943661972}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 4.777777777777778}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 4.428571428571429}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -2.1551724137931036}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": -3.8679245283018866}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -6.5777777777777775}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -3.5952380952380953}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -8.925}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": -9.135135135135135}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -7.5}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -2.8181818181818183}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 4.0}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -22.28125}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -15.612903225806452}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": 0.2}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": -2.7666666666666666}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -25.821428571428573}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": 2.962962962962963}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 3.0}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": -2.9130434782608696}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -11.772727272727273}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -0.8571428571428571}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": 4.65}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -30.210526315789473}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.41}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..16b38798a9c356ff3ddaffed04abb4af06892b4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.740306+00:00", + "ended_at": "2026-05-04T08:20:39.750681+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_84a53881fb1f2964", + "problem_id": "v2p_n6_59871fd5ed935d2d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=26", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 26, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_84a53881fb1f2964.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_84a53881fb1f2964/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c722331180a5cf335e860da74356d95c7278140c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X3": "-1", "support": 434, "avg_response": 1.4608294930875576}, {"X3": "-2", "support": 431, "avg_response": 0.9767981438515081}, {"X3": "1", "support": 368, "avg_response": 1.9483695652173914}, {"X3": "-3", "support": 364, "avg_response": 1.0054945054945055}, {"X3": "2", "support": 349, "avg_response": 3.0830945558739256}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..649a54e2c31e55aa4d9c607d3999ffd90139a952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_852a9e5176eafadc +-- problem_id: v2p_n6_647929305b0bd2e2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6202a0ad794ebd684c5cd2742e9d1c5520ff19a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_852a9e5176eafadc\n-- problem_id: v2p_n6_647929305b0bd2e2\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X3\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X3\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_852a9e5176eafadc\\n-- problem_id: v2p_n6_647929305b0bd2e2\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X3\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X3\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X3\", \"support\", \"avg_response\"], \"rows\": [{\"X3\": \"-1\", \"support\": 434, \"avg_response\": 1.4608294930875576}, {\"X3\": \"-2\", \"support\": 431, \"avg_response\": 0.9767981438515081}, {\"X3\": \"1\", \"support\": 368, \"avg_response\": 1.9483695652173914}, {\"X3\": \"-3\", \"support\": 364, \"avg_response\": 1.0054945054945055}, {\"X3\": \"2\", \"support\": 349, \"avg_response\": 3.0830945558739256}, {\"X3\": \"3\", \"support\": 348, \"avg_response\": 3.5488505747126435}, {\"X3\": \"-4\", \"support\": 329, \"avg_response\": 0.46808510638297873}, {\"X3\": \"0\", \"support\": 316, \"avg_response\": 1.6772151898734178}, {\"X3\": \"-5\", \"support\": 278, \"avg_response\": 1.7194244604316546}, {\"X3\": \"5\", \"support\": 261, \"avg_response\": 4.2298850574712645}, {\"X3\": \"4\", \"support\": 248, \"avg_response\": 2.568548387096774}, {\"X3\": \"6\", \"support\": 217, \"avg_response\": 3.4377880184331797}, {\"X3\": \"-6\", \"support\": 216, \"avg_response\": 2.7083333333333335}, {\"X3\": \"-7\", \"support\": 209, \"avg_response\": -1.1578947368421053}, {\"X3\": \"7\", \"support\": 203, \"avg_response\": 1.5566502463054188}, {\"X3\": \"8\", \"support\": 151, \"avg_response\": 2.7682119205298013}, {\"X3\": \"-8\", \"support\": 146, \"avg_response\": 0.4589041095890411}, {\"X3\": \"-10\", \"support\": 144, \"avg_response\": 3.5902777777777777}, {\"X3\": \"-9\", \"support\": 142, \"avg_response\": -2.3732394366197185}, {\"X3\": \"9\", \"support\": 118, \"avg_response\": 4.1525423728813555}, {\"X3\": \"-11\", \"support\": 99, \"avg_response\": -0.6161616161616161}, {\"X3\": \"10\", \"support\": 84, \"avg_response\": 3.011904761904762}, {\"X3\": \"-12\", \"support\": 78, \"avg_response\": 5.576923076923077}, {\"X3\": \"11\", \"support\": 74, \"avg_response\": 3.8783783783783785}, {\"X3\": \"16\", \"support\": 72, \"avg_response\": 9.791666666666666}, {\"X3\": \"14\", \"support\": 62, \"avg_response\": 5.338709677419355}, {\"X3\": \"-13\", \"support\": 62, \"avg_response\": -0.5}, {\"X3\": \"12\", \"support\": 50, \"avg_response\": -0.96}, {\"X3\": \"13\", \"support\": 45, \"avg_response\": -5.355555555555555}, {\"X3\": \"15\", \"support\": 43, \"avg_response\": 0.023255813953488372}, {\"X3\": \"-14\", \"support\": 43, \"avg_response\": -12.348837209302326}, {\"X3\": \"17\", \"support\": 40, \"avg_response\": 6.6}, {\"X3\": \"-16\", \"support\": 34, \"avg_response\": -5.264705882352941}, {\"X3\": \"-18\", \"support\": 33, \"avg_response\": -9.030303030303031}, {\"X3\": \"-15\", \"support\": 33, \"avg_response\": -17.12121212121212}, {\"X3\": \"-17\", \"support\": 30, \"avg_response\": -7.233333333333333}, {\"X3\": \"-19\", \"support\": 29, \"avg_response\": -10.724137931034482}, {\"X3\": \"20\", \"support\": 27, \"avg_response\": 15.555555555555555}, {\"X3\": \"-27\", \"support\": 25, \"avg_response\": -15.6}, {\"X3\": \"-25\", \"support\": 24, \"avg_response\": -9.916666666666666}, {\"X3\": \"-26\", \"support\": 24, \"avg_response\": -11.541666666666666}, {\"X3\": \"18\", \"support\": 23, \"avg_response\": 14.826086956521738}, {\"X3\": \"19\", \"support\": 23, \"avg_response\": 6.608695652173913}, {\"X3\": \"-20\", \"support\": 23, \"avg_response\": -6.217391304347826}, {\"X3\": \"-21\", \"support\": 23, \"avg_response\": -6.782608695652174}, {\"X3\": \"-24\", \"support\": 23, \"avg_response\": -19.26086956521739}, {\"X3\": \"27\", \"support\": 22, \"avg_response\": 10.636363636363637}, {\"X3\": \"-28\", \"support\": 21, \"avg_response\": 2.9047619047619047}, {\"X3\": \"-23\", \"support\": 21, \"avg_response\": -10.80952380952381}, {\"X3\": \"-35\", \"support\": 21, \"avg_response\": -24.333333333333332}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e4f4912832697b19f583b4050896ff05d38c8c30 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.508879+00:00", + "ended_at": "2026-05-04T08:20:39.518471+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_852a9e5176eafadc", + "problem_id": "v2p_n6_647929305b0bd2e2", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X3.", + "bindings": { + "key_col": "X3", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=7", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_852a9e5176eafadc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_852a9e5176eafadc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9044849584a4b62540b14c6a727c31094c6dc697 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..02752acf88050fc2699c19b7645fd38ed1356f6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_85efc93bcd2697c7", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 161, + "total_tokens": 23031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11863.21, + "sql_execution_elapsed_ms_total": 6.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_85efc93bcd2697c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9c5ce165bdf7273dbc1dd4c8c644676190c55bd0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:56:35.852951+00:00", + "ended_at": "2026-05-04T07:56:47.715049+00:00", + "elapsed_ms": 11863.21, + "prompt_metrics": { + "chars": 8873, + "bytes_utf8": 8873, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 859, + "bytes_utf8": 859, + "lines": 4, + "estimated_tokens": 259 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13156 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 530, + "bytes_utf8": 530, + "lines": 1, + "estimated_tokens": 145 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 161 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..76f29e258c37db85c6eef383a121e8f40c77d6f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a620d7774dfc9743861fcb4dce6687c3b1b64309 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-32ff-72a2-b99f-9eaa3e5f0dcf"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided template with \\\"X15\\\" bound as both the band and measure column. Casted \\\"X15\\\" from TEXT to REAL for correct numeric comparison and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":19840,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..67e51a7a209cb5e39e1eac45c3b37800b613771e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the provided template with \"X15\" bound as both the band and measure column. Casted \"X15\" from TEXT to REAL for correct numeric comparison and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c8cca048ed5124a7e580734b2dc1b15aae24165 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:36.207725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:38.489888Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:46.792256Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4760bf64973157d88c3a7e0a0a0e9726394dd9ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15. +Result preview: [{"band_bucket": "high", "avg_measure": 21.153260869565216}, {"band_bucket": "mid", "avg_measure": -1.8795811518324608}, {"band_bucket": "low", "avg_measure": -34.372564302416215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a4e6846a1b98117b25dfed3d9c563a949fdffad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_85efc93bcd2697c7 +-- problem_id: v2p_n6_2f5d4806fbed88a1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..65387ad5ae581ddc6d91db4b372ca4f934461105 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.153260869565216}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.8795811518324608}, {\"band_bucket\": \"low\", \"avg_measure\": -34.372564302416215}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1baf36d31993bf5865a0e1e211a031cfc9f2fa8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:56:35.850672+00:00", + "ended_at": "2026-05-04T07:56:47.752195+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_85efc93bcd2697c7", + "problem_id": "v2p_n6_2f5d4806fbed88a1", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_85efc93bcd2697c7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_85efc93bcd2697c7", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 161, + "total_tokens": 23031, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 145, + "estimated_total_tokens": 2924, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11863.21, + "sql_execution_elapsed_ms_total": 6.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_85efc93bcd2697c7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7f2e6bf319761e961fb39f26892ff6efb5fee2d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_85efc93bcd2697c7/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:47.733583+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11863.21, "started_at": "2026-05-04T07:56:35.852951+00:00", "ended_at": "2026-05-04T07:56:47.715049+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 530, "bytes_utf8": 530, "lines": 1, "estimated_tokens": 145}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:56:36.207725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:38.489888Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e103a33f67da0576453de149f1353aa234271d1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-f882-7b10-bdcd-46a7a1ddad38"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the planned template exactly, using \\\"X15\\\" for both band_col and measure_col, with SQLite-compatible CAST to REAL because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":19840,"output_tokens":166}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..15ec27a23d51e4cfba7f894710ff7327b49805d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the planned template exactly, using \"X15\" for both band_col and measure_col, with SQLite-compatible CAST to REAL because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..52765b170e2feed5608e1b4ab9667b5c10feed3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:21.060024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:23.484881Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:34.748238Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..053b3882f549af5ec59c93a633e619c122a9d039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15. +Result preview: [{"band_bucket": "high", "avg_measure": 21.153260869565216}, {"band_bucket": "mid", "avg_measure": -1.8795811518324608}, {"band_bucket": "low", "avg_measure": -34.372564302416215}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f3f22d48333fb9b1e966c16ebec354945f9081d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_86647e4610dfdeb1 +-- problem_id: v2p_n6_8a08b1cf1e4b08a4 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X15" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f477ca71d9476977913f02fc656c422b3aca0f64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X15\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X15\" AS REAL) < 3.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X15\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X15\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X15\\\" AS REAL) < 3.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X15\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 21.153260869565216}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.8795811518324608}, {\"band_bucket\": \"low\", \"avg_measure\": -34.372564302416215}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.31}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f436ba446015c422d9b1396fb99c1b4440d6730e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:56:20.875844+00:00", + "ended_at": "2026-05-04T07:56:35.841335+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_86647e4610dfdeb1", + "problem_id": "v2p_n6_8a08b1cf1e4b08a4", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X15.", + "bindings": { + "measure_col": "X15", + "band_col": "X15", + "band_cut_1": -6.0, + "band_cut_2": 3.0, + "lower_bound": -6.0, + "upper_bound": 3.0, + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=62" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_86647e4610dfdeb1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_86647e4610dfdeb1", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 19840, + "output_tokens": 166, + "total_tokens": 23035, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 150, + "estimated_total_tokens": 2928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14902.73, + "sql_execution_elapsed_ms_total": 6.31, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_86647e4610dfdeb1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b52ff230b38e3c708f459db93c027d1be6c0ae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_86647e4610dfdeb1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:35.808804+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14902.73, "started_at": "2026-05-04T07:56:20.878291+00:00", "ended_at": "2026-05-04T07:56:35.780677+00:00", "prompt_metrics": {"chars": 8873, "bytes_utf8": 8873, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 555, "bytes_utf8": 555, "lines": 1, "estimated_tokens": 150}, "usage": {"input_tokens": 22869, "cached_input_tokens": 19840, "output_tokens": 166}, "stderr_preview": "2026-05-04T07:56:21.060024Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:23.484881Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0607f533acc55ca0dd37517c435671ff2bbcc733 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-69a1-7d50-b291-a2447eda5c3f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X4\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X4\\\", predicate_col=\\\"X1\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=11. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":152}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ea7c2a6c2f812873ccfb3631179854fa95f8fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X4\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X4\", predicate_col=\"X1\", predicate_op=\">=\", predicate_value=8.0, and top_k=11. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..234fc46dda8e348a3c58b3e06a1ef56dbf262273 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:27.885150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:30.400068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:38.127425Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..350c961535232e9f6d5c76c2c343cd932de7c725 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "total_measure": 16921.0}, {"y": "2", "total_measure": 586.0}, {"y": "3", "total_measure": -629.0}, {"y": "1", "total_measure": -5236.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d602848b2ff45743496129240e7d9816acd7120b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_8a5766b256cd096a +-- problem_id: v2p_n6_857cd52fc4c5325d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X4" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1a1fae42f2c0646b3637a58db0085cfd8857a922 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X4\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X1\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X4\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X1\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 16921.0}, {\"y\": \"2\", \"total_measure\": 586.0}, {\"y\": \"3\", \"total_measure\": -629.0}, {\"y\": \"1\", \"total_measure\": -5236.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.13}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4f5be1f4e2825cc71982aaab022998ecff06085a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:52:27.677005+00:00", + "ended_at": "2026-05-04T07:52:39.254006+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8a5766b256cd096a", + "problem_id": "v2p_n6_857cd52fc4c5325d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X1", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8a5766b256cd096a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8a5766b256cd096a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11539.74, + "sql_execution_elapsed_ms_total": 3.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_8a5766b256cd096a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e1859a7e124abdf505ee87964ad8db5051bec6c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:39.242964+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11539.74, "started_at": "2026-05-04T07:52:27.679700+00:00", "ended_at": "2026-05-04T07:52:39.219435+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 491, "bytes_utf8": 491, "lines": 1, "estimated_tokens": 136}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 152}, "stderr_preview": "2026-05-04T07:52:27.885150Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:30.400068Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X4\\\", predicate_col=\\\"X1\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=11. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..75f9654de521ad410beeb2a980f26b26f082f27a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8a5766b256cd096a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8a5766b256cd096a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 152, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 136, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11539.74, + "sql_execution_elapsed_ms_total": 3.13, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_8a5766b256cd096a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9f76a7d0297d4b1cf53c1c90ff1e8cd75d9570e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X8": "-1", "support": 443, "avg_response": 0.7020316027088036}, {"X8": "1", "support": 419, "avg_response": 1.5823389021479715}, {"X8": "2", "support": 395, "avg_response": 1.4734177215189874}, {"X8": "-2", "support": 378, "avg_response": 1.9206349206349207}, {"X8": "-3", "support": 360, "avg_response": 3.0388888888888888}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea75141159855fdf4fec5b971c78b3d308e92ea0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8adc8a01cc3cfac6 +-- problem_id: v2p_n6_e518e54523bdf921 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7211ebad32705872f4827ea50d82df4ccaff4668 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8adc8a01cc3cfac6\n-- problem_id: v2p_n6_e518e54523bdf921\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X8\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X8\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8adc8a01cc3cfac6\\n-- problem_id: v2p_n6_e518e54523bdf921\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X8\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X8\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X8\", \"support\", \"avg_response\"], \"rows\": [{\"X8\": \"-1\", \"support\": 443, \"avg_response\": 0.7020316027088036}, {\"X8\": \"1\", \"support\": 419, \"avg_response\": 1.5823389021479715}, {\"X8\": \"2\", \"support\": 395, \"avg_response\": 1.4734177215189874}, {\"X8\": \"-2\", \"support\": 378, \"avg_response\": 1.9206349206349207}, {\"X8\": \"-3\", \"support\": 360, \"avg_response\": 3.0388888888888888}, {\"X8\": \"3\", \"support\": 358, \"avg_response\": 2.5614525139664805}, {\"X8\": \"0\", \"support\": 315, \"avg_response\": 0.9650793650793651}, {\"X8\": \"-4\", \"support\": 298, \"avg_response\": 3.097315436241611}, {\"X8\": \"4\", \"support\": 289, \"avg_response\": 3.4290657439446366}, {\"X8\": \"-5\", \"support\": 238, \"avg_response\": 2.222689075630252}, {\"X8\": \"5\", \"support\": 225, \"avg_response\": 3.551111111111111}, {\"X8\": \"-6\", \"support\": 223, \"avg_response\": 2.5426008968609866}, {\"X8\": \"-7\", \"support\": 207, \"avg_response\": 2.927536231884058}, {\"X8\": \"6\", \"support\": 205, \"avg_response\": 1.7658536585365854}, {\"X8\": \"7\", \"support\": 164, \"avg_response\": 4.097560975609756}, {\"X8\": \"-8\", \"support\": 148, \"avg_response\": 4.054054054054054}, {\"X8\": \"-9\", \"support\": 136, \"avg_response\": 1.0735294117647058}, {\"X8\": \"8\", \"support\": 123, \"avg_response\": 1.2926829268292683}, {\"X8\": \"-10\", \"support\": 98, \"avg_response\": 2.816326530612245}, {\"X8\": \"-11\", \"support\": 96, \"avg_response\": 4.635416666666667}, {\"X8\": \"11\", \"support\": 93, \"avg_response\": -1.3763440860215055}, {\"X8\": \"9\", \"support\": 91, \"avg_response\": -1.5274725274725274}, {\"X8\": \"10\", \"support\": 91, \"avg_response\": -4.406593406593407}, {\"X8\": \"12\", \"support\": 81, \"avg_response\": -1.5925925925925926}, {\"X8\": \"-14\", \"support\": 75, \"avg_response\": 1.7333333333333334}, {\"X8\": \"-13\", \"support\": 74, \"avg_response\": 1.0}, {\"X8\": \"-12\", \"support\": 71, \"avg_response\": 1.4929577464788732}, {\"X8\": \"-16\", \"support\": 63, \"avg_response\": 2.8412698412698414}, {\"X8\": \"13\", \"support\": 63, \"avg_response\": 0.14285714285714285}, {\"X8\": \"14\", \"support\": 58, \"avg_response\": -1.8103448275862069}, {\"X8\": \"-17\", \"support\": 53, \"avg_response\": 0.8490566037735849}, {\"X8\": \"-15\", \"support\": 45, \"avg_response\": -10.488888888888889}, {\"X8\": \"16\", \"support\": 42, \"avg_response\": -3.9285714285714284}, {\"X8\": \"15\", \"support\": 40, \"avg_response\": -6.325}, {\"X8\": \"-18\", \"support\": 37, \"avg_response\": 2.3783783783783785}, {\"X8\": \"-19\", \"support\": 34, \"avg_response\": -0.2647058823529412}, {\"X8\": \"17\", \"support\": 33, \"avg_response\": -4.121212121212121}, {\"X8\": \"-23\", \"support\": 32, \"avg_response\": 2.71875}, {\"X8\": \"-22\", \"support\": 32, \"avg_response\": -20.90625}, {\"X8\": \"20\", \"support\": 31, \"avg_response\": -19.032258064516128}, {\"X8\": \"-21\", \"support\": 30, \"avg_response\": 5.533333333333333}, {\"X8\": \"-25\", \"support\": 30, \"avg_response\": 0.16666666666666666}, {\"X8\": \"-20\", \"support\": 28, \"avg_response\": -21.5}, {\"X8\": \"23\", \"support\": 27, \"avg_response\": 10.148148148148149}, {\"X8\": \"21\", \"support\": 23, \"avg_response\": 1.2173913043478262}, {\"X8\": \"22\", \"support\": 23, \"avg_response\": 0.0}, {\"X8\": \"18\", \"support\": 22, \"avg_response\": -11.5}, {\"X8\": \"-24\", \"support\": 21, \"avg_response\": -5.904761904761905}, {\"X8\": \"19\", \"support\": 20, \"avg_response\": -0.8}, {\"X8\": \"-36\", \"support\": 19, \"avg_response\": -26.894736842105264}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..32ae6869463cc827ee03a9fb30c95cff5bbde6ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.727332+00:00", + "ended_at": "2026-05-04T08:20:39.738206+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8adc8a01cc3cfac6", + "problem_id": "v2p_n6_e518e54523bdf921", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X8.", + "bindings": { + "key_col": "X8", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=25", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 25, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8adc8a01cc3cfac6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8adc8a01cc3cfac6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecd662c0143327d42e40ceee8a5106335306777c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X12": "-1", "support": 311, "avg_response": -0.10289389067524116}, {"X12": "-3", "support": 285, "avg_response": 0.8035087719298246}, {"X12": "2", "support": 275, "avg_response": -1.6836363636363636}, {"X12": "-2", "support": 266, "avg_response": 0.18421052631578946}, {"X12": "1", "support": 265, "avg_response": -0.7849056603773585}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb45cb6bbe1ee3b370c4d220c00fad6471902b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8b4c60115b137e1d +-- problem_id: v2p_n6_87c0d19edefe8542 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2bca5694009d693df8074115e393523de6967c5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8b4c60115b137e1d\n-- problem_id: v2p_n6_87c0d19edefe8542\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X12\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X12\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8b4c60115b137e1d\\n-- problem_id: v2p_n6_87c0d19edefe8542\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X12\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X12\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X12\", \"support\", \"avg_response\"], \"rows\": [{\"X12\": \"-1\", \"support\": 311, \"avg_response\": -0.10289389067524116}, {\"X12\": \"-3\", \"support\": 285, \"avg_response\": 0.8035087719298246}, {\"X12\": \"2\", \"support\": 275, \"avg_response\": -1.6836363636363636}, {\"X12\": \"-2\", \"support\": 266, \"avg_response\": 0.18421052631578946}, {\"X12\": \"1\", \"support\": 265, \"avg_response\": -0.7849056603773585}, {\"X12\": \"4\", \"support\": 258, \"avg_response\": 1.821705426356589}, {\"X12\": \"-4\", \"support\": 244, \"avg_response\": -0.19262295081967212}, {\"X12\": \"-6\", \"support\": 229, \"avg_response\": 1.4890829694323144}, {\"X12\": \"3\", \"support\": 227, \"avg_response\": 1.1101321585903083}, {\"X12\": \"0\", \"support\": 217, \"avg_response\": 1.7096774193548387}, {\"X12\": \"-5\", \"support\": 215, \"avg_response\": -1.0790697674418606}, {\"X12\": \"6\", \"support\": 208, \"avg_response\": -0.2403846153846154}, {\"X12\": \"5\", \"support\": 207, \"avg_response\": -0.3188405797101449}, {\"X12\": \"-8\", \"support\": 195, \"avg_response\": -0.28717948717948716}, {\"X12\": \"-7\", \"support\": 191, \"avg_response\": 0.2617801047120419}, {\"X12\": \"7\", \"support\": 171, \"avg_response\": 1.9298245614035088}, {\"X12\": \"-9\", \"support\": 161, \"avg_response\": 1.8881987577639752}, {\"X12\": \"8\", \"support\": 161, \"avg_response\": 0.782608695652174}, {\"X12\": \"9\", \"support\": 145, \"avg_response\": -0.6551724137931034}, {\"X12\": \"-11\", \"support\": 135, \"avg_response\": -0.17777777777777778}, {\"X12\": \"-10\", \"support\": 119, \"avg_response\": 1.9831932773109244}, {\"X12\": \"10\", \"support\": 115, \"avg_response\": 2.626086956521739}, {\"X12\": \"-12\", \"support\": 99, \"avg_response\": -1.3131313131313131}, {\"X12\": \"-13\", \"support\": 96, \"avg_response\": 0.10416666666666667}, {\"X12\": \"11\", \"support\": 93, \"avg_response\": -0.34408602150537637}, {\"X12\": \"13\", \"support\": 92, \"avg_response\": -5.25}, {\"X12\": \"12\", \"support\": 81, \"avg_response\": 0.7037037037037037}, {\"X12\": \"-14\", \"support\": 81, \"avg_response\": 0.35802469135802467}, {\"X12\": \"-16\", \"support\": 80, \"avg_response\": 0.3375}, {\"X12\": \"-17\", \"support\": 64, \"avg_response\": 3.734375}, {\"X12\": \"16\", \"support\": 62, \"avg_response\": -0.532258064516129}, {\"X12\": \"14\", \"support\": 61, \"avg_response\": -5.377049180327869}, {\"X12\": \"-20\", \"support\": 60, \"avg_response\": -12.883333333333333}, {\"X12\": \"17\", \"support\": 57, \"avg_response\": -0.10526315789473684}, {\"X12\": \"-15\", \"support\": 56, \"avg_response\": -2.5714285714285716}, {\"X12\": \"-18\", \"support\": 51, \"avg_response\": 3.5098039215686274}, {\"X12\": \"-19\", \"support\": 51, \"avg_response\": -3.235294117647059}, {\"X12\": \"-22\", \"support\": 45, \"avg_response\": 5.444444444444445}, {\"X12\": \"-23\", \"support\": 43, \"avg_response\": 0.2558139534883721}, {\"X12\": \"19\", \"support\": 43, \"avg_response\": -1.441860465116279}, {\"X12\": \"-25\", \"support\": 41, \"avg_response\": -2.097560975609756}, {\"X12\": \"15\", \"support\": 40, \"avg_response\": -2.975}, {\"X12\": \"-21\", \"support\": 39, \"avg_response\": -2.4615384615384617}, {\"X12\": \"-24\", \"support\": 39, \"avg_response\": -4.461538461538462}, {\"X12\": \"20\", \"support\": 39, \"avg_response\": -6.282051282051282}, {\"X12\": \"22\", \"support\": 36, \"avg_response\": 0.08333333333333333}, {\"X12\": \"18\", \"support\": 35, \"avg_response\": -3.914285714285714}, {\"X12\": \"21\", \"support\": 35, \"avg_response\": -6.4}, {\"X12\": \"-26\", \"support\": 35, \"avg_response\": -12.942857142857143}, {\"X12\": \"-30\", \"support\": 31, \"avg_response\": 7.548387096774194}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..3e89d051869fca0ace146ec264a7793048144161 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.956824+00:00", + "ended_at": "2026-05-04T08:20:39.967136+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8b4c60115b137e1d", + "problem_id": "v2p_n6_87c0d19edefe8542", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X12.", + "bindings": { + "key_col": "X12", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=42", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 42, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8b4c60115b137e1d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8b4c60115b137e1d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9376c7cd7946f6bcba958fa1d653abaa3640e09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -2.037142857142857}, {"X9": "-2", "support": 341, "avg_response": -1.4398826979472141}, {"X9": "1", "support": 299, "avg_response": -0.705685618729097}, {"X9": "2", "support": 299, "avg_response": -1.0735785953177257}, {"X9": "0", "support": 288, "avg_response": 0.2013888888888889}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9679b886bf6650641205d1d9a0e689eda1d75e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8dbd215be76acab5 +-- problem_id: v2p_n6_b2f5d3b7e0bf8555 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21e910095364920d22b3500ee3efdc1816395af8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8dbd215be76acab5\n-- problem_id: v2p_n6_b2f5d3b7e0bf8555\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8dbd215be76acab5\\n-- problem_id: v2p_n6_b2f5d3b7e0bf8555\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -2.037142857142857}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -1.4398826979472141}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -0.705685618729097}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -1.0735785953177257}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.2013888888888889}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.08118081180811808}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": -0.9446494464944649}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.590909090909091}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": -0.5817490494296578}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 0.25287356321839083}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.0826771653543308}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -0.6057692307692307}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": -1.7628865979381443}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": -0.0903954802259887}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -0.6578947368421053}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": -0.7162162162162162}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 1.417808219178082}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 2.4274193548387095}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -2.3666666666666667}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -2.5833333333333335}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 1.1176470588235294}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.820754716981132}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -3.8365384615384617}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": -2.388235294117647}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 0.8571428571428571}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -7.257142857142857}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 0.5217391304347826}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": -2.4411764705882355}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 1.121212121212121}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -1.3692307692307693}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 1.5625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -10.322033898305085}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 3.2222222222222223}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -10.471698113207546}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -0.52}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 1.6326530612244898}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -10.877551020408163}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": 0.6521739130434783}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -1.0869565217391304}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -5.326086956521739}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -0.9772727272727273}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": 0.5945945945945946}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 9.714285714285714}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -6.029411764705882}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 2.65625}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -1.9333333333333333}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": -0.4827586206896552}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -15.962962962962964}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 13.923076923076923}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -7.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54c85d2e30e3a4ec96c34ed25f9f4e02e0b0b4ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.802832+00:00", + "ended_at": "2026-05-04T08:20:39.812857+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8dbd215be76acab5", + "problem_id": "v2p_n6_b2f5d3b7e0bf8555", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=31", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 31, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8dbd215be76acab5.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8dbd215be76acab5/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0251fe0cc036c9cf3fed38c829c5772eade0bd76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2795}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": 174}, "usage": {"input_tokens": 22886, "cached_input_tokens": 19840, "output_tokens": 201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9135ed9c1fa64b5520ada3e3826be45a676eaee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8f7e6a66da35b943", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 174, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12948.68, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_8f7e6a66da35b943\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9565b9ffeaf5c25eda05422de3fef826f8e785ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:08.183359+00:00", + "ended_at": "2026-05-04T07:59:21.132314+00:00", + "elapsed_ms": 12948.68, + "prompt_metrics": { + "chars": 9008, + "bytes_utf8": 9008, + "lines": 302, + "estimated_tokens": 2795 + }, + "stdout_metrics": { + "chars": 964, + "bytes_utf8": 964, + "lines": 4, + "estimated_tokens": 289 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 626, + "bytes_utf8": 626, + "lines": 1, + "estimated_tokens": 174 + }, + "usage": { + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 201 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..94d36006d346bc5f6e34f42b721d4e2f663a2985 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X11", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d93db39c0c178033575087ab98388137f612f1b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-8608-76a2-9bef-c173894ce7cc"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X11\\\" AS REAL) AS \\\"X11\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X11\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided template with measure_col bound to \\\"X11\\\" and predicate_col bound to \\\"X7\\\". Cast TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22886,"cached_input_tokens":19840,"output_tokens":201}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2749359015e5dd4945132e0e92244cfbccd0b029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X11\" AS REAL) AS \"X11\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X11\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X7\" AS REAL) >= 6.0\n)\nSELECT AVG(\"X11\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the provided template with measure_col bound to \"X11\" and predicate_col bound to \"X7\". Cast TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3db681a59b83e772c3ccfc94792c03c69cac73f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:08.345066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:10.837616Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:20.587887Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3d78f76629bb6030da167877b807f8e043a8a50a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X11. +Result preview: [{"median_measure": 4.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..827e63fa99fe2a31d01e88751d5427ad8d7ba0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_8f7e6a66da35b943 +-- problem_id: v2p_n6_7725fca168e05569 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X11" AS REAL) AS "X11", + ROW_NUMBER() OVER (ORDER BY CAST("X11" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X7" AS REAL) >= 6.0 +) +SELECT AVG("X11") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8097a968efa26af010c5d41514e081d8a92ebad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X11\" AS REAL) AS \"X11\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X11\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X7\" AS REAL) >= 6.0\n)\nSELECT AVG(\"X11\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X11\\\" AS REAL) AS \\\"X11\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X11\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X7\\\" AS REAL) >= 6.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 4.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.14}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a7e41686bedece724a4a5ec52bbebeb3e77d9672 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:59:08.180394+00:00", + "ended_at": "2026-05-04T07:59:21.166802+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8f7e6a66da35b943", + "problem_id": "v2p_n6_7725fca168e05569", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "predicate_col": "X7", + "predicate_op": ">=", + "predicate_value": 6.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8f7e6a66da35b943.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8f7e6a66da35b943", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 174, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12948.68, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_8f7e6a66da35b943\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..28810c05fc55766d6ce0752cc553dd81f4dcb0ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:21.151912+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12948.68, "started_at": "2026-05-04T07:59:08.183359+00:00", "ended_at": "2026-05-04T07:59:21.132314+00:00", "prompt_metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2795}, "response_metrics": {"chars": 626, "bytes_utf8": 626, "lines": 1, "estimated_tokens": 174}, "usage": {"input_tokens": 22886, "cached_input_tokens": 19840, "output_tokens": 201}, "stderr_preview": "2026-05-04T07:59:08.345066Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:10.837616Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 6.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the provided template with measure_col bound to \\\"X11\\\" and predicate_col bound to \\\"X7\\\". Cast TEXT columns to REAL for SQLite-compatible numeric ordering, filtering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a6a122e390fd115cc0d122487a7decb2e1049db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8f7e6a66da35b943/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_8f7e6a66da35b943", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 201, + "total_tokens": 23087, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 174, + "estimated_total_tokens": 2969, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12948.68, + "sql_execution_elapsed_ms_total": 7.14, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_8f7e6a66da35b943\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e76a6412cdb85639424b9120d9a5757baac4529e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X11": "1", "support": 415, "avg_response": 1.2120481927710844}, {"X11": "-1", "support": 410, "avg_response": 0.8170731707317073}, {"X11": "-2", "support": 399, "avg_response": -0.3057644110275689}, {"X11": "2", "support": 360, "avg_response": 0.5194444444444445}, {"X11": "-3", "support": 337, "avg_response": -1.28486646884273}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50d600a3963b64a9c34b74a42847e248c5d0cec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8fe1063d731b281c +-- problem_id: v2p_n6_7e15f743670473b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..52101b32023e4c2a4757c7b79f4a42cca57150c3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_8fe1063d731b281c\n-- problem_id: v2p_n6_7e15f743670473b3\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_8fe1063d731b281c\\n-- problem_id: v2p_n6_7e15f743670473b3\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 1.2120481927710844}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": 0.8170731707317073}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -0.3057644110275689}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.5194444444444445}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -1.28486646884273}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": 0.8549382716049383}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 2.222591362126246}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 0.04794520547945205}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -0.6185567010309279}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -1.0748031496062993}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 1.6945606694560669}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -2.32}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 1.4390243902439024}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 5.784810126582278}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -3.054054054054054}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 5.275862068965517}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -2.5294117647058822}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": 0.9459459459459459}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -5.657657657657658}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -5.546296296296297}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -5.637254901960785}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -4.451612903225806}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 5.4}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 1.794871794871795}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": -0.9264705882352942}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": 0.7258064516129032}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 8.413793103448276}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -4.280701754385965}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 11.25531914893617}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 2.953488372093023}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -3.325}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -4.15}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -3.8378378378378377}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -4.675675675675675}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 11.25}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": 1.3055555555555556}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -3.8055555555555554}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -2.911764705882353}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -8.0}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -1.967741935483871}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 3.310344827586207}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": 0.13793103448275862}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -1.5172413793103448}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -9.517241379310345}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -0.4074074074074074}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -12.76923076923077}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -16.846153846153847}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -17.52}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -20.24}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -15.181818181818182}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.24}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..243417216a0251b2dc7bb3349fc133ed5f6939fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.899259+00:00", + "ended_at": "2026-05-04T08:20:39.910007+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_8fe1063d731b281c", + "problem_id": "v2p_n6_7e15f743670473b3", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=38", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 38, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_8fe1063d731b281c.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_8fe1063d731b281c/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..028f2c18e0be4b619e5a2c4040a647aaf0d58d0b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X14": "-1", "support": 286, "avg_response": 2.2587412587412588}, {"X14": "-2", "support": 280, "avg_response": 2.125}, {"X14": "-4", "support": 270, "avg_response": 0.5296296296296297}, {"X14": "2", "support": 267, "avg_response": 0.30711610486891383}, {"X14": "-3", "support": 267, "avg_response": 0.0149812734082397}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2514212b64662744f6e149ac2b8a834f1627c44d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_928c272025a241b7 +-- problem_id: v2p_n6_79eea3158e8b64f9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccadc5ce49551540adb0dc2e37cf80817ade33ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_928c272025a241b7\n-- problem_id: v2p_n6_79eea3158e8b64f9\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_928c272025a241b7\\n-- problem_id: v2p_n6_79eea3158e8b64f9\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 2.2587412587412588}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": 2.125}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": 0.5296296296296297}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": 0.30711610486891383}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": 0.0149812734082397}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": 1.421875}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": 1.4173553719008265}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": 1.271186440677966}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -0.9152542372881356}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": 2.2445414847161573}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 3.1244444444444444}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": 3.2863849765258215}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 2.3896713615023475}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 2.0961538461538463}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -0.4077669902912621}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 2.239130434782609}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": 4.469945355191257}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.552325581395349}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -0.6402439024390244}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -2.4294478527607364}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 5.376623376623376}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 7.56390977443609}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": 0.5692307692307692}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -1.5625}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 7.084745762711864}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.5714285714285716}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -4.922330097087379}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 4.202702702702703}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 11.383561643835616}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -6.833333333333333}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 0.9154929577464789}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 11.216666666666667}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 7.43859649122807}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 7.928571428571429}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -15.959183673469388}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": 2.021276595744681}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -4.733333333333333}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -10.78048780487805}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 15.9}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -6.25}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -11.717948717948717}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -9.594594594594595}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": -0.08823529411764706}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -6.5}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 6.78125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 24.516129032258064}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -17.85185185185185}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": 2.3461538461538463}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -13.4}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -13.52}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c6d54a1245532680d33690d58161e3d6dc27914d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.082174+00:00", + "ended_at": "2026-05-04T08:20:40.093586+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_928c272025a241b7", + "problem_id": "v2p_n6_79eea3158e8b64f9", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=49", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 49, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_928c272025a241b7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_928c272025a241b7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ebe3a29f061ada02f0d344c6a5296a06ecf33a0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1464, "bytes_utf8": 1464, "lines": 1, "estimated_tokens": 503}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 542}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3245caa74771762ab4065cd2bdb8bd7c8a313f5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92f3ace00098b871", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 542, + "total_tokens": 23309, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 503, + "estimated_total_tokens": 3179, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.86, + "sql_execution_elapsed_ms_total": 34.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_92f3ace00098b871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf283505d41a37f57a28c8f3e56a5831f6c368d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:06:48.953813+00:00", + "ended_at": "2026-05-04T08:07:10.134280+00:00", + "elapsed_ms": 21184.86, + "prompt_metrics": { + "chars": 8596, + "bytes_utf8": 8596, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1998, + "bytes_utf8": 1998, + "lines": 4, + "estimated_tokens": 725 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13235 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1464, + "bytes_utf8": 1464, + "lines": 1, + "estimated_tokens": 503 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 542 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0044eaffc5831b5c1a14a0f7265a581e18751a4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7a52d18a8d0ac2ffaf8b81969b52570007b81088 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-8e26-7c73-a2fa-323d20608495"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X4\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X4\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1) > CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi_rn\\\",\\n (((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"percentile_pos\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n (\\\"lo_val\\\" + (\\\"hi_val\\\" - \\\"lo_val\\\") * \\\"frac\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear interpolation to approximate the 0.9 percentile of \\\"X4\\\" within each \\\"y\\\" group, matching the planned template as closely as possible.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":19840,"output_tokens":542}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd54f777643f629104559c700ffe0d0d3a7ecbff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X4\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X4\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"lo_rn\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * (\"cnt\" - 1)) + 1) > CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS \"hi_rn\",\n (((0.9 * (\"cnt\" - 1)) + 1) - CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER)) AS \"frac\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_value\" END) AS \"hi_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"percentile_pos\"\n GROUP BY \"y\"\n)\nSELECT\n \"y\",\n (\"lo_val\" + (\"hi_val\" - \"lo_val\") * \"frac\") AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses window functions plus linear interpolation to approximate the 0.9 percentile of \"X4\" within each \"y\" group, matching the planned template as closely as possible."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..332a111ddd620a9d219e8bd909df50d47a1a888f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:06:49.186563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:06:53.181724Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:09.351424Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0bec99d2270ee9b47f6257a7d50ade92cb7f4642 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 14.0}, {"y": "3", "percentile_measure": 14.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bbc919ca6252e7b0834fd40852069b4f2414a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/generated_sql.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_92f3ace00098b871 +-- problem_id: v2p_n6_5f6eb53bae3d41f3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X4" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X4" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "lo_rn", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * ("cnt" - 1)) + 1) > CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS "hi_rn", + (((0.9 * ("cnt" - 1)) + 1) - CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER)) AS "frac" + FROM "ranked" +), +"bounds" AS ( + SELECT + "y", + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_value" END) AS "hi_val", + MAX("frac") AS "frac" + FROM "percentile_pos" + GROUP BY "y" +) +SELECT + "y", + ("lo_val" + ("hi_val" - "lo_val") * "frac") AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..354bd97cc83f0d4cf7acc3aa05e2c10558c6be57 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X4\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X4\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) AS \"lo_rn\",\n CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * (\"cnt\" - 1)) + 1) > CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS \"hi_rn\",\n (((0.9 * (\"cnt\" - 1)) + 1) - CAST(((0.9 * (\"cnt\" - 1)) + 1) AS INTEGER)) AS \"frac\"\n FROM \"ranked\"\n),\n\"bounds\" AS (\n SELECT\n \"y\",\n MAX(CASE WHEN \"rn\" = \"lo_rn\" THEN \"measure_value\" END) AS \"lo_val\",\n MAX(CASE WHEN \"rn\" = \"hi_rn\" THEN \"measure_value\" END) AS \"hi_val\",\n MAX(\"frac\") AS \"frac\"\n FROM \"percentile_pos\"\n GROUP BY \"y\"\n)\nSELECT\n \"y\",\n (\"lo_val\" + (\"hi_val\" - \"lo_val\") * \"frac\") AS \"percentile_measure\"\nFROM \"bounds\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X4\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X4\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) AS \\\"lo_rn\\\",\\n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * (\\\"cnt\\\" - 1)) + 1) > CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi_rn\\\",\\n (((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"hi_val\\\",\\n MAX(\\\"frac\\\") AS \\\"frac\\\"\\n FROM \\\"percentile_pos\\\"\\n GROUP BY \\\"y\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n (\\\"lo_val\\\" + (\\\"hi_val\\\" - \\\"lo_val\\\") * \\\"frac\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"bounds\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 14.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.91}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6f1be4e64e8389170e3e18f973e878ecd9401d93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:06:48.948889+00:00", + "ended_at": "2026-05-04T08:07:10.200805+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_92f3ace00098b871", + "problem_id": "v2p_n6_5f6eb53bae3d41f3", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_92f3ace00098b871.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92f3ace00098b871", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 542, + "total_tokens": 23309, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 503, + "estimated_total_tokens": 3179, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.86, + "sql_execution_elapsed_ms_total": 34.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_92f3ace00098b871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5600c0ce85a8a487c3b9e0007c94bc777dab2155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:07:10.156822+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 21184.86, "started_at": "2026-05-04T08:06:48.953813+00:00", "ended_at": "2026-05-04T08:07:10.134280+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1464, "bytes_utf8": 1464, "lines": 1, "estimated_tokens": 503}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 542}, "stderr_preview": "2026-05-04T08:06:49.186563Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:06:53.181724Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS \\\"hi_rn\\\",\\n (((0.9 * (\\\"cnt\\\" - 1)) + 1) - CAST(((0.9 * (\\\"cnt\\\" - 1)) + 1) AS INTEGER)) AS \\\"frac\\\"\\n FROM \\\"ranked\\\"\\n),\\n\\\"bounds\\\" AS (\\n SELECT\\n \\\"y\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"lo_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"lo_val\\\",\\n MAX(CASE WHEN \\\"rn\\\" = \\\"hi_rn\\\" THEN \\\"measure_value\\\" END) AS \\\"hi_val\\\",\\n"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..03bda3e903f0cfc320cfafecdba3e6e73b72f181 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_92f3ace00098b871/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_92f3ace00098b871", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 542, + "total_tokens": 23309, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 503, + "estimated_total_tokens": 3179, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 21184.86, + "sql_execution_elapsed_ms_total": 34.91, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_92f3ace00098b871\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93a24f9cd1a23e8e508dec360866f8063c894296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8874, "bytes_utf8": 8874, "lines": 304, "estimated_tokens": 2778}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 2432, "output_tokens": 204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3d5c2a78fbd9eddb2e4c551c65218e206109a1c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_958ee8f9fad24346", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 2432, + "output_tokens": 204, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13702.17, + "sql_execution_elapsed_ms_total": 6.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_958ee8f9fad24346\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..9e72d0c2f1a0bad9cddfe93455078e082ea84643 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:55:36.757817+00:00", + "ended_at": "2026-05-04T07:55:50.459389+00:00", + "elapsed_ms": 13702.17, + "prompt_metrics": { + "chars": 8874, + "bytes_utf8": 8874, + "lines": 304, + "estimated_tokens": 2778 + }, + "stdout_metrics": { + "chars": 844, + "bytes_utf8": 844, + "lines": 4, + "estimated_tokens": 252 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13231 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 520, + "bytes_utf8": 520, + "lines": 1, + "estimated_tokens": 142 + }, + "usage": { + "input_tokens": 22869, + "cached_input_tokens": 2432, + "output_tokens": 204 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f28396751d3a1795dad0f3f7cfe42b04b88b69db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..292a6d368dfe7154cc3baaf8800c0220cd487a7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-4c2a-71c1-8011-92d058ce9835"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with both band_col and measure_col bound to \\\"X13\\\". Casts to REAL were added because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22869,"cached_input_tokens":2432,"output_tokens":204}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7e459b925e1d558b43ecacbe9fc11282e9764a65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the planned template with both band_col and measure_col bound to \"X13\". Casts to REAL were added because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b59f38e8fe833102e13a4cbbedcdbd770b762482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:36.912651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:39.262919Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:49.670511Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..aaa168869a32ba0499c4c988a181282fe7160654 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13. +Result preview: [{"band_bucket": "high", "avg_measure": 27.584659913169318}, {"band_bucket": "mid", "avg_measure": -0.5001893222264294}, {"band_bucket": "low", "avg_measure": -35.543352601156066}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..73bb845259103cec360dc201f737195a86856c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_958ee8f9fad24346 +-- problem_id: v2p_n6_adcc2c4a3ce19f54 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4b80fcb3879c2124a04b5f938d08192b47c69d97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X13\" AS REAL) < -6.0 THEN 'low'\n WHEN CAST(\"X13\" AS REAL) < 6.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X13\\\" AS REAL) < -6.0 THEN 'low'\\n WHEN CAST(\\\"X13\\\" AS REAL) < 6.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 27.584659913169318}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5001893222264294}, {\"band_bucket\": \"low\", \"avg_measure\": -35.543352601156066}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..073019519d3cad0824ea6f0891a218eef0815a62 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:55:36.754432+00:00", + "ended_at": "2026-05-04T07:55:50.493088+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_958ee8f9fad24346", + "problem_id": "v2p_n6_adcc2c4a3ce19f54", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "band_col": "X13", + "band_cut_1": -6.0, + "band_cut_2": 6.0, + "lower_bound": -6.0, + "upper_bound": 6.0, + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=60" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_958ee8f9fad24346.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_958ee8f9fad24346", + "api_calls": 0, + "input_tokens": 22869, + "cached_input_tokens": 2432, + "output_tokens": 204, + "total_tokens": 23073, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2778, + "estimated_output_tokens": 142, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13702.17, + "sql_execution_elapsed_ms_total": 6.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_958ee8f9fad24346\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5edeb81257fd1cca95a732e1d6b1e2786edfb543 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_958ee8f9fad24346/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:50.477429+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13702.17, "started_at": "2026-05-04T07:55:36.757817+00:00", "ended_at": "2026-05-04T07:55:50.459389+00:00", "prompt_metrics": {"chars": 8874, "bytes_utf8": 8874, "lines": 304, "estimated_tokens": 2778}, "response_metrics": {"chars": 520, "bytes_utf8": 520, "lines": 1, "estimated_tokens": 142}, "usage": {"input_tokens": 22869, "cached_input_tokens": 2432, "output_tokens": 204}, "stderr_preview": "2026-05-04T07:55:36.912651Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:39.262919Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1497b92bb4689f8ee9aa67730e8328fa3c27652f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_96cead97a9ce444d\n-- problem_id: v2p_n6_0ad4e9082efa1263\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_96cead97a9ce444d\\n-- problem_id: v2p_n6_0ad4e9082efa1263\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": 1.873846153846154}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": 1.8808777429467085}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -0.8639240506329114}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": 1.275974025974026}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -0.05333333333333334}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": 0.8432835820895522}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": 0.8490566037735849}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": 2.692015209125475}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": 3.1452991452991452}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -0.44782608695652176}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -0.26905829596412556}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": 1.5896226415094339}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -0.6635071090047393}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": 0.4975845410628019}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": 3.235897435897436}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": 0.8385416666666666}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": -0.23333333333333334}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": 3.9642857142857144}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": -2.4150943396226414}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": 2.74025974025974}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": -1.5075757575757576}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": -3.516949152542373}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": 5.813725490196078}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": 7.195652173913044}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": 6.3076923076923075}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": -6.211111111111111}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": -4.827586206896552}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": 3.04}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": -1.2318840579710144}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": -6.333333333333333}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 9.901639344262295}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": 7.966666666666667}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": -3.7169811320754715}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -9.132075471698114}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": 16.75}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": -1.2156862745098038}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -3.7254901960784315}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 10.191489361702128}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": -6.086956521739131}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": 13.357142857142858}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 10.642857142857142}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 8.2}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 10.567567567567568}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": -1.6388888888888888}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 3.735294117647059}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -31.129032258064516}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 14.222222222222221}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -27.28}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": 2.3181818181818183}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -2.6818181818181817}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.87}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..1ad55377df538ce5b06f0706709a744f1f424a15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.630511+00:00", + "ended_at": "2026-05-04T08:20:39.640619+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_96cead97a9ce444d", + "problem_id": "v2p_n6_0ad4e9082efa1263", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=17", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 17, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_96cead97a9ce444d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_96cead97a9ce444d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..459665066de414dfb26efefa58296712f1f786c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..737efe24c7edf824f4dfe357754307a3dab984cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98d2488010c69ed5", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13468.3, + "sql_execution_elapsed_ms_total": 2.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_98d2488010c69ed5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d68495bef3307789c0aa90fb9c86c710dbf8dab7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:52:39.259943+00:00", + "ended_at": "2026-05-04T07:52:52.728075+00:00", + "elapsed_ms": 13468.3, + "prompt_metrics": { + "chars": 8695, + "bytes_utf8": 8695, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 812, + "bytes_utf8": 812, + "lines": 4, + "estimated_tokens": 251 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 474, + "bytes_utf8": 474, + "lines": 1, + "estimated_tokens": 132 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bd0c86c1bd60e73f817b271b09bc1dde322c7da1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..04072fdb5ffd0f64f66024be69cfaec3e2dfdfba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-96d6-7792-8b1b-72097f1f986f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X4\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"y\\\", measure_col=\\\"X4\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=16. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c3e00ac3a8e64d1a1de7358136ea0673e6de83c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X4\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Used the required template with bound roles group_col=\"y\", measure_col=\"X4\", predicate_col=\"X5\", predicate_op=\">=\", predicate_value=10.0, and top_k=16. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ebce4c7fa69e656f05dd226509d81860e7128e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:39.491755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:41.936932Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:52.555061Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..29f4d1c537cc62f3c523d85b8f124d0f1c28beeb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "total_measure": 38014.0}, {"y": "3", "total_measure": 1460.0}, {"y": "2", "total_measure": 889.0}, {"y": "1", "total_measure": -2428.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..46c17297a95ce24e418a7c54c0ffed9cf616f106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_98d2488010c69ed5 +-- problem_id: v2p_n6_5354aa41b98b131c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X4" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4389d6a7e34c98c333a95dd160c3d7a1d45a30be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X4\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X4\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 38014.0}, {\"y\": \"3\", \"total_measure\": 1460.0}, {\"y\": \"2\", \"total_measure\": 889.0}, {\"y\": \"1\", \"total_measure\": -2428.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9f4f035279829b599f5e501f2440dce144f2f6d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:52:39.256224+00:00", + "ended_at": "2026-05-04T07:52:52.756365+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_98d2488010c69ed5", + "problem_id": "v2p_n6_5354aa41b98b131c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=51" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_98d2488010c69ed5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98d2488010c69ed5", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13468.3, + "sql_execution_elapsed_ms_total": 2.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_98d2488010c69ed5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fee1f70b3dd0d99f3dce270a48eb92415999fe3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:52.746194+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13468.3, "started_at": "2026-05-04T07:52:39.259943+00:00", "ended_at": "2026-05-04T07:52:52.728075+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 474, "bytes_utf8": 474, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 159}, "stderr_preview": "2026-05-04T07:52:39.491755Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:41.936932Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Used the required template with bound roles group_col=\\\"y\\\", measure_col=\\\"X4\\\", predicate_col=\\\"X5\\\", predicate_op=\\\">=\\\", predicate_value=10.0, and top_k=16. Cast numeric-text feature columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b79f2c9f8a349df5f7f0ccc606c13179ad3de3dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98d2488010c69ed5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98d2488010c69ed5", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 159, + "total_tokens": 22967, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13468.3, + "sql_execution_elapsed_ms_total": 2.82, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_98d2488010c69ed5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a520bfcbbac0be8aa9f0f2d1bbf6d0fc9426a2bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1007, "bytes_utf8": 1007, "lines": 1, "estimated_tokens": 315}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 357}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9446, "bytes_utf8": 9446, "lines": 304, "estimated_tokens": 2949}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 959, "bytes_utf8": 959, "lines": 1, "estimated_tokens": 315}, "usage": {"input_tokens": 23040, "cached_input_tokens": 21888, "output_tokens": 559}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..986fdf48676fb26a20436c2d35468c27455faac1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98fec73ab3e859e7", + "api_calls": 0, + "input_tokens": 45807, + "cached_input_tokens": 43776, + "output_tokens": 916, + "total_tokens": 46723, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5625, + "estimated_output_tokens": 630, + "estimated_total_tokens": 6255, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37311.84, + "sql_execution_elapsed_ms_total": 38.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_98fec73ab3e859e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..13fd409959829a4ab11bbe5fc8b9ea9407101386 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:40.616452+00:00", + "ended_at": "2026-05-04T08:10:55.867243+00:00", + "elapsed_ms": 15250.58, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1455, + "bytes_utf8": 1455, + "lines": 4, + "estimated_tokens": 501 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1007, + "bytes_utf8": 1007, + "lines": 1, + "estimated_tokens": 315 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 357 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..aff4614e26fbdfa536428e90b0b29e75a9ae3ae5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:55.888420+00:00", + "ended_at": "2026-05-04T08:11:17.949402+00:00", + "elapsed_ms": 22061.26, + "prompt_metrics": { + "chars": 9446, + "bytes_utf8": 9446, + "lines": 304, + "estimated_tokens": 2949 + }, + "stdout_metrics": { + "chars": 1410, + "bytes_utf8": 1410, + "lines": 4, + "estimated_tokens": 501 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13200 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 959, + "bytes_utf8": 959, + "lines": 1, + "estimated_tokens": 315 + }, + "usage": { + "input_tokens": 23040, + "cached_input_tokens": 21888, + "output_tokens": 559 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1cfbac7a4d606c70704a9bbcc972c63d1b0c4f94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1e9fb0c6d8feef4c6ef38697d05b0d1565d1574 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" r\nJOIN \"target_rank\" t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40b9f4057bf9ea9fdff65e868d46e0c80a216d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-16f2-71b0-8d85-811659f8a67a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" r\\nJOIN \\\"target_rank\\\" t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile structure with group_col=\\\"y\\\" and measure_col=\\\"X7\\\". Since SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the value at rank CEIL(0.9 * group_size) within each y group after casting \\\"X7\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":357}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23fde5503ba15060046e19a59cce60c381fcb1a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" r\nJOIN \"target_rank\" t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile structure with group_col=\"y\" and measure_col=\"X7\". Since SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the value at rank CEIL(0.9 * group_size) within each y group after casting \"X7\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..4704f32dde6f28e1e6e62d9153a30b27b90658fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-5293-72d2-a4b6-6676ea2362a7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.9 * count.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23040,"cached_input_tokens":21888,"output_tokens":559}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..bac38b0911b50d59b778c31f6b2bc7ef97389c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST(0.9 * \"cnt\" AS INTEGER) THEN CAST(0.9 * \"cnt\" AS INTEGER)\n ELSE CAST(0.9 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible CASE expression that computes the ceiling of 0.9 * count."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f069efcc91440d33f2e1fd3b9baccb5177d2c76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:40.802811Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:43.260003Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:54.954222Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9a257a4d1726612bf209cf0f98ebee4af5b964ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:56.178796Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:58.544217Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:17.170775Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ecc09bbf86ef5afa8b90228ada3f11053a879641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 15.0}, {"y": "3", "percentile_measure": 10.0}, {"y": "2", "percentile_measure": 6.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d86af195bd75d79b425ebf221b28ba5937b0fbc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_98fec73ab3e859e7 +-- problem_id: v2p_n6_48cf65c2888ab57a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X7" IS NOT NULL AND "y" IS NOT NULL +), +"target_rank" AS ( + SELECT + "y", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + r."y", + r."measure_value" AS "percentile_measure" +FROM "ranked" r +JOIN "target_rank" t + ON r."y" = t."y" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ef4bd1cb5ca49cf2cdfebf917945b8e0d49122a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"target_rank\" AS (\n SELECT\n \"y\",\n CASE\n WHEN (0.9 * \"cnt\") = CAST(0.9 * \"cnt\" AS INTEGER) THEN CAST(0.9 * \"cnt\" AS INTEGER)\n ELSE CAST(0.9 * \"cnt\" AS INTEGER) + 1\n END AS \"target_rn\"\n FROM \"ranked\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n r.\"y\",\n r.\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\" AS r\nJOIN \"target_rank\" AS t\n ON r.\"y\" = t.\"y\"\n AND r.\"rn\" = t.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"target_rank\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") = CAST(0.9 * \\\"cnt\\\" AS INTEGER) THEN CAST(0.9 * \\\"cnt\\\" AS INTEGER)\\n ELSE CAST(0.9 * \\\"cnt\\\" AS INTEGER) + 1\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n r.\\\"y\\\",\\n r.\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\" AS r\\nJOIN \\\"target_rank\\\" AS t\\n ON r.\\\"y\\\" = t.\\\"y\\\"\\n AND r.\\\"rn\\\" = t.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 15.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}, {\"y\": \"2\", \"percentile_measure\": 6.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.37}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2bb707cb1fa97944582f39b595f1b5f49df2fb5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:10:40.612013+00:00", + "ended_at": "2026-05-04T08:11:18.015666+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_98fec73ab3e859e7", + "problem_id": "v2p_n6_48cf65c2888ab57a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 17, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_98fec73ab3e859e7.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_98fec73ab3e859e7", + "api_calls": 0, + "input_tokens": 45807, + "cached_input_tokens": 43776, + "output_tokens": 916, + "total_tokens": 46723, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5625, + "estimated_output_tokens": 630, + "estimated_total_tokens": 6255, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 37311.84, + "sql_execution_elapsed_ms_total": 38.37, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_98fec73ab3e859e7\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0dc3fb0146ae39f7911a8a018d3e0406ba5cac9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_98fec73ab3e859e7/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:10:55.884681+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15250.58, "started_at": "2026-05-04T08:10:40.616452+00:00", "ended_at": "2026-05-04T08:10:55.867243+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1007, "bytes_utf8": 1007, "lines": 1, "estimated_tokens": 315}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 357}, "stderr_preview": "2026-05-04T08:10:40.802811Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:43.260003Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6e108ee52561eb9a70461e630b01126e60c2940f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_997fbb4306e3db27\n-- problem_id: v2p_n6_85f4ef81e7b7fcce\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_997fbb4306e3db27\\n-- problem_id: v2p_n6_85f4ef81e7b7fcce\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -1.297082228116711}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 0.6062322946175638}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": -2.567335243553009}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -1.9824561403508771}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": -0.2161290322580645}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": -3.6862745098039214}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -4.00655737704918}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 0.5}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 2.132142857142857}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 0.7418032786885246}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 2.8227848101265822}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -5.185654008438819}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 4.450236966824645}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 3.9615384615384617}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -4.675977653631285}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -7.862857142857143}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 4.5256410256410255}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -8.841726618705035}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.427480916030534}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -9.305785123966942}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -8.85593220338983}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 7.504504504504505}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -8.695652173913043}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 5.153846153846154}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -7.569767441860465}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 5.646341463414634}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": 1.0649350649350648}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 0.5571428571428572}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -15.057142857142857}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -6.076923076923077}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -8.98076923076923}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -11.313725490196079}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 7.8936170212765955}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -4.804347826086956}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -11.35897435897436}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -15.102564102564102}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": 0.32432432432432434}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 8.805555555555555}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -8.285714285714286}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": 1.911764705882353}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": 8.3125}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 1.7241379310344827}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -16.85185185185185}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -1.36}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": 10.208333333333334}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -4.875}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -12.73913043478261}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -17.272727272727273}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 29.0}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 3.142857142857143}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eea73739569dd5f9ee4c2674f41f9433acc2d96f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.715365+00:00", + "ended_at": "2026-05-04T08:20:39.724429+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_997fbb4306e3db27", + "problem_id": "v2p_n6_85f4ef81e7b7fcce", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=24", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 24, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_997fbb4306e3db27.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_997fbb4306e3db27/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a158ae6b69fe8dee29392366e256e1e7215f67a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": 186}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..272c43d1b1944de2dcf71af557de1b15702b75c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_99c1881e2de9a501", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 221, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 186, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14137.06, + "sql_execution_elapsed_ms_total": 8.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_99c1881e2de9a501\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac0526527b8511e523d8acaa14d2b2e34f301804 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:01:02.301360+00:00", + "ended_at": "2026-05-04T08:01:16.433326+00:00", + "elapsed_ms": 14137.06, + "prompt_metrics": { + "chars": 9009, + "bytes_utf8": 9009, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 1046, + "bytes_utf8": 1046, + "lines": 4, + "estimated_tokens": 314 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13223 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 684, + "bytes_utf8": 684, + "lines": 1, + "estimated_tokens": 186 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 221 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5c755bc9179f9498c87c33943a1d879b5bd4207 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X16", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9024123443f9c5fe9c8546f0856113a43d40afef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-43d4-7450-8819-accadcbd00ee"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X16\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X16\\\" AS REAL)) AS \\\"row_num\\\",\\n COUNT(*) OVER () AS \\\"total_rows\\\"\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\",\"notes\":\"Used the required template with fixed bindings measure_col=\\\"X16\\\" and predicate_col=\\\"X12\\\". Cast both TEXT-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":221}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3c51263415eb0d531439be321f128cac090e88d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X16\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X16\" AS REAL)) AS \"row_num\",\n COUNT(*) OVER () AS \"total_rows\"\n FROM \"n6\"\n WHERE CAST(\"X12\" AS REAL) >= 7.0\n)\nSELECT AVG(\"measure_col\") AS \"median_measure\"\nFROM ranked\nWHERE \"row_num\" BETWEEN (\"total_rows\" + 1) / 2 AND (\"total_rows\" + 2) / 2;","notes":"Used the required template with fixed bindings measure_col=\"X16\" and predicate_col=\"X12\". Cast both TEXT-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74d925a6db41ab6ae346f14cd5dc5a7551c62f05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:02.483800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:04.941059Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:15.775864Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c54a6496a9db84e862b2b637598b8797dfaa5eb6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16. +Result preview: [{"median_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae929ace0bc3a344ca41b263d1d0a7675546b9c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_99c1881e2de9a501 +-- problem_id: v2p_n6_d43e1cdbbaa09945 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X16" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (ORDER BY CAST("X16" AS REAL)) AS "row_num", + COUNT(*) OVER () AS "total_rows" + FROM "n6" + WHERE CAST("X12" AS REAL) >= 7.0 +) +SELECT AVG("measure_col") AS "median_measure" +FROM ranked +WHERE "row_num" BETWEEN ("total_rows" + 1) / 2 AND ("total_rows" + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b3a25905099ae37166d7180104640be1f06b9097 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X16\" AS REAL) AS \"measure_col\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X16\" AS REAL)) AS \"row_num\",\n COUNT(*) OVER () AS \"total_rows\"\n FROM \"n6\"\n WHERE CAST(\"X12\" AS REAL) >= 7.0\n)\nSELECT AVG(\"measure_col\") AS \"median_measure\"\nFROM ranked\nWHERE \"row_num\" BETWEEN (\"total_rows\" + 1) / 2 AND (\"total_rows\" + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X16\\\" AS REAL) AS \\\"measure_col\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X16\\\" AS REAL)) AS \\\"row_num\\\",\\n COUNT(*) OVER () AS \\\"total_rows\\\"\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X12\\\" AS REAL) >= 7.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 3.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 8.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..54ae1ac3f72d3ca13f739a53ed69f529cef24f01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:01:02.298544+00:00", + "ended_at": "2026-05-04T08:01:16.475740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_99c1881e2de9a501", + "problem_id": "v2p_n6_d43e1cdbbaa09945", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "predicate_col": "X12", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=79" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_99c1881e2de9a501.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_99c1881e2de9a501", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 221, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 186, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14137.06, + "sql_execution_elapsed_ms_total": 8.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_99c1881e2de9a501\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5dfcacaff7e5aa41ad4fc10d68b5095f6c5f27f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:16.457964+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14137.06, "started_at": "2026-05-04T08:01:02.301360+00:00", "ended_at": "2026-05-04T08:01:16.433326+00:00", "prompt_metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 684, "bytes_utf8": 684, "lines": 1, "estimated_tokens": 186}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 221}, "stderr_preview": "2026-05-04T08:01:02.483800Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:04.941059Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\n)\\nSELECT AVG(\\\"measure_col\\\") AS \\\"median_measure\\\"\\nFROM ranked\\nWHERE \\\"row_num\\\" BETWEEN (\\\"total_rows\\\" + 1) / 2 AND (\\\"total_rows\\\" + 2) / 2;\",\"notes\":\"Used the required template with fixed bindings measure_col=\\\"X16\\\" and predicate_col=\\\"X12\\\". Cast both TEXT-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d3cd440c07c54f36b974ee381e572065040b294d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99c1881e2de9a501/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_99c1881e2de9a501", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 221, + "total_tokens": 23108, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 186, + "estimated_total_tokens": 2982, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14137.06, + "sql_execution_elapsed_ms_total": 8.25, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_99c1881e2de9a501\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..93c510c6d47a6a865081dc7643b36d5900385fc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..21b7c880e2f366031490df5d02ca09ef4549e8fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_99e70dca153794af", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15724.43, + "sql_execution_elapsed_ms_total": 4.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_99e70dca153794af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..783025c06ef675e7b79786a93b8f260c3e2f53d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:39.962469+00:00", + "ended_at": "2026-05-04T07:45:55.687744+00:00", + "elapsed_ms": 15724.43, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 672, + "bytes_utf8": 672, + "lines": 4, + "estimated_tokens": 199 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13179 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 344, + "bytes_utf8": 344, + "lines": 1, + "estimated_tokens": 93 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9570115eca48ca9996a2a1bf1dd3d5dc502a8872 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..589acda67686b4e2564cc1f82177b9e28e8b05c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-313f-7610-a68d-f4891697e218"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". CAST to REAL is necessary because the SQLite schema stores \\\"X13\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":109}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1efebe249003e738158e4941b1cad814026a112a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X13\". CAST to REAL is necessary because the SQLite schema stores \"X13\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffe2bd4397da7349ef2b0556b053feecd1281e37 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:40.244359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:43.679339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:53.910642Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fb56f1cc9d5bd12732d241a9b54c4280b64769f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "avg_measure": 5.546}, {"y": "3", "avg_measure": 0.4795}, {"y": "2", "avg_measure": -0.3165}, {"y": "0", "avg_measure": -14.365}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c252a8e76855acade7edde993d110874b1007ca6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_99e70dca153794af +-- problem_id: v2p_n6_01f1fe3d1d6d94b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ceef166402eb6ceb851820624c833d0f11e77404 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 5.546}, {\"y\": \"3\", \"avg_measure\": 0.4795}, {\"y\": \"2\", \"avg_measure\": -0.3165}, {\"y\": \"0\", \"avg_measure\": -14.365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eff94369bcd7a013bda091968251abc02f3f2f86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:45:39.960652+00:00", + "ended_at": "2026-05-04T07:45:55.719555+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_99e70dca153794af", + "problem_id": "v2p_n6_01f1fe3d1d6d94b2", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 18, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_99e70dca153794af.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_99e70dca153794af", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 109, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 93, + "estimated_total_tokens": 2731, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15724.43, + "sql_execution_elapsed_ms_total": 4.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_99e70dca153794af\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..efbbdacfba1cc1d9a977f21455432a3881507b1b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_99e70dca153794af/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:55.704597+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15724.43, "started_at": "2026-05-04T07:45:39.962469+00:00", "ended_at": "2026-05-04T07:45:55.687744+00:00", "prompt_metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 93}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 109}, "stderr_preview": "2026-05-04T07:45:40.244359Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:43.679339Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f4bcf2f966abc9f751431db91e0d38da8436253 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-ab36-7b70-897f-29f0afda025e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X10\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":21888,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cea598a37c2d223b0de9e29443a89426a5e793a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X9\", predicate_col=\"X10\", predicate_op=\">=\", predicate_value=8.0, and top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..190b2de53dd8e6d6108e481859dae7a571203314 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:55.739702Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:58.159339Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:06.352544Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a690d9306331efe2dc166335f5601406d4094734 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "total_measure": 39961.0}, {"y": "1", "total_measure": 8939.0}, {"y": "3", "total_measure": 1431.0}, {"y": "2", "total_measure": 154.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ba90cdbfa908caa9129a780990a258d90cb7164 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_9c74d206e611579a +-- problem_id: v2p_n6_ca141b346948f7aa +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d083a294cef7a150472624a8a9ed3266e1deb571 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X10\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X10\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 39961.0}, {\"y\": \"1\", \"total_measure\": 8939.0}, {\"y\": \"3\", \"total_measure\": 1431.0}, {\"y\": \"2\", \"total_measure\": 154.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.03}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d2881e4f728286863f31ed318e891844830d8a53 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:54:55.548872+00:00", + "ended_at": "2026-05-04T07:55:07.251542+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9c74d206e611579a", + "problem_id": "v2p_n6_ca141b346948f7aa", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X10", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_9c74d206e611579a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9c74d206e611579a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11669.69, + "sql_execution_elapsed_ms_total": 3.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_9c74d206e611579a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b4b5eade63110c361b79f6f17ec43d8f656997f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:07.241925+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11669.69, "started_at": "2026-05-04T07:54:55.553941+00:00", "ended_at": "2026-05-04T07:55:07.224006+00:00", "prompt_metrics": {"chars": 8696, "bytes_utf8": 8696, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 482, "bytes_utf8": 482, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22809, "cached_input_tokens": 21888, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:54:55.739702Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:58.159339Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 16;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X10\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=16. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..28fbb68904f214c1a200e12b0fe29df0389548dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9c74d206e611579a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9c74d206e611579a", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22960, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2855, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11669.69, + "sql_execution_elapsed_ms_total": 3.03, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_9c74d206e611579a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d1150ccfe3d6bf0f8c6762d0576ff4c21972637b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7a6acce92c3238e8a34fcc51bd5b0272ea8b3bca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9f3f27dd07df98f3", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13437.24, + "sql_execution_elapsed_ms_total": 40.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_9f3f27dd07df98f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c04e942a645294e458448494c4d87b0ad7dac485 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:48:46.295076+00:00", + "ended_at": "2026-05-04T07:48:59.732261+00:00", + "elapsed_ms": 13437.24, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 717, + "bytes_utf8": 717, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13222 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 389, + "bytes_utf8": 389, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 128 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..72f81a607f86f4b3ba91e0f06663100745fcb9bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0225d925951b1958cb2ca939238c5868348265b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-08f0-7290-b809-dfa13814d345"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X7\\\". Cast \\\"X7\\\" from TEXT to REAL for correct numeric averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":128}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c147458260719ba5c5652b046e852a0175bcf6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X7\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X7\". Cast \"X7\" from TEXT to REAL for correct numeric averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49649e992772f50f30a8729574eae03213f27e7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:48:46.505968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:48:49.242749Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:48:58.722875Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eccc02bd12d96df8f921d190979263d1062ea885 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "avg_measure": 0.0035}, {"y": "2", "avg_measure": -0.449}, {"y": "1", "avg_measure": -0.8735}, {"y": "0", "avg_measure": -12.2735}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..45cabc892cad911c6862d918fb0b1eef6512803d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9f3f27dd07df98f3 +-- problem_id: v2p_n6_2d286074067dc215 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X7" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1d7eba8aae2b5c2c0fb74dc7f640c9a093578f4b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X7\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X7\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": 0.0035}, {\"y\": \"2\", \"avg_measure\": -0.449}, {\"y\": \"1\", \"avg_measure\": -0.8735}, {\"y\": \"0\", \"avg_measure\": -12.2735}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 40.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b6f93deee045db725c42fc229a532d9a14233493 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:48:46.292431+00:00", + "ended_at": "2026-05-04T07:48:59.818797+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9f3f27dd07df98f3", + "problem_id": "v2p_n6_2d286074067dc215", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=38" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_9f3f27dd07df98f3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_9f3f27dd07df98f3", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 128, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2749, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13437.24, + "sql_execution_elapsed_ms_total": 40.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_9f3f27dd07df98f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..375883cbe4aa3c847843347618f901dd5486fbae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f3f27dd07df98f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:48:59.764161+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13437.24, "started_at": "2026-05-04T07:48:46.295076+00:00", "ended_at": "2026-05-04T07:48:59.732261+00:00", "prompt_metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 389, "bytes_utf8": 389, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 128}, "stderr_preview": "2026-05-04T07:48:46.505968Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:48:49.242749Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e7cf550c07ff45fcc44eb769fe09d72e32e4699 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_9f4fbcaf5aaaf871\n-- problem_id: v2p_n6_4cd6c3013e8cfc4e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X4\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X4\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_9f4fbcaf5aaaf871\\n-- problem_id: v2p_n6_4cd6c3013e8cfc4e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X4\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X4\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X4\", \"support\", \"avg_response\"], \"rows\": [{\"X4\": \"-1\", \"support\": 304, \"avg_response\": 0.12171052631578948}, {\"X4\": \"2\", \"support\": 301, \"avg_response\": 1.521594684385382}, {\"X4\": \"-3\", \"support\": 286, \"avg_response\": 0.6153846153846154}, {\"X4\": \"3\", \"support\": 280, \"avg_response\": 0.07142857142857142}, {\"X4\": \"-4\", \"support\": 279, \"avg_response\": -0.22939068100358423}, {\"X4\": \"-2\", \"support\": 262, \"avg_response\": -0.2824427480916031}, {\"X4\": \"-5\", \"support\": 258, \"avg_response\": 0.1821705426356589}, {\"X4\": \"1\", \"support\": 250, \"avg_response\": -0.02}, {\"X4\": \"-6\", \"support\": 236, \"avg_response\": -0.0847457627118644}, {\"X4\": \"4\", \"support\": 235, \"avg_response\": 0.5829787234042553}, {\"X4\": \"5\", \"support\": 214, \"avg_response\": 1.7149532710280373}, {\"X4\": \"6\", \"support\": 210, \"avg_response\": 0.10476190476190476}, {\"X4\": \"-7\", \"support\": 200, \"avg_response\": -1.05}, {\"X4\": \"0\", \"support\": 193, \"avg_response\": 0.5181347150259067}, {\"X4\": \"-8\", \"support\": 187, \"avg_response\": -0.8288770053475936}, {\"X4\": \"7\", \"support\": 175, \"avg_response\": 0.18857142857142858}, {\"X4\": \"8\", \"support\": 160, \"avg_response\": 0.93125}, {\"X4\": \"-9\", \"support\": 145, \"avg_response\": -1.089655172413793}, {\"X4\": \"-10\", \"support\": 140, \"avg_response\": -1.292857142857143}, {\"X4\": \"9\", \"support\": 137, \"avg_response\": 0.8029197080291971}, {\"X4\": \"-12\", \"support\": 131, \"avg_response\": -0.24427480916030533}, {\"X4\": \"-11\", \"support\": 121, \"avg_response\": 0.2727272727272727}, {\"X4\": \"11\", \"support\": 114, \"avg_response\": 3.8771929824561404}, {\"X4\": \"10\", \"support\": 106, \"avg_response\": 2.4245283018867925}, {\"X4\": \"-14\", \"support\": 99, \"avg_response\": -2.4343434343434343}, {\"X4\": \"-13\", \"support\": 95, \"avg_response\": 0.4631578947368421}, {\"X4\": \"13\", \"support\": 93, \"avg_response\": 1.2365591397849462}, {\"X4\": \"12\", \"support\": 88, \"avg_response\": 3.9318181818181817}, {\"X4\": \"-15\", \"support\": 77, \"avg_response\": 4.090909090909091}, {\"X4\": \"14\", \"support\": 76, \"avg_response\": -0.06578947368421052}, {\"X4\": \"-16\", \"support\": 72, \"avg_response\": -1.9305555555555556}, {\"X4\": \"17\", \"support\": 64, \"avg_response\": 2.953125}, {\"X4\": \"-18\", \"support\": 61, \"avg_response\": -7.80327868852459}, {\"X4\": \"16\", \"support\": 54, \"avg_response\": 3.111111111111111}, {\"X4\": \"-17\", \"support\": 54, \"avg_response\": 1.5925925925925926}, {\"X4\": \"15\", \"support\": 47, \"avg_response\": 4.0638297872340425}, {\"X4\": \"20\", \"support\": 40, \"avg_response\": 9.925}, {\"X4\": \"19\", \"support\": 40, \"avg_response\": 5.725}, {\"X4\": \"-21\", \"support\": 40, \"avg_response\": -4.275}, {\"X4\": \"-20\", \"support\": 40, \"avg_response\": -4.85}, {\"X4\": \"-19\", \"support\": 36, \"avg_response\": -7.333333333333333}, {\"X4\": \"-27\", \"support\": 36, \"avg_response\": -11.694444444444445}, {\"X4\": \"-23\", \"support\": 35, \"avg_response\": 1.4}, {\"X4\": \"-22\", \"support\": 35, \"avg_response\": -5.542857142857143}, {\"X4\": \"-24\", \"support\": 34, \"avg_response\": 2.411764705882353}, {\"X4\": \"-25\", \"support\": 34, \"avg_response\": -10.617647058823529}, {\"X4\": \"18\", \"support\": 33, \"avg_response\": 5.484848484848484}, {\"X4\": \"23\", \"support\": 33, \"avg_response\": 3.5454545454545454}, {\"X4\": \"26\", \"support\": 33, \"avg_response\": 2.6363636363636362}, {\"X4\": \"21\", \"support\": 32, \"avg_response\": 1.84375}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.97}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6105d3850378001c0b209be0a876543a1a01ee65 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.557635+00:00", + "ended_at": "2026-05-04T08:20:39.566446+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_9f4fbcaf5aaaf871", + "problem_id": "v2p_n6_4cd6c3013e8cfc4e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X4.", + "bindings": { + "key_col": "X4", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=11", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 11, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_9f4fbcaf5aaaf871.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_9f4fbcaf5aaaf871/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..2f2eb98446708d3ed20b8f907564f26917b21070 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X16": "1", "support": 506, "avg_response": -0.7865612648221344}, {"X16": "2", "support": 494, "avg_response": 0.7064777327935222}, {"X16": "-2", "support": 478, "avg_response": -1.5502092050209204}, {"X16": "-1", "support": 463, "avg_response": -1.488120950323974}, {"X16": "-3", "support": 450, "avg_response": -1.9333333333333333}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..01a7d967a1ba11c5ced82c670f19ef74e3005b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a16aff7f85a30d60 +-- problem_id: v2p_n6_11b81d6ed1ad74b5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3fd65fee281877f2d16d0c366d63e0e488685406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a16aff7f85a30d60\n-- problem_id: v2p_n6_11b81d6ed1ad74b5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a16aff7f85a30d60\\n-- problem_id: v2p_n6_11b81d6ed1ad74b5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": -0.7865612648221344}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 0.7064777327935222}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": -1.5502092050209204}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": -1.488120950323974}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": -1.9333333333333333}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 1.0256410256410255}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": -0.6813471502590673}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": -3.198224852071006}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 1.1703470031545742}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": -0.1111111111111111}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -4.849593495934959}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -4.28110599078341}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 0.8169014084507042}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -7.242937853107344}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": -0.25547445255474455}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -6.824817518248175}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 3.232142857142857}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": -6.935483870967742}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -4.488636363636363}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": -4.7875}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": -6.506329113924051}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": 0.4647887323943662}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": -5.636363636363637}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": -10.629032258064516}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": 0.7894736842105263}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 6.3}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": -6.14}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": -5.743589743589744}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": -4.742857142857143}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": -10.088235294117647}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -21.65625}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -10.655172413793103}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": -5.821428571428571}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -17.384615384615383}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": 11.6}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": -19.304347826086957}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 13.590909090909092}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 6.045454545454546}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": -4.0}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 5.0476190476190474}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -18.1}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 0.05263157894736842}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": -17.210526315789473}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -30.31578947368421}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 15.777777777777779}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -9.444444444444445}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": -22.333333333333332}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": -17.764705882352942}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -22.058823529411764}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -47.411764705882355}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.69}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..748e71cafa50bcaa2d0b64a3d14c994b8de058d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.237308+00:00", + "ended_at": "2026-05-04T08:20:40.246975+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a16aff7f85a30d60", + "problem_id": "v2p_n6_11b81d6ed1ad74b5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=60", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 60, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_a16aff7f85a30d60.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a16aff7f85a30d60/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c4ab1e2480cc275a4cfa8e23d5fe839d478516b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cd3f7678a3eb1a854e37e79271727897cd329e01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a29b2f28f1dfd2cd", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22913, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11167.21, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_a29b2f28f1dfd2cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1f4e5c4fc57df69222377592bed3c5e76e871e9d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:20:01.370856+00:00", + "ended_at": "2026-05-04T08:20:12.538987+00:00", + "elapsed_ms": 11167.21, + "prompt_metrics": { + "chars": 8592, + "bytes_utf8": 8592, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 797, + "bytes_utf8": 797, + "lines": 4, + "estimated_tokens": 233 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13154 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 463, + "bytes_utf8": 463, + "lines": 1, + "estimated_tokens": 125 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 141 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f0e64d66880cbf248df78c71f60b2dd2f1741ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..40e60fc16939a1efdbb8fdc4f1db1723968b7b4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-a568-7520-a557-7c7e87bed17a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":141}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d5d3dd85533d893db4802e5dff03ba67d4ce8ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X11\". Cast \"X11\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e33b3d13ca66996293abc4c7cae412dd27825cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:01.555437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:03.952235Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:11.846965Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..46e68ae65b05c8a604f18a30ac46099210317940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "total_measure": 538.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1623a339590b2c189e3d123c488f0d73924e0cb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_a29b2f28f1dfd2cd +-- problem_id: v2p_n6_ee0f049664e02d38 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..030d66d7a9abc0922a179662ae3cfc958ef4248d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X11\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X11\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 538.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.21}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e1154a37f625b9f31306834e61a3fe0112eadcfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:01.367438+00:00", + "ended_at": "2026-05-04T08:20:12.571605+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a29b2f28f1dfd2cd", + "problem_id": "v2p_n6_ee0f049664e02d38", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 18, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=138" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_a29b2f28f1dfd2cd.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a29b2f28f1dfd2cd", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22913, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11167.21, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_a29b2f28f1dfd2cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..82eef9705b5b133c274693287265b634e9a33f43 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:12.557360+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11167.21, "started_at": "2026-05-04T08:20:01.370856+00:00", "ended_at": "2026-05-04T08:20:12.538987+00:00", "prompt_metrics": {"chars": 8592, "bytes_utf8": 8592, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 463, "bytes_utf8": 463, "lines": 1, "estimated_tokens": 125}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 141}, "stderr_preview": "2026-05-04T08:20:01.555437Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:03.952235Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cdcf6178a41c50b26b641ea42cd6637f47b851de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a29b2f28f1dfd2cd/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_a29b2f28f1dfd2cd", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 141, + "total_tokens": 22913, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 125, + "estimated_total_tokens": 2808, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11167.21, + "sql_execution_elapsed_ms_total": 5.21, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_a29b2f28f1dfd2cd\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5e71b184d0b6ba37ec7c877ae27bd9805b28e482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X6": "1", "support": 325, "avg_response": -0.7107692307692308}, {"X6": "2", "support": 319, "avg_response": -0.31347962382445144}, {"X6": "-2", "support": 316, "avg_response": -2.882911392405063}, {"X6": "-1", "support": 308, "avg_response": -2.314935064935065}, {"X6": "-3", "support": 300, "avg_response": -2.0533333333333332}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..980763b2fee52dfb02d4b2414ab47a3a4cd30b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a4013449e96a17e0 +-- problem_id: v2p_n6_676756dcc63ade9c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a773019aadb70a5ca198075cbee0867e3ea6cc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a4013449e96a17e0\n-- problem_id: v2p_n6_676756dcc63ade9c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X6\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X6\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a4013449e96a17e0\\n-- problem_id: v2p_n6_676756dcc63ade9c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X6\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X6\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X6\", \"support\", \"avg_response\"], \"rows\": [{\"X6\": \"1\", \"support\": 325, \"avg_response\": -0.7107692307692308}, {\"X6\": \"2\", \"support\": 319, \"avg_response\": -0.31347962382445144}, {\"X6\": \"-2\", \"support\": 316, \"avg_response\": -2.882911392405063}, {\"X6\": \"-1\", \"support\": 308, \"avg_response\": -2.314935064935065}, {\"X6\": \"-3\", \"support\": 300, \"avg_response\": -2.0533333333333332}, {\"X6\": \"3\", \"support\": 268, \"avg_response\": -1.7164179104477613}, {\"X6\": \"4\", \"support\": 265, \"avg_response\": -0.8075471698113208}, {\"X6\": \"6\", \"support\": 263, \"avg_response\": -2.76425855513308}, {\"X6\": \"5\", \"support\": 234, \"avg_response\": -1.829059829059829}, {\"X6\": \"-4\", \"support\": 230, \"avg_response\": -1.8217391304347825}, {\"X6\": \"0\", \"support\": 223, \"avg_response\": -2.5650224215246635}, {\"X6\": \"-5\", \"support\": 212, \"avg_response\": -0.7452830188679245}, {\"X6\": \"-6\", \"support\": 211, \"avg_response\": -2.6161137440758293}, {\"X6\": \"-7\", \"support\": 207, \"avg_response\": 0.024154589371980676}, {\"X6\": \"7\", \"support\": 195, \"avg_response\": -0.35384615384615387}, {\"X6\": \"8\", \"support\": 192, \"avg_response\": -2.484375}, {\"X6\": \"-8\", \"support\": 180, \"avg_response\": 0.8166666666666667}, {\"X6\": \"9\", \"support\": 168, \"avg_response\": -2.0714285714285716}, {\"X6\": \"-9\", \"support\": 159, \"avg_response\": 2.3773584905660377}, {\"X6\": \"10\", \"support\": 154, \"avg_response\": -3.5454545454545454}, {\"X6\": \"-11\", \"support\": 132, \"avg_response\": 2.1666666666666665}, {\"X6\": \"-10\", \"support\": 118, \"avg_response\": 2.093220338983051}, {\"X6\": \"11\", \"support\": 102, \"avg_response\": -4.8431372549019605}, {\"X6\": \"12\", \"support\": 92, \"avg_response\": -6.423913043478261}, {\"X6\": \"13\", \"support\": 91, \"avg_response\": -4.472527472527473}, {\"X6\": \"-12\", \"support\": 90, \"avg_response\": 0.2777777777777778}, {\"X6\": \"-13\", \"support\": 87, \"avg_response\": 0.3793103448275862}, {\"X6\": \"14\", \"support\": 75, \"avg_response\": -6.92}, {\"X6\": \"-18\", \"support\": 69, \"avg_response\": 6.144927536231884}, {\"X6\": \"-14\", \"support\": 69, \"avg_response\": 3.8550724637681157}, {\"X6\": \"15\", \"support\": 61, \"avg_response\": 3.2295081967213113}, {\"X6\": \"16\", \"support\": 60, \"avg_response\": -3.1}, {\"X6\": \"-19\", \"support\": 53, \"avg_response\": 1.0943396226415094}, {\"X6\": \"-17\", \"support\": 53, \"avg_response\": -1.509433962264151}, {\"X6\": \"17\", \"support\": 52, \"avg_response\": -0.6730769230769231}, {\"X6\": \"18\", \"support\": 51, \"avg_response\": -0.17647058823529413}, {\"X6\": \"-16\", \"support\": 51, \"avg_response\": -1.9803921568627452}, {\"X6\": \"19\", \"support\": 47, \"avg_response\": 5.0212765957446805}, {\"X6\": \"-15\", \"support\": 46, \"avg_response\": 4.086956521739131}, {\"X6\": \"22\", \"support\": 42, \"avg_response\": 2.761904761904762}, {\"X6\": \"20\", \"support\": 42, \"avg_response\": -1.7142857142857142}, {\"X6\": \"25\", \"support\": 40, \"avg_response\": 10.575}, {\"X6\": \"24\", \"support\": 37, \"avg_response\": 1.5675675675675675}, {\"X6\": \"23\", \"support\": 36, \"avg_response\": 0.5277777777777778}, {\"X6\": \"21\", \"support\": 34, \"avg_response\": 0.058823529411764705}, {\"X6\": \"-20\", \"support\": 31, \"avg_response\": -27.774193548387096}, {\"X6\": \"26\", \"support\": 27, \"avg_response\": 6.814814814814815}, {\"X6\": \"-24\", \"support\": 25, \"avg_response\": -23.8}, {\"X6\": \"30\", \"support\": 22, \"avg_response\": -0.8636363636363636}, {\"X6\": \"-22\", \"support\": 22, \"avg_response\": -5.7272727272727275}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9119d69f7b862d2f5b43fcef2a925dec4e96e406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.667661+00:00", + "ended_at": "2026-05-04T08:20:39.676891+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a4013449e96a17e0", + "problem_id": "v2p_n6_676756dcc63ade9c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X6.", + "bindings": { + "key_col": "X6", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=20", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 20, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_a4013449e96a17e0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a4013449e96a17e0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d971df72ca8a061c0f01bff95176eb48083d4445 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": 0.7711864406779662}, {"X13": "-4", "support": 236, "avg_response": -1.7330508474576272}, {"X13": "-3", "support": 234, "avg_response": 0.7136752136752137}, {"X13": "2", "support": 232, "avg_response": 0.6293103448275862}, {"X13": "-2", "support": 230, "avg_response": -2.2}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bccee80c405a2a735b1463abe594d71d6d333cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a92a7bd3ebcb05c3 +-- problem_id: v2p_n6_5275e62eb8c7807e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5ba362db18e79285b7883cb4e1b3a0c7743a96a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_a92a7bd3ebcb05c3\n-- problem_id: v2p_n6_5275e62eb8c7807e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_a92a7bd3ebcb05c3\\n-- problem_id: v2p_n6_5275e62eb8c7807e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": 0.7711864406779662}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -1.7330508474576272}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": 0.7136752136752137}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": 0.6293103448275862}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -2.2}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -2.3733333333333335}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": 0.8035714285714286}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -2.0179372197309418}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -2.890909090909091}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": -0.3611111111111111}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.957142857142857}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": 0.9246231155778895}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": -1.4838709677419355}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 0.38372093023255816}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -2.735294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -1.5297619047619047}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -3.129032258064516}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -0.8092105263157895}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 1.0833333333333333}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": 0.16083916083916083}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 2.4671532846715327}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 3.2406015037593985}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 5.21259842519685}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": -0.4523809523809524}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -7.293577981651376}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": 1.1682242990654206}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -2.961904761904762}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": 1.3333333333333333}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -1.9880952380952381}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -1.1710526315789473}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": 2.84}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -5.816901408450704}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -5.220588235294118}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -4.630769230769231}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": -0.40625}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -5.125}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -3.5714285714285716}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -8.09433962264151}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -8.938775510204081}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 1.8444444444444446}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -8.523809523809524}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 3.923076923076923}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -8.435897435897436}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": -6.473684210526316}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 2.5675675675675675}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -11.555555555555555}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": 2.264705882352941}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -6.088235294117647}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": 4.0}, {\"X13\": \"25\", \"support\": 33, \"avg_response\": -2.696969696969697}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.44}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7b7de79ecbe93ec77ca10ceeff4027b2b2819b3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.027656+00:00", + "ended_at": "2026-05-04T08:20:40.039552+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_a92a7bd3ebcb05c3", + "problem_id": "v2p_n6_5275e62eb8c7807e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=47", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 47, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_a92a7bd3ebcb05c3.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_a92a7bd3ebcb05c3/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b83039ef269be7a46885db088df3d492d4c70b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2719}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..18d46ac0fdb8e8c2c10b8e5d43936e3801e7d374 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ab30c1ab34237462", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.07, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ab30c1ab34237462\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..02448204152a122df07f0498f3cd5f4cc8f677e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:52:52.761451+00:00", + "ended_at": "2026-05-04T07:53:06.942918+00:00", + "elapsed_ms": 14182.07, + "prompt_metrics": { + "chars": 8693, + "bytes_utf8": 8693, + "lines": 304, + "estimated_tokens": 2719 + }, + "stdout_metrics": { + "chars": 821, + "bytes_utf8": 821, + "lines": 4, + "estimated_tokens": 254 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13197 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 483, + "bytes_utf8": 483, + "lines": 1, + "estimated_tokens": 135 + }, + "usage": { + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 151 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b1309ca39974153ac3f4a702620421252e3ed51a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f3a583438243b23c593328bf05c0fe3eef48086e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-cb8c-72a1-be6b-40a6f45c8126"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X5\\\", predicate_col=\\\"X2\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=12. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":21888,"output_tokens":151}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa68b85016c9eb734e7245e2128a758e3a242dcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;","notes":"Applied the provided Top-k Group Sum with Filter template with group_col=\"y\", measure_col=\"X5\", predicate_col=\"X2\", predicate_op=\">=\", predicate_value=8.0, and top_k=12. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..00e6882df3f73f71cd8c6aba2276f40cda887706 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:52.936337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:55.363450Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:53:06.096878Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c72607547c2d2fb4d3c0da2172f5c97e1741dfc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "total_measure": 17245.0}, {"y": "1", "total_measure": 9440.0}, {"y": "3", "total_measure": 2331.0}, {"y": "2", "total_measure": -294.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4be53854e79da4a1eb27399c7bcde628bc96cdf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_ab30c1ab34237462 +-- problem_id: v2p_n6_2025ea892c46db6d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7676afbdb2ed4542a4f96db099e5df0795933f72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X5\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X5\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 17245.0}, {\"y\": \"1\", \"total_measure\": 9440.0}, {\"y\": \"3\", \"total_measure\": 2331.0}, {\"y\": \"2\", \"total_measure\": -294.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.79}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2453833309ab8072fb4c451758cc0fa657827b78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:52:52.758718+00:00", + "ended_at": "2026-05-04T07:53:06.972591+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ab30c1ab34237462", + "problem_id": "v2p_n6_2025ea892c46db6d", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=52" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ab30c1ab34237462.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ab30c1ab34237462", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.07, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ab30c1ab34237462\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0bbe970d4d86a1b7a40a0b1215efc6be9b11fc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:53:06.962364+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14182.07, "started_at": "2026-05-04T07:52:52.761451+00:00", "ended_at": "2026-05-04T07:53:06.942918+00:00", "prompt_metrics": {"chars": 8693, "bytes_utf8": 8693, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 483, "bytes_utf8": 483, "lines": 1, "estimated_tokens": 135}, "usage": {"input_tokens": 22808, "cached_input_tokens": 21888, "output_tokens": 151}, "stderr_preview": "2026-05-04T07:52:52.936337Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:55.363450Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 12;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with group_col=\\\"y\\\", measure_col=\\\"X5\\\", predicate_col=\\\"X2\\\", predicate_op=\\\">=\\\", predicate_value=8.0, and top_k=12. Cast numeric TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c9190a2b9b3ba5b238abc1001bd6d13a853462a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ab30c1ab34237462/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ab30c1ab34237462", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 21888, + "output_tokens": 151, + "total_tokens": 22959, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 135, + "estimated_total_tokens": 2854, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14182.07, + "sql_execution_elapsed_ms_total": 2.79, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ab30c1ab34237462\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dba1bb9b7bec62bad40b47aa69d570013cb563c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X14": "-1", "support": 286, "avg_response": 0.07692307692307693}, {"X14": "-2", "support": 280, "avg_response": -0.7892857142857143}, {"X14": "-4", "support": 270, "avg_response": -2.8703703703703702}, {"X14": "-3", "support": 267, "avg_response": -0.5655430711610487}, {"X14": "2", "support": 267, "avg_response": -0.5655430711610487}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..99e6c4d8697ba812d303d99022feb60f1cead75e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_abaef65b9fc2bfc7 +-- problem_id: v2p_n6_c0342244b1c2c642 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8dc4f52d829cdf04653e74fe700289f7a3398be6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_abaef65b9fc2bfc7\n-- problem_id: v2p_n6_c0342244b1c2c642\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_abaef65b9fc2bfc7\\n-- problem_id: v2p_n6_c0342244b1c2c642\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": 0.07692307692307693}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": -0.7892857142857143}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.8703703703703702}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": -0.5655430711610487}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": -0.5655430711610487}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": -0.08203125}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": -0.2024793388429752}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -1.5593220338983051}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -2.0}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": -0.07423580786026202}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": 0.3022222222222222}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": 1.704225352112676}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": -0.3615023474178404}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": 0.4855769230769231}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -1.9320388349514563}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.891304347826087}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": -0.5191256830601093}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": 1.186046511627907}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -3.6036585365853657}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -4.098159509202454}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": 1.2402597402597402}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 4.0}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -3.4}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -5.234375}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": 5.0}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 3.0}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -8.087378640776699}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": 5.013513513513513}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": 7.698630136986301}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -10.23611111111111}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": -3.084507042253521}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 4.183333333333334}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": 1.8245614035087718}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": 5.375}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -17.367346938775512}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -4.340425531914893}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -7.533333333333333}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": -10.414634146341463}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": 8.275}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -11.65}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": -13.692307692307692}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": -9.0}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": -2.6176470588235294}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -4.352941176470588}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": 1.28125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": 1.096774193548387}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -24.22222222222222}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": -5.384615384615385}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -17.2}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -19.4}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 7.49}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e3f58ac4468a59690ca534ca2c5fec8f39ea4517 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.124749+00:00", + "ended_at": "2026-05-04T08:20:40.135103+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_abaef65b9fc2bfc7", + "problem_id": "v2p_n6_c0342244b1c2c642", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=51", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 51, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_abaef65b9fc2bfc7.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_abaef65b9fc2bfc7/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9b8c6544661a84a5dd5bb358e179cf1594afa64e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..c6ec861fa3bad0a7c84e1d4d5583245c45b85e59 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ad820fd16cc7f15d", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10802.57, + "sql_execution_elapsed_ms_total": 2.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ad820fd16cc7f15d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ec35c57db58c201670e8d3709c4437d054427038 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:02.454752+00:00", + "ended_at": "2026-05-04T08:17:13.257392+00:00", + "elapsed_ms": 10802.57, + "prompt_metrics": { + "chars": 8371, + "bytes_utf8": 8371, + "lines": 298, + "estimated_tokens": 2630 + }, + "stdout_metrics": { + "chars": 676, + "bytes_utf8": 676, + "lines": 4, + "estimated_tokens": 191 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13210 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 366, + "bytes_utf8": 366, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..695fb9465e35637cee175b11d4d93b8f86cf65a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X16", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..01ff390d3aaf75fea62279f2dac0904dfcc620dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-ea7f-7553-a8ba-95fad425c658"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X16\\\" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"X16\\\" and threshold 4.0. CAST to REAL ensures numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..2416848d5b809907b5b7ae87ce6b00ba535982b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X16\" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"X16\" and threshold 4.0. CAST to REAL ensures numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..328b8e1a3f416cba11a467ca9fa4049a9eba3fee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:02.647259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:04.964261Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:17:12.507900Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8e86d8561cc84c2ba9d58a2e631bab55739d92d6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16. +Result preview: [{"empirical_cdf_at_threshold": 0.778}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..40e86df464fba8336ef53098d93c7048266f7437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_ad820fd16cc7f15d +-- problem_id: v2p_n6_ea58d15c0ef33cfa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X16" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..32e252d3ad73ec42f617bbae8ea8a0e2a72f3ce6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X16\" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X16\\\" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.778}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.57}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7f7300c3ea8179189d8f559b9b1cc65fa44a55af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:17:02.452013+00:00", + "ended_at": "2026-05-04T08:17:13.288579+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ad820fd16cc7f15d", + "problem_id": "v2p_n6_ea58d15c0ef33cfa", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/1", + "binding_index=127" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ad820fd16cc7f15d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ad820fd16cc7f15d", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 113, + "total_tokens": 22832, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10802.57, + "sql_execution_elapsed_ms_total": 2.57, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ad820fd16cc7f15d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ccfbff13644d2847457158fcc253b662e01b47ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ad820fd16cc7f15d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:17:13.278474+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10802.57, "started_at": "2026-05-04T08:17:02.454752+00:00", "ended_at": "2026-05-04T08:17:13.257392+00:00", "prompt_metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 366, "bytes_utf8": 366, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 113}, "stderr_preview": "2026-05-04T08:17:02.647259Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:04.964261Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e2c2c39a6ada5b61c208942f582cc23dce0abc17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-9e0c-73b1-9f0b-c104ef1da188"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X15\\\". Cast \\\"X15\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":19840,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0f6aa2a0b3f2273aa604632702d1acb5c8e6d428 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Used the planned Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X15\". Cast \"X15\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..670ce671cb77f858f5474fd33e50273e7d5c245c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:40.396784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:42.745195Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:51.104850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8c01297f62ed4ec16d38d18374f80cb3ef4917c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 760}, {"y": "1", "support": 600}, {"y": "3", "support": 558}, {"y": "2", "support": 283}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2719dddd6fd5ece1188887e4fe4dc7cd7a92f274 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_aecadfb0aaf54e52 +-- problem_id: v2p_n6_63845e4446c85c2e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c8bfa8322c3ff53afb12b206fb0b4987b16fef3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X15\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X15\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 760}, {\"y\": \"1\", \"support\": 600}, {\"y\": \"3\", \"support\": 558}, {\"y\": \"2\", \"support\": 283}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..df07ea7fd56699057a82f3793fd148aa5c8b559d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:40:40.161632+00:00", + "ended_at": "2026-05-04T07:40:51.910110+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_aecadfb0aaf54e52", + "problem_id": "v2p_n6_63845e4446c85c2e", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X15", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_aecadfb0aaf54e52.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aecadfb0aaf54e52", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11711.98, + "sql_execution_elapsed_ms_total": 3.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_aecadfb0aaf54e52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fb6e3d6021c418f7e180367bb83124ce3bc66217 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:51.894818+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11711.98, "started_at": "2026-05-04T07:40:40.161632+00:00", "ended_at": "2026-05-04T07:40:51.877224+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 395, "bytes_utf8": 395, "lines": 1, "estimated_tokens": 109}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 186}, "stderr_preview": "2026-05-04T07:40:40.396784Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:42.745195Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Used the planned Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X15\\\". Cast \\\"X15\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9939d7e2d0cc0c12acdf36e3ba8418e44b33feb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aecadfb0aaf54e52/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aecadfb0aaf54e52", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 186, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 109, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11711.98, + "sql_execution_elapsed_ms_total": 3.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_aecadfb0aaf54e52\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..730b5e4a358dd06778453594bcd6e09b99a8d597 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 374}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9552, "bytes_utf8": 9552, "lines": 304, "estimated_tokens": 2978}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 1041, "bytes_utf8": 1041, "lines": 1, "estimated_tokens": 323}, "usage": {"input_tokens": 23069, "cached_input_tokens": 21888, "output_tokens": 483}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..518e25ce60de4513b6c8c12900d75902fc55794f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aef76b1fbeb4e6c0", + "api_calls": 0, + "input_tokens": 45836, + "cached_input_tokens": 41728, + "output_tokens": 857, + "total_tokens": 46693, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5654, + "estimated_output_tokens": 652, + "estimated_total_tokens": 6306, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43909.55, + "sql_execution_elapsed_ms_total": 37.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_aef76b1fbeb4e6c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..73e79401b06381000ea8b26db632fbf134201b2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:10.206751+00:00", + "ended_at": "2026-05-04T08:07:25.594188+00:00", + "elapsed_ms": 15387.31, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1523, + "bytes_utf8": 1523, + "lines": 4, + "estimated_tokens": 530 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13201 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1044, + "bytes_utf8": 1044, + "lines": 1, + "estimated_tokens": 329 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 374 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c12ee1e638fd31f2746b01b988422429de84152 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:25.618164+00:00", + "ended_at": "2026-05-04T08:07:54.140364+00:00", + "elapsed_ms": 28522.24, + "prompt_metrics": { + "chars": 9552, + "bytes_utf8": 9552, + "lines": 304, + "estimated_tokens": 2978 + }, + "stdout_metrics": { + "chars": 1517, + "bytes_utf8": 1517, + "lines": 4, + "estimated_tokens": 522 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13204 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 1041, + "bytes_utf8": 1041, + "lines": 1, + "estimated_tokens": 323 + }, + "usage": { + "input_tokens": 23069, + "cached_input_tokens": 21888, + "output_tokens": 483 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfa07d315eb4f33f7af62427b575ea3c733d074a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..86a185f04cb89d0f6c2a77abbe96a13fc82c6b2a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X4\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ranked\".\"y\",\n \"ranked\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nJOIN \"target_rows\"\n ON \"ranked\".\"y\" = \"target_rows\".\"y\"\n AND \"ranked\".\"rn\" = \"target_rows\".\"target_rn\"\nGROUP BY \"ranked\".\"y\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..79b6449eb475b9851cd720721a87c0300eea191a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df206-e0ff-7d62-a13d-16f3b33434f1"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X4\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ranked\\\".\\\"y\\\",\\n \\\"ranked\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nJOIN \\\"target_rows\\\"\\n ON \\\"ranked\\\".\\\"y\\\" = \\\"target_rows\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = \\\"target_rows\\\".\\\"target_rn\\\"\\nGROUP BY \\\"ranked\\\".\\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile for each \\\"y\\\" group by selecting the value at row number CEIL(0.95 * group_size) after ordering CAST(\\\"X4\\\" AS REAL) within each group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":19840,"output_tokens":374}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eabda39a8e49910d697cdf68ee6226b32165e711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X4\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ranked\".\"y\",\n \"ranked\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nJOIN \"target_rows\"\n ON \"ranked\".\"y\" = \"target_rows\".\"y\"\n AND \"ranked\".\"rn\" = \"target_rows\".\"target_rn\"\nGROUP BY \"ranked\".\"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this approximates the 95th percentile for each \"y\" group by selecting the value at row number CEIL(0.95 * group_size) after ordering CAST(\"X4\" AS REAL) within each group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12f6f6f348b9dc611428f7d6635156a6583a7620 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-1d2e-72f1-aefc-2d277608ee0f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"y\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ranked\\\".\\\"y\\\",\\n \\\"ranked\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nJOIN \\\"targets\\\"\\n ON \\\"ranked\\\".\\\"y\\\" = \\\"targets\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = \\\"targets\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment, while preserving the grouped 95th-percentile lookup for \\\"y\\\" over numeric \\\"X4\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23069,"cached_input_tokens":21888,"output_tokens":483}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f49ed7daf95cdb1f35b60861f400ef1e5c0b6d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"y\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + ((0.95 * \"cnt\") > CAST(0.95 * \"cnt\" AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ranked\".\"y\",\n \"ranked\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nJOIN \"targets\"\n ON \"ranked\".\"y\" = \"targets\".\"y\"\n AND \"ranked\".\"rn\" = \"targets\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment, while preserving the grouped 95th-percentile lookup for \"y\" over numeric \"X4\" values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da3bca32e455214f4cb9ea97c4bde2f704be06b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:10.396216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:12.962284Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:24.786080Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdceae16edf44d137cf8e230dc787cf3daecebd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:25.792010Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:28.240454Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:07:53.504017Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..86b3357bb9f8c357cf1b253833b8d44f0315c173 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4. +Result preview: [{"y": "0", "percentile_measure": 96.0}, {"y": "3", "percentile_measure": 20.0}, {"y": "1", "percentile_measure": 19.0}, {"y": "2", "percentile_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..09a5c99622df9409491ed0745915b3e709f05a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/generated_sql.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_aef76b1fbeb4e6c0 +-- problem_id: v2p_n6_6d5cd4be2cb92f69 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X4" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "ranked"."y", + "ranked"."measure_value" AS "percentile_measure" +FROM "ranked" +JOIN "target_rows" + ON "ranked"."y" = "target_rows"."y" + AND "ranked"."rn" = "target_rows"."target_rn" +GROUP BY "ranked"."y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1cd13ddcf4720b306875fcdf7b513d4678ede00f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X4\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X4\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X4\" IS NOT NULL\n),\n\"targets\" AS (\n SELECT DISTINCT\n \"y\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + ((0.95 * \"cnt\") > CAST(0.95 * \"cnt\" AS INTEGER)) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"ranked\".\"y\",\n \"ranked\".\"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nJOIN \"targets\"\n ON \"ranked\".\"y\" = \"targets\".\"y\"\n AND \"ranked\".\"rn\" = \"targets\".\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X4\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X4\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X4\\\" IS NOT NULL\\n),\\n\\\"targets\\\" AS (\\n SELECT DISTINCT\\n \\\"y\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + ((0.95 * \\\"cnt\\\") > CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ranked\\\".\\\"y\\\",\\n \\\"ranked\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nJOIN \\\"targets\\\"\\n ON \\\"ranked\\\".\\\"y\\\" = \\\"targets\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = \\\"targets\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 96.0}, {\"y\": \"3\", \"percentile_measure\": 20.0}, {\"y\": \"1\", \"percentile_measure\": 19.0}, {\"y\": \"2\", \"percentile_measure\": 9.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..4e208caed1608416f76ad92d499c73b854cdedaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:07:10.204165+00:00", + "ended_at": "2026-05-04T08:07:54.210161+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_aef76b1fbeb4e6c0", + "problem_id": "v2p_n6_6d5cd4be2cb92f69", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X4.", + "bindings": { + "group_col": "y", + "measure_col": "X4", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=99" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_aef76b1fbeb4e6c0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aef76b1fbeb4e6c0", + "api_calls": 0, + "input_tokens": 45836, + "cached_input_tokens": 41728, + "output_tokens": 857, + "total_tokens": 46693, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5654, + "estimated_output_tokens": 652, + "estimated_total_tokens": 6306, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43909.55, + "sql_execution_elapsed_ms_total": 37.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_aef76b1fbeb4e6c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..73b7e6821e38c249a2d552c1bbfa6cba0ae9e906 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:07:25.613205+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15387.31, "started_at": "2026-05-04T08:07:10.206751+00:00", "ended_at": "2026-05-04T08:07:25.594188+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 1044, "bytes_utf8": 1044, "lines": 1, "estimated_tokens": 329}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 374}, "stderr_preview": "2026-05-04T08:07:10.396216Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:12.962284Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER)) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"ranked\\\".\\\"y\\\",\\n \\\"ranked\\\".\\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nJOIN \\\"targets\\\"\\n ON \\\"ranked\\\".\\\"y\\\" = \\\"targets\\\".\\\"y\\\"\\n AND \\\"ranked\\\".\\\"rn\\\" = \\\"targets\\\".\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a boolean increment, while preserving the grouped 95th-percentile looku"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d021e8cbae1ca224c5a368a1fd41d604f541c4ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_aef76b1fbeb4e6c0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_aef76b1fbeb4e6c0", + "api_calls": 0, + "input_tokens": 45836, + "cached_input_tokens": 41728, + "output_tokens": 857, + "total_tokens": 46693, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5654, + "estimated_output_tokens": 652, + "estimated_total_tokens": 6306, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 43909.55, + "sql_execution_elapsed_ms_total": 37.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_aef76b1fbeb4e6c0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b5d43973e90686f79c376cb5dd3dac1628a68ce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..274e7cb26c00669f8a66827a6b553c978ab2e854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_af20d32e49c2f29b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13468.8, + "sql_execution_elapsed_ms_total": 5.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_af20d32e49c2f29b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..e63f95803c9e3a8c8d6936a3305b3ab7d15943f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:58.058865+00:00", + "ended_at": "2026-05-04T07:45:11.515232+00:00", + "elapsed_ms": 13468.8, + "prompt_metrics": { + "chars": 8428, + "bytes_utf8": 8428, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 706, + "bytes_utf8": 706, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13229 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 378, + "bytes_utf8": 378, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..be4ed08f4b35cde394859a682f5d334dc7c8d16f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..edfec36aeeed2eb368badd4812b93356d2ed6f70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-8dee-7672-ada5-fa6f224638c8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the SQLite schema stores it as TEXT while the dataset metadata marks it numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":21888,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de3d9be0e3d8985b8eed52101d26a8e954a44628 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" to REAL because the SQLite schema stores it as TEXT while the dataset metadata marks it numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6dd618ec4ce15550cd3fb8e7bd25b353134e14f4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:58.447019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:03.020542Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:10.574983Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f6297433c2700f4f2e99bb3ed3611f68ab0c222 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "3", "avg_measure": -0.0615}, {"y": "2", "avg_measure": -0.3505}, {"y": "1", "avg_measure": -4.851}, {"y": "0", "avg_measure": -13.868}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c59fac4a2a84bbbe83a503444ad83fa5e8458252 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_af20d32e49c2f29b +-- problem_id: v2p_n6_7f286163825bb3bd +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ae1d5958e35cec7276fd2bf556973f7cd8057852 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X12\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X12\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.0615}, {\"y\": \"2\", \"avg_measure\": -0.3505}, {\"y\": \"1\", \"avg_measure\": -4.851}, {\"y\": \"0\", \"avg_measure\": -13.868}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..56bc828c6a2a8fb8fc682587591484ad854f5865 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:44:58.056244+00:00", + "ended_at": "2026-05-04T07:45:11.563068+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_af20d32e49c2f29b", + "problem_id": "v2p_n6_7f286163825bb3bd", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 12, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=27" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_af20d32e49c2f29b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_af20d32e49c2f29b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 136, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13468.8, + "sql_execution_elapsed_ms_total": 5.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_af20d32e49c2f29b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cae35debb3f5fd91ed1cbba0b45650160f959b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_af20d32e49c2f29b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:11.547012+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13468.8, "started_at": "2026-05-04T07:44:58.058865+00:00", "ended_at": "2026-05-04T07:45:11.515232+00:00", "prompt_metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 378, "bytes_utf8": 378, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:44:58.447019Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:03.020542Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..16c0544dd1c682b86460459ef239ddac96f990ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-438f-7771-a1f5-3fcaaa384bbb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X9\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":130}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0981d5d3b8ff7cc64e00411dab34275ebbe37753 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X9\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9c2d363b3e6dd62e0d3a9e374dde77705ac2b730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:33.858715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:37.046637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:47.209067Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e12ec32df11e927fc4162827999c286429a197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "avg_measure": 6.6325}, {"y": "3", "avg_measure": 0.2275}, {"y": "2", "avg_measure": -0.0985}, {"y": "0", "avg_measure": -13.353}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e52ceaed0f1634ed19ea0f0ebc4cf7711f66a66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_b0950ed01f3d80a8 +-- problem_id: v2p_n6_eba77a725360e4d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X9" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b0aacf899e0d4be52df841e7bc897a8b46b7062a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X9\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X9\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.6325}, {\"y\": \"3\", \"avg_measure\": 0.2275}, {\"y\": \"2\", \"avg_measure\": -0.0985}, {\"y\": \"0\", \"avg_measure\": -13.353}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.17}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..62a99001bcad1297f27edbbaf8659d51864fbc93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:43:31.953051+00:00", + "ended_at": "2026-05-04T07:43:48.102557+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b0950ed01f3d80a8", + "problem_id": "v2p_n6_eba77a725360e4d4", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b0950ed01f3d80a8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b0950ed01f3d80a8", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 130, + "total_tokens": 22859, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 92, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14446.31, + "sql_execution_elapsed_ms_total": 6.17, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b0950ed01f3d80a8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1ae99a31f854d3b10a76c966e52dc5d2a0bc0bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b0950ed01f3d80a8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:48.078393+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14446.31, "started_at": "2026-05-04T07:43:33.537307+00:00", "ended_at": "2026-05-04T07:43:47.986426+00:00", "prompt_metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 337, "bytes_utf8": 337, "lines": 1, "estimated_tokens": 92}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 130}, "stderr_preview": "2026-05-04T07:43:33.858715Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:37.046637Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X2.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X2", + "band_col": "X2", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a6cf4192aea26b87d7306a0866e26326df8e75e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fe-07e8-73a3-a175-638d9190dd16"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X2\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X2\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with \\\"X2\\\" bound as both band_col and measure_col. CAST to REAL was added because the schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":22400,"output_tokens":179}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4cffc1e0a12d39a1e10499e5108f693069c1a236 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X2\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X2\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with \"X2\" bound as both band_col and measure_col. CAST to REAL was added because the schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6d0879b15f7b99fc63f2ddd14eb3ec06a5bc3aee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:30.531272Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:32.923345Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:43.118316Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f03e496f1c615c231d3990e403009e69f2a5610 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X2. +Result preview: [{"band_bucket": "high", "avg_measure": 23.695045871559632}, {"band_bucket": "mid", "avg_measure": -0.009391435011269721}, {"band_bucket": "low", "avg_measure": -31.404133180252582}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..952080d4506009bfde59ea1290cbda100f2added --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_b35295510d191e8d +-- problem_id: v2p_n6_dc28fa98d02d4378 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X2" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X2" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X2" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..08ea4be5b060fac2b00f3045243756bfd62b2909 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X2\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X2\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X2\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X2\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X2\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X2\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 23.695045871559632}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.009391435011269721}, {\"band_bucket\": \"low\", \"avg_measure\": -31.404133180252582}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.45}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0b00391c0f64b6d756a9e9d478a8cbc5df5fea76 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:57:30.352614+00:00", + "ended_at": "2026-05-04T07:57:43.935907+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b35295510d191e8d", + "problem_id": "v2p_n6_dc28fa98d02d4378", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X2.", + "bindings": { + "measure_col": "X2", + "band_col": "X2", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=65" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b35295510d191e8d.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b35295510d191e8d", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 179, + "total_tokens": 23049, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 141, + "estimated_total_tokens": 2920, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13545.98, + "sql_execution_elapsed_ms_total": 5.45, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b35295510d191e8d\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2a8e8080eb69f945da61612ead1f9fb72431fbca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b35295510d191e8d/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:43.920693+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13545.98, "started_at": "2026-05-04T07:57:30.354344+00:00", "ended_at": "2026-05-04T07:57:43.901862+00:00", "prompt_metrics": {"chars": 8868, "bytes_utf8": 8868, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 515, "bytes_utf8": 515, "lines": 1, "estimated_tokens": 141}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 179}, "stderr_preview": "2026-05-04T07:57:30.531272Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:32.923345Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d4671d6b59e867839ce69c01378b93ee70fd7627 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"X9_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X9_value\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1e63cc95132bdf4d82f836ea48d7dd4018b5fd70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-a248-7662-802a-c22b4fbf574c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X9\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X9_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation for \\\"X9\\\" within each \\\"y\\\" group via window functions and CAST(\\\"X9\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":22400,"output_tokens":315}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e0045cd3c9a069659c2e88575d9c9f0646ec3835 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"X9_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X9_value\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a grouped nearest-rank 95th percentile approximation for \"X9\" within each \"y\" group via window functions and CAST(\"X9\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40d028f6b6e2aebbbc250136cb057828376e7fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-df42-7132-9239-e3ecea395154"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X9\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X9_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL() with a SQLite-compatible ceiling expression using CAST(... AS INTEGER) plus a CASE adjustment.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23029,"cached_input_tokens":21888,"output_tokens":395}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..a6b28d48aab453c4926078528af298947f1b1096 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"X9_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X9_value\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL() with a SQLite-compatible ceiling expression using CAST(... AS INTEGER) plus a CASE adjustment."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7a22cbd00b5b65fb8254756960669f7dd592235 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:22.000013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:24.353598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:36.544364Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5e63fa652987e612613883f2b295f3613ad57bb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:37.619172Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:40.217233Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:52.401914Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d033733c7d597b79f9eee6c1566a2cd41e89cc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "percentile_measure": 105.0}, {"y": "1", "percentile_measure": 37.0}, {"y": "2", "percentile_measure": 19.0}, {"y": "3", "percentile_measure": 14.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..d65b32ca10f09b8e917310a50b76ab5136f07dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_b392385b2daf1b82 +-- problem_id: v2p_n6_1496a4f8a6c73cc2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "X9_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X9" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X9" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + "X9_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "X9_value" AS "percentile_measure" +FROM "percentile_pos" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0d05c9d1b19cf999aa1cf8781a96052bbac3b9c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X9\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n \"X9_value\",\n \"rn\",\n \"cnt\",\n CAST(0.95 * \"cnt\" AS INTEGER) + CASE\n WHEN 0.95 * \"cnt\" > CAST(0.95 * \"cnt\" AS INTEGER) THEN 1\n ELSE 0\n END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"X9_value\" AS \"percentile_measure\"\nFROM \"percentile_pos\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X9\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X9\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"X9_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(0.95 * \\\"cnt\\\" AS INTEGER) + CASE\\n WHEN 0.95 * \\\"cnt\\\" > CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 105.0}, {\"y\": \"1\", \"percentile_measure\": 37.0}, {\"y\": \"2\", \"percentile_measure\": 19.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 37.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..17f42f7bc377faefc286c46def987c4d9d928029 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:12:21.823187+00:00", + "ended_at": "2026-05-04T08:12:53.355986+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b392385b2daf1b82", + "problem_id": "v2p_n6_1496a4f8a6c73cc2", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b392385b2daf1b82.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b392385b2daf1b82", + "api_calls": 0, + "input_tokens": 45796, + "cached_input_tokens": 44288, + "output_tokens": 710, + "total_tokens": 46506, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5614, + "estimated_output_tokens": 572, + "estimated_total_tokens": 6186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31438.01, + "sql_execution_elapsed_ms_total": 37.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b392385b2daf1b82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bd0db0b62a43844b0fcac9a292d452d677c4f1ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:12:37.434467+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15590.79, "started_at": "2026-05-04T08:12:21.826573+00:00", "ended_at": "2026-05-04T08:12:37.417645+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 879, "bytes_utf8": 879, "lines": 1, "estimated_tokens": 279}, "usage": {"input_tokens": 22767, "cached_input_tokens": 22400, "output_tokens": 315}, "stderr_preview": "2026-05-04T08:12:22.000013Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:24.353598Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST(0.95 * \\\"cnt\\\" AS INTEGER) THEN 1\\n ELSE 0\\n END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_pos\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL() with a SQLite-compatible ceiling expression using CAST(... AS INTEGER) plus a CASE adjustment.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a3c46da83c1699ad3165c6d77f3010f64e9def9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b392385b2daf1b82/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b392385b2daf1b82", + "api_calls": 0, + "input_tokens": 45796, + "cached_input_tokens": 44288, + "output_tokens": 710, + "total_tokens": 46506, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5614, + "estimated_output_tokens": 572, + "estimated_total_tokens": 6186, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31438.01, + "sql_execution_elapsed_ms_total": 37.36, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b392385b2daf1b82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..8edf8441459a361f8873150d6f19d915f4d2f7e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X11": "1", "support": 415, "avg_response": 0.2216867469879518}, {"X11": "-1", "support": 410, "avg_response": -0.15121951219512195}, {"X11": "-2", "support": 399, "avg_response": -1.6716791979949874}, {"X11": "2", "support": 360, "avg_response": 0.07777777777777778}, {"X11": "-3", "support": 337, "avg_response": -2.14540059347181}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0322156da4e87f542f7217811ae17d192444ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_b6ea15a50862ed7d +-- problem_id: v2p_n6_d9b403dbc83b04e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e23f94a78a2843c94e24e6e411ad8b1db5a3a2b2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_b6ea15a50862ed7d\n-- problem_id: v2p_n6_d9b403dbc83b04e5\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X11\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X11\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_b6ea15a50862ed7d\\n-- problem_id: v2p_n6_d9b403dbc83b04e5\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X11\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X11\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X11\", \"support\", \"avg_response\"], \"rows\": [{\"X11\": \"1\", \"support\": 415, \"avg_response\": 0.2216867469879518}, {\"X11\": \"-1\", \"support\": 410, \"avg_response\": -0.15121951219512195}, {\"X11\": \"-2\", \"support\": 399, \"avg_response\": -1.6716791979949874}, {\"X11\": \"2\", \"support\": 360, \"avg_response\": 0.07777777777777778}, {\"X11\": \"-3\", \"support\": 337, \"avg_response\": -2.14540059347181}, {\"X11\": \"0\", \"support\": 324, \"avg_response\": -1.0308641975308641}, {\"X11\": \"3\", \"support\": 301, \"avg_response\": 1.6378737541528239}, {\"X11\": \"4\", \"support\": 292, \"avg_response\": 0.4212328767123288}, {\"X11\": \"-4\", \"support\": 291, \"avg_response\": -1.859106529209622}, {\"X11\": \"-5\", \"support\": 254, \"avg_response\": -1.795275590551181}, {\"X11\": \"5\", \"support\": 239, \"avg_response\": 0.8493723849372385}, {\"X11\": \"-6\", \"support\": 225, \"avg_response\": -3.9955555555555557}, {\"X11\": \"6\", \"support\": 205, \"avg_response\": 1.2536585365853659}, {\"X11\": \"7\", \"support\": 158, \"avg_response\": 5.025316455696203}, {\"X11\": \"-7\", \"support\": 148, \"avg_response\": -3.891891891891892}, {\"X11\": \"8\", \"support\": 145, \"avg_response\": 1.006896551724138}, {\"X11\": \"-8\", \"support\": 136, \"avg_response\": -2.1176470588235294}, {\"X11\": \"9\", \"support\": 111, \"avg_response\": -1.3333333333333333}, {\"X11\": \"-10\", \"support\": 111, \"avg_response\": -7.792792792792793}, {\"X11\": \"-9\", \"support\": 108, \"avg_response\": -5.925925925925926}, {\"X11\": \"-12\", \"support\": 102, \"avg_response\": -10.617647058823529}, {\"X11\": \"-11\", \"support\": 93, \"avg_response\": -7.139784946236559}, {\"X11\": \"10\", \"support\": 90, \"avg_response\": 2.6333333333333333}, {\"X11\": \"11\", \"support\": 78, \"avg_response\": 1.358974358974359}, {\"X11\": \"-13\", \"support\": 68, \"avg_response\": -3.0441176470588234}, {\"X11\": \"14\", \"support\": 62, \"avg_response\": -3.9516129032258065}, {\"X11\": \"12\", \"support\": 58, \"avg_response\": 4.706896551724138}, {\"X11\": \"-14\", \"support\": 57, \"avg_response\": -4.508771929824562}, {\"X11\": \"13\", \"support\": 47, \"avg_response\": 8.74468085106383}, {\"X11\": \"18\", \"support\": 43, \"avg_response\": 1.744186046511628}, {\"X11\": \"23\", \"support\": 40, \"avg_response\": -1.8}, {\"X11\": \"-16\", \"support\": 40, \"avg_response\": -4.9}, {\"X11\": \"-19\", \"support\": 37, \"avg_response\": -6.054054054054054}, {\"X11\": \"-15\", \"support\": 37, \"avg_response\": -8.135135135135135}, {\"X11\": \"16\", \"support\": 36, \"avg_response\": 7.916666666666667}, {\"X11\": \"-17\", \"support\": 36, \"avg_response\": -0.2222222222222222}, {\"X11\": \"17\", \"support\": 36, \"avg_response\": -2.75}, {\"X11\": \"19\", \"support\": 34, \"avg_response\": -2.0588235294117645}, {\"X11\": \"-21\", \"support\": 33, \"avg_response\": -10.969696969696969}, {\"X11\": \"15\", \"support\": 31, \"avg_response\": -4.580645161290323}, {\"X11\": \"-18\", \"support\": 29, \"avg_response\": 3.6551724137931036}, {\"X11\": \"20\", \"support\": 29, \"avg_response\": 3.2758620689655173}, {\"X11\": \"21\", \"support\": 29, \"avg_response\": -4.827586206896552}, {\"X11\": \"-20\", \"support\": 29, \"avg_response\": -14.620689655172415}, {\"X11\": \"-23\", \"support\": 27, \"avg_response\": -6.185185185185185}, {\"X11\": \"-24\", \"support\": 26, \"avg_response\": -16.96153846153846}, {\"X11\": \"-28\", \"support\": 26, \"avg_response\": -19.384615384615383}, {\"X11\": \"-26\", \"support\": 25, \"avg_response\": -16.36}, {\"X11\": \"-34\", \"support\": 25, \"avg_response\": -24.76}, {\"X11\": \"-30\", \"support\": 22, \"avg_response\": -20.5}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.25}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c301bf9a73aae355072fcefc626b0eecaef87c41 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.913621+00:00", + "ended_at": "2026-05-04T08:20:39.923963+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b6ea15a50862ed7d", + "problem_id": "v2p_n6_d9b403dbc83b04e5", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X11.", + "bindings": { + "key_col": "X11", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=39", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 39, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b6ea15a50862ed7d.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b6ea15a50862ed7d/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..03013fb057da014411578761aaa3b93303d163f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"value_label": "0", "support": 2000, "support_share": 0.25, "cumulative_support": 2000}, {"value_label": "1", "support": 2000, "support_share": 0.25, "cumulative_support": 4000}, {"value_label": "2", "support": 2000, "support_share": 0.25, "cumulative_support": 6000}, {"value_label": "3", "support": 2000, "support_share": 0.25, "cumulative_support": 8000}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..85233b72824ad3d4b36ae57f5a745818c38ae1db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/generated_sql.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n6_b7d6fe042a6126e6 +-- problem_id: v2p_n6_3373bfcad22f2918 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d6eb09149b17424d72fa9f1ad7839cafad1f4d52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: support_rank_profile_consistency\n-- intended_facet_id: support_concentration\n-- variant_semantic_role: ranked_signal_view\n-- template_id: tpl_cardinality_distinct_share_profile\n-- query_record_id: v2q_n6_b7d6fe042a6126e6\n-- problem_id: v2p_n6_3373bfcad22f2918\n-- realization_mode: deterministic\n-- source_kind: deterministic\nWITH grouped AS (\n SELECT \"y\" AS value_label, COUNT(*) AS support\n FROM \"n6\"\n GROUP BY \"y\"\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: support_rank_profile_consistency\\n-- intended_facet_id: support_concentration\\n-- variant_semantic_role: ranked_signal_view\\n-- template_id: tpl_cardinality_distinct_share_profile\\n-- query_record_id: v2q_n6_b7d6fe042a6126e6\\n-- problem_id: v2p_n6_3373bfcad22f2918\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nWITH grouped AS (\\n SELECT \\\"y\\\" AS value_label, COUNT(*) AS support\\n FROM \\\"n6\\\"\\n GROUP BY \\\"y\\\"\\n), ranked AS (\\n SELECT\\n value_label,\\n support,\\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\\n FROM grouped\\n)\\nSELECT *\\nFROM ranked\\nORDER BY support DESC, value_label;\", \"columns\": [\"value_label\", \"support\", \"support_share\", \"cumulative_support\"], \"rows\": [{\"value_label\": \"0\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 2000}, {\"value_label\": \"1\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 4000}, {\"value_label\": \"2\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 6000}, {\"value_label\": \"3\", \"support\": 2000, \"support_share\": 0.25, \"cumulative_support\": 8000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5b7489d38ec2f8d9945a9e27920c4c7992fe78bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/run_manifest.json @@ -0,0 +1,57 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.412853+00:00", + "ended_at": "2026-05-04T08:20:39.420340+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b7d6fe042a6126e6", + "problem_id": "v2p_n6_3373bfcad22f2918", + "dataset_id": "n6", + "template_id": "tpl_cardinality_distinct_share_profile", + "template_name": "Cardinality Distinct Share Profile", + "family_id": "cardinality_structure", + "canonical_subitem_id": "support_rank_profile_consistency", + "intended_facet_id": "support_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template Cardinality Distinct Share Profile to probe support_rank_profile_consistency with semantic role ranked_signal_view. Focus on group_col=y.", + "bindings": { + "group_col": "y" + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "WITH grouped AS (\n SELECT {group_col} AS value_label, COUNT(*) AS support\n FROM {table}\n GROUP BY {group_col}\n), ranked AS (\n SELECT\n value_label,\n support,\n CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share,\n SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support\n FROM grouped\n)\nSELECT *\nFROM ranked\nORDER BY support DESC, value_label;", + "notes": [ + "default_facets=support_concentration,value_imbalance_profile", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b7d6fe042a6126e6.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b7d6fe042a6126e6/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e4acb2e9312a6ac7a591146cdc7fc49be0828190 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..62b9c2dfc80a1002b9433c317199e147ce930d86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b821742015dc68a4", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.47, + "sql_execution_elapsed_ms_total": 4.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b821742015dc68a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a7f6b9a42a3922735c825ed5dc4f245981e123f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:47:15.448806+00:00", + "ended_at": "2026-05-04T07:47:26.889868+00:00", + "elapsed_ms": 11440.47, + "prompt_metrics": { + "chars": 8431, + "bytes_utf8": 8431, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 4, + "estimated_tokens": 202 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13253 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 346, + "bytes_utf8": 346, + "lines": 1, + "estimated_tokens": 94 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 135 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f42092692a506377929ece5e9f987b1237c592f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..518c3c6e9f01d98e3b563d6b8816c25398d0861d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-a60a-7490-b5ec-6b020ab57525"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned template with group_col=\\\"y\\\" and measure_col=\\\"X16\\\". CAST(\\\"X16\\\" AS REAL) is needed because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":135}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa64b68a5f896924062536ca356f644d58aeabc6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X16\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned template with group_col=\"y\" and measure_col=\"X16\". CAST(\"X16\" AS REAL) is needed because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4f19cedccb220216518edf698ad9fd349cb630c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:15.651241Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:18.420065Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:26.068664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..73affc005ea411c0d1b49310461e4068b4989246 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16. +Result preview: [{"y": "2", "avg_measure": 0.0355}, {"y": "3", "avg_measure": -0.048}, {"y": "1", "avg_measure": -1.6125}, {"y": "0", "avg_measure": -14.83}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b5341e5ddcde26d3e30b44fd2ff404c60e6b4dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_b821742015dc68a4 +-- problem_id: v2p_n6_690c406209b6d1e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X16" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b7cb41d4d12556d0e08390f69a53d43edfef07af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X16\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X16\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": 0.0355}, {\"y\": \"3\", \"avg_measure\": -0.048}, {\"y\": \"1\", \"avg_measure\": -1.6125}, {\"y\": \"0\", \"avg_measure\": -14.83}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..55f4e35ecb7956ce7af3680d91ef57f1f66c44a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:47:15.442854+00:00", + "ended_at": "2026-05-04T07:47:26.919405+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b821742015dc68a4", + "problem_id": "v2p_n6_690c406209b6d1e9", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X16.", + "bindings": { + "group_col": "y", + "measure_col": "X16", + "top_k": 16, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 2.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=31" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b821742015dc68a4.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b821742015dc68a4", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 135, + "total_tokens": 22864, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11440.47, + "sql_execution_elapsed_ms_total": 4.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b821742015dc68a4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc104aad7455245b82775f9fb7f743b4ae2a35e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b821742015dc68a4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:26.907187+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11440.47, "started_at": "2026-05-04T07:47:15.448806+00:00", "ended_at": "2026-05-04T07:47:26.889868+00:00", "prompt_metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 346, "bytes_utf8": 346, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 135}, "stderr_preview": "2026-05-04T07:47:15.651241Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:18.420065Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e9c3067912049eeccc50155295fa11a8a4f15f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-3717-78f3-985c-7d5bead9bbc4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate on \\\"X14\\\". CAST(\\\"X14\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":19840,"output_tokens":177}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cf1f08b0cf2140fc878ee1a344043c3d2480fb46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Used the provided template with group_col bound to \"y\" and predicate on \"X14\". CAST(\"X14\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5bf6cc2b53c848a3108c372099aca06d4143c3e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:14.062470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:16.557141Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:26.067128Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e968ce7d54a65cfea8552593937afc2228ae3eab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 719}, {"y": "1", "support": 663}, {"y": "3", "support": 361}, {"y": "2", "support": 283}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..19fbc743a303f1173d8700f38154d6b5c29264a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_b86c0119264aa9b4 +-- problem_id: v2p_n6_7f347933dbf65778 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0cd6c2a9d65d672562a6429aaed7371662d26f06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X14\" AS REAL) >= 9.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X14\\\" AS REAL) >= 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 719}, {\"y\": \"1\", \"support\": 663}, {\"y\": \"3\", \"support\": 361}, {\"y\": \"2\", \"support\": 283}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..87105929b7bbff1978a306fe0944fcfb84dcc05c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:40:13.827764+00:00", + "ended_at": "2026-05-04T07:40:27.131737+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b86c0119264aa9b4", + "problem_id": "v2p_n6_7f347933dbf65778", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X14", + "predicate_op": ">=", + "predicate_value": 9.0, + "top_k": 13, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=13" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b86c0119264aa9b4.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b86c0119264aa9b4", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13269.15, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b86c0119264aa9b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d546402619f974493e833c322ad86ddfb91cacc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:27.120743+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13269.15, "started_at": "2026-05-04T07:40:13.831332+00:00", "ended_at": "2026-05-04T07:40:27.100634+00:00", "prompt_metrics": {"chars": 8611, "bytes_utf8": 8611, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 177}, "stderr_preview": "2026-05-04T07:40:14.062470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:16.557141Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 9.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate on \\\"X14\\\". CAST(\\\"X14\\\" AS REAL) ensures numeric comparison because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8bfac649ce7b101c6397c07184d455b5ad0d459c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b86c0119264aa9b4/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b86c0119264aa9b4", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 177, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2795, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13269.15, + "sql_execution_elapsed_ms_total": 3.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b86c0119264aa9b4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..439a6cacf3bd6ce19ca020f1808215f2defbe8eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9011, "bytes_utf8": 9011, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 620, "bytes_utf8": 620, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8227d4f6bb5ccfc08a6ebac3394d9fdcf87d70fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b93cde50bca3ca82", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15025.0, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b93cde50bca3ca82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..903bf2a3a22345bb9d185a143d56bb453bd86a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:21.171645+00:00", + "ended_at": "2026-05-04T07:59:36.196680+00:00", + "elapsed_ms": 15025.0, + "prompt_metrics": { + "chars": 9011, + "bytes_utf8": 9011, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 958, + "bytes_utf8": 958, + "lines": 4, + "estimated_tokens": 291 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13221 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 620, + "bytes_utf8": 620, + "lines": 1, + "estimated_tokens": 175 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 217 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5906ef5b139cbf15bedf8ec4128723981e0fd465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X11", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cbfb9597e0eeaa54cfcc96157d505b936ecdaf5e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-b8ca-7f21-a6ed-9abc9170988e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X11\\\" AS REAL) AS \\\"X11\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X11\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the required template with measure_col and predicate_col both bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the SQLite schema stores it as TEXT while the task treats it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":21888,"output_tokens":217}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5d6d1483be41fc071758a325f92800a19b99b21f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X11\" AS REAL) AS \"X11\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X11\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X11\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X11\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Applied the required template with measure_col and predicate_col both bound to \"X11\". Cast \"X11\" to REAL because the SQLite schema stores it as TEXT while the task treats it as numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..577fe4a10c7b9d82429b541399ed38ff42ddcb87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:21.362682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:23.711570Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:35.471138Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..94945700bc97457b85e7ba059b7890254da5605d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11. +Result preview: [{"median_measure": 13.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..295c7fcb985b0f8ed8693e9b39d49b79482758f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_b93cde50bca3ca82 +-- problem_id: v2p_n6_8fcfb8749552ffbe +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X11" AS REAL) AS "X11", + ROW_NUMBER() OVER (ORDER BY CAST("X11" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X11" AS REAL) >= 5.0 +) +SELECT AVG("X11") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c092d1bcec03cf98c1e002aeadf23db217a47698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X11\" AS REAL) AS \"X11\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X11\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X11\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X11\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X11\\\" AS REAL) AS \\\"X11\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X11\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 13.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91326d312761cf150f18c51ef52af7d8db3f8217 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:59:21.169318+00:00", + "ended_at": "2026-05-04T07:59:36.229117+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b93cde50bca3ca82", + "problem_id": "v2p_n6_8fcfb8749552ffbe", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=74" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b93cde50bca3ca82.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b93cde50bca3ca82", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15025.0, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b93cde50bca3ca82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..64e9824c51b52fed9d5af4a1440c54e567018a58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:36.214452+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15025.0, "started_at": "2026-05-04T07:59:21.171645+00:00", "ended_at": "2026-05-04T07:59:36.196680+00:00", "prompt_metrics": {"chars": 9011, "bytes_utf8": 9011, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 620, "bytes_utf8": 620, "lines": 1, "estimated_tokens": 175}, "usage": {"input_tokens": 22887, "cached_input_tokens": 21888, "output_tokens": 217}, "stderr_preview": "2026-05-04T07:59:21.362682Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:23.711570Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\n)\\nSELECT AVG(\\\"X11\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Applied the required template with measure_col and predicate_col both bound to \\\"X11\\\". Cast \\\"X11\\\" to REAL because the SQLite schema stores it as TEXT while the task treats it as numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..19cdfef3b496f780d6156fb5fa28bc78f9565967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b93cde50bca3ca82/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b93cde50bca3ca82", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 21888, + "output_tokens": 217, + "total_tokens": 23104, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 175, + "estimated_total_tokens": 2971, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15025.0, + "sql_execution_elapsed_ms_total": 7.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b93cde50bca3ca82\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..71b2a563b80fb8ab45f24f3ede06599444199669 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b8e22701242acd09c035f5dd92edca627094d4be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b996469be26ce28c", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 23030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17534.18, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b996469be26ce28c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..714fd856cf60126d98185191a4e331e2e9239ecf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:56:03.307935+00:00", + "ended_at": "2026-05-04T07:56:20.842372+00:00", + "elapsed_ms": 17534.18, + "prompt_metrics": { + "chars": 8871, + "bytes_utf8": 8871, + "lines": 304, + "estimated_tokens": 2779 + }, + "stdout_metrics": { + "chars": 857, + "bytes_utf8": 857, + "lines": 4, + "estimated_tokens": 257 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13212 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 528, + "bytes_utf8": 528, + "lines": 1, + "estimated_tokens": 144 + }, + "usage": { + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 160 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ce1b2867c5553964a45d55ea4169dfcea59e018a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X14", + "band_col": "X14", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..49955b5d2eccb7f9c687c27a7d818a75ed438631 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-b3de-7222-8ba2-1b67a9e38e95"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X14\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X14\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required template with \\\"X14\\\" bound as both the band and measure column. Cast \\\"X14\\\" from TEXT to REAL for correct numeric comparison and averaging in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":19840,"output_tokens":160}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ab7bf2dae738c9e78163b12b7dc2bcdf15a3193 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X14\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X14\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;","notes":"Used the required template with \"X14\" bound as both the band and measure column. Cast \"X14\" from TEXT to REAL for correct numeric comparison and averaging in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccf6274b394371f6df743006bb862bec3c859997 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:03.478694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:05.795660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:20.052202Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..555d906419ef66126334881f8d1d5c732ea4db4e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14. +Result preview: [{"band_bucket": "high", "avg_measure": 23.102977232924694}, {"band_bucket": "mid", "avg_measure": -0.5793401413982718}, {"band_bucket": "low", "avg_measure": -33.77106579453636}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1efa21a99e11e3df1d8904ee1a295f0b8cf697a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_b996469be26ce28c +-- problem_id: v2p_n6_a403f1c03d1d2aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X14" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X14" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dc2efab9db6c6c29dc20eff6e1c2d1f801bfc104 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X14\" AS REAL) < -5.0 THEN 'low'\n WHEN CAST(\"X14\" AS REAL) < 5.0 THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X14\\\" AS REAL) < -5.0 THEN 'low'\\n WHEN CAST(\\\"X14\\\" AS REAL) < 5.0 THEN 'mid'\\n ELSE 'high'\\n END AS band_bucket,\\n AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY band_bucket\\nORDER BY avg_measure DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 23.102977232924694}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.5793401413982718}, {\"band_bucket\": \"low\", \"avg_measure\": -33.77106579453636}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.65}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff07c81e53d667e70111be3601f044959e42118c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:56:03.303828+00:00", + "ended_at": "2026-05-04T07:56:20.873047+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b996469be26ce28c", + "problem_id": "v2p_n6_a403f1c03d1d2aa5", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "band_col": "X14", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=61" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b996469be26ce28c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b996469be26ce28c", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 19840, + "output_tokens": 160, + "total_tokens": 23030, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 144, + "estimated_total_tokens": 2923, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17534.18, + "sql_execution_elapsed_ms_total": 5.65, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b996469be26ce28c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c62194da888ab907a1a35b231071edfed9d26f0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b996469be26ce28c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:56:20.860141+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17534.18, "started_at": "2026-05-04T07:56:03.307935+00:00", "ended_at": "2026-05-04T07:56:20.842372+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 528, "bytes_utf8": 528, "lines": 1, "estimated_tokens": 144}, "usage": {"input_tokens": 22870, "cached_input_tokens": 19840, "output_tokens": 160}, "stderr_preview": "2026-05-04T07:56:03.478694Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:05.795660Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbff190fba3f0239a55629e804b2f9487bbdc592 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fc-153e-7b91-83bf-ccf2d9525a65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X10\\\", predicate_col=\\\"X11\\\", predicate_op=\\\">=\\\", predicate_value=5.0, top_k=17. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":22400,"output_tokens":153}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4bcfabe54b7d6703043dabff715b1c6709fa2ac2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"y\", measure_col=\"X10\", predicate_col=\"X11\", predicate_op=\">=\", predicate_value=5.0, top_k=17. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a239fddb0c8d03b215d38058f9d812ae25040ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:55:22.859952Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:55:25.245500Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:55:35.850593Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a702c10bb898a38536b742b4f3abfff1d9898783 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "0", "total_measure": 39766.0}, {"y": "1", "total_measure": 8187.0}, {"y": "3", "total_measure": 3446.0}, {"y": "2", "total_measure": 839.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..c60412359aeabb06de6541d06d5cad0fcf3f64e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_b9f0c7be9dea1dc1 +-- problem_id: v2p_n6_599090d970a8c5c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b73330c3895b73ffeffdb8239334fd85d80108c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X10\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X10\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 39766.0}, {\"y\": \"1\", \"total_measure\": 8187.0}, {\"y\": \"3\", \"total_measure\": 3446.0}, {\"y\": \"2\", \"total_measure\": 839.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dec2095283fc7a338eb586414dfab1b4a0e3f78b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:55:22.692646+00:00", + "ended_at": "2026-05-04T07:55:36.751799+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_b9f0c7be9dea1dc1", + "problem_id": "v2p_n6_599090d970a8c5c4", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "predicate_col": "X11", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=10", + "sql_variant_index=2/2", + "binding_index=57" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 10, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_b9f0c7be9dea1dc1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b9f0c7be9dea1dc1", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14020.02, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b9f0c7be9dea1dc1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e8928ae5e6fec5b6a37980d5c9e993c2f554c487 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:55:36.740341+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14020.02, "started_at": "2026-05-04T07:55:22.695782+00:00", "ended_at": "2026-05-04T07:55:36.715834+00:00", "prompt_metrics": {"chars": 8697, "bytes_utf8": 8697, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 493, "bytes_utf8": 493, "lines": 1, "estimated_tokens": 137}, "usage": {"input_tokens": 22808, "cached_input_tokens": 22400, "output_tokens": 153}, "stderr_preview": "2026-05-04T07:55:22.859952Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:55:25.245500Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X10\\\", predicate_col=\\\"X11\\\", predicate_op=\\\">=\\\", predicate_value=5.0, top_k=17. Cast TEXT feature columns to REAL for SQLite numeric aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..5ea08462970e7a45df71fe7e092a8d4d9eb7710c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_b9f0c7be9dea1dc1/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_b9f0c7be9dea1dc1", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 22400, + "output_tokens": 153, + "total_tokens": 22961, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 137, + "estimated_total_tokens": 2856, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14020.02, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_b9f0c7be9dea1dc1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfbc1c51ea7d8134479eecce7f5cc9f5bd746054 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 941, "bytes_utf8": 941, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 344}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9447, "bytes_utf8": 9447, "lines": 304, "estimated_tokens": 2940}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 975, "bytes_utf8": 975, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 23031, "cached_input_tokens": 21888, "output_tokens": 371}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ae6c9ea8c27193e212cb24a3df922b0e69b687dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bc0295444b81db5c", + "api_calls": 0, + "input_tokens": 45798, + "cached_input_tokens": 43776, + "output_tokens": 715, + "total_tokens": 46513, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5616, + "estimated_output_tokens": 583, + "estimated_total_tokens": 6199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33079.14, + "sql_execution_elapsed_ms_total": 34.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_bc0295444b81db5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..47636c7ebe2a2a49ca4f8575b5ec770431658e6b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:48.657120+00:00", + "ended_at": "2026-05-04T08:12:05.137313+00:00", + "elapsed_ms": 16479.95, + "prompt_metrics": { + "chars": 8600, + "bytes_utf8": 8600, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1373, + "bytes_utf8": 1373, + "lines": 4, + "estimated_tokens": 456 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13218 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 941, + "bytes_utf8": 941, + "lines": 1, + "estimated_tokens": 286 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 344 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f08406529c9f458385b1225ad3261ef03eaec938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:12:05.160272+00:00", + "ended_at": "2026-05-04T08:12:21.759799+00:00", + "elapsed_ms": 16599.19, + "prompt_metrics": { + "chars": 9447, + "bytes_utf8": 9447, + "lines": 304, + "estimated_tokens": 2940 + }, + "stdout_metrics": { + "chars": 1423, + "bytes_utf8": 1423, + "lines": 4, + "estimated_tokens": 472 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 975, + "bytes_utf8": 975, + "lines": 1, + "estimated_tokens": 297 + }, + "usage": { + "input_tokens": 23031, + "cached_input_tokens": 21888, + "output_tokens": 371 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ba8e037e467fa45c913421d6cbcd1807ffbf0d83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8607cda54190f72602f0fd1adb91c261081bf9f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b49a8d1af7f72b0943d081ac670c95a7ea6666e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-20cb-78d2-9396-a53c13a8fd84"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by selecting the value at row number CEIL(0.95 * group_size) within each y group after ordering X8 numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":344}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..29ac6484905724ab43cdb51d868a3f9d4d684627 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST(CEIL(0.95 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function approximation of the 95th percentile by selecting the value at row number CEIL(0.95 * group_size) within each y group after ordering X8 numerically."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fed548bda0d8758c20e3c82e4849f959fdadb2c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20b-612c-7651-a65f-64106441d058"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouping on \\\"y\\\" and percentile target over numeric \\\"X8\\\" values.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23031,"cached_input_tokens":21888,"output_tokens":371}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..201681d06079948d4081ea5148265902b4bba878 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1 ELSE 0 END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouping on \"y\" and percentile target over numeric \"X8\" values."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..689c09b0165e98c46b97d33c9875cd102137e0ab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:48.862935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:51.205250Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:04.396447Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7d250df7c41f3ec494f5bc9642e38980b9e87822 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:05.355639Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:07.839876Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:12:20.947406Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f2107ffd04e77d33f3d7752f9d6f9c172083b54b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "percentile_measure": 103.0}, {"y": "3", "percentile_measure": 19.0}, {"y": "1", "percentile_measure": 12.0}, {"y": "2", "percentile_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28e2acc6152e57167e02fe01220274fafc857004 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/generated_sql.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_bc0295444b81db5c +-- problem_id: v2p_n6_aacbb6f08fc14ea6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2b7a22d8aeea282b9c791672cb65f5ba513e03c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X8\" IS NOT NULL\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\",\n \"rn\",\n \"cnt\",\n CAST((0.95 * \"cnt\") AS INTEGER) + CASE WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1 ELSE 0 END AS \"target_rn\"\n FROM \"ranked\"\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nWHERE \"rn\" = \"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X8\\\" IS NOT NULL\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) + CASE WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 103.0}, {\"y\": \"3\", \"percentile_measure\": 19.0}, {\"y\": \"1\", \"percentile_measure\": 12.0}, {\"y\": \"2\", \"percentile_measure\": 7.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..2246962ab0453b4d135e62667bae09e93df4b439 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:11:48.654641+00:00", + "ended_at": "2026-05-04T08:12:21.820679+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_bc0295444b81db5c", + "problem_id": "v2p_n6_aacbb6f08fc14ea6", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_bc0295444b81db5c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bc0295444b81db5c", + "api_calls": 0, + "input_tokens": 45798, + "cached_input_tokens": 43776, + "output_tokens": 715, + "total_tokens": 46513, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5616, + "estimated_output_tokens": 583, + "estimated_total_tokens": 6199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33079.14, + "sql_execution_elapsed_ms_total": 34.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_bc0295444b81db5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..389e48d28ab67f09c7d73148db74f4902f6637bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:12:05.157529+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16479.95, "started_at": "2026-05-04T08:11:48.657120+00:00", "ended_at": "2026-05-04T08:12:05.137313+00:00", "prompt_metrics": {"chars": 8600, "bytes_utf8": 8600, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 941, "bytes_utf8": 941, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 344}, "stderr_preview": "2026-05-04T08:11:48.862935Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:51.205250Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1 ELSE 0 END AS \\\"target_rn\\\"\\n FROM \\\"ranked\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nWHERE \\\"rn\\\" = \\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with a CASE-based ceiling expression while preserving the planned grouping on \\\"y\\\" and percentile target over numeric \\\"X8\\\" values.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..2db1be5e8eec02aa8cf6fcf20314dcc6e1e00cd5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_bc0295444b81db5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_bc0295444b81db5c", + "api_calls": 0, + "input_tokens": 45798, + "cached_input_tokens": 43776, + "output_tokens": 715, + "total_tokens": 46513, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5616, + "estimated_output_tokens": 583, + "estimated_total_tokens": 6199, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 33079.14, + "sql_execution_elapsed_ms_total": 34.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_bc0295444b81db5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ddc93e144a6771b3fbc3984fd0b5e1bcdaf04ee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..36bafe7894f713a325d1b78343c4ca71fdedf1d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_befc0e9138ac4033", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.04, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_befc0e9138ac4033\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a0065854cdf3766a6f3b16ea4898bb4e2884f1c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:15.474799+00:00", + "ended_at": "2026-05-04T08:16:27.407775+00:00", + "elapsed_ms": 11933.04, + "prompt_metrics": { + "chars": 8371, + "bytes_utf8": 8371, + "lines": 298, + "estimated_tokens": 2630 + }, + "stdout_metrics": { + "chars": 690, + "bytes_utf8": 690, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13237 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 376, + "bytes_utf8": 376, + "lines": 1, + "estimated_tokens": 103 + }, + "usage": { + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 119 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b9d2916f5fcb1240249f567dffcf78289b42897d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X12.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b94928d215713433190414110c9c5d0cec407e81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-32f3-7753-8c33-2c8b6cac0383"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X12\\\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\",\"notes\":\"Applied the planned Threshold Rarity CDF template with measure_col bound to \\\"X12\\\" and measure_threshold fixed at 7.0. CAST to REAL is used because the SQLite schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":119}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4275dba3b0bcf0ab7fc7e29ab0e121bfbba57cf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X12\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";","notes":"Applied the planned Threshold Rarity CDF template with measure_col bound to \"X12\" and measure_threshold fixed at 7.0. CAST to REAL is used because the SQLite schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d88431ce2c3f3873fd4d635e61ae2e2a9d521ef6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:15.649086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:17.954597Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:26.559709Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7774de212c281a50f9ae33b8f0745556fa12012c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X12. +Result preview: [{"empirical_cdf_at_threshold": 0.768125}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..926120a21aac4677c1103ff30b1903fa3428dc87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_befc0e9138ac4033 +-- problem_id: v2p_n6_747907077deecbf0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X12" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..425246c2a13cd1cd3b702b6bb008b8920b25b2c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X12\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X12\\\" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.768125}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.19}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fdb1b44980710a03c09a3cba2bd6f49d6df13dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:16:15.470640+00:00", + "ended_at": "2026-05-04T08:16:27.458366+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_befc0e9138ac4033", + "problem_id": "v2p_n6_747907077deecbf0", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=123" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_befc0e9138ac4033.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_befc0e9138ac4033", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 119, + "total_tokens": 22838, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 103, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11933.04, + "sql_execution_elapsed_ms_total": 5.19, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_befc0e9138ac4033\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2ca1fd75202b3d22db8300efdc124ae03a8121e1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_befc0e9138ac4033/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:27.438317+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11933.04, "started_at": "2026-05-04T08:16:15.474799+00:00", "ended_at": "2026-05-04T08:16:27.407775+00:00", "prompt_metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 376, "bytes_utf8": 376, "lines": 1, "estimated_tokens": 103}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 119}, "stderr_preview": "2026-05-04T08:16:15.649086Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:17.954597Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..117f2d860b332e7a135391fb3bfc31dda3e9d7ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-3db2-76f1-a67f-e7681dfb5305"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X8\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Cast \\\"X8\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d5564609a4571d576802c880f6afa95554323690 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X8\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X8\". Cast \"X8\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02542bc0c2ea5ebdeb97775cc8e15d97a5e35506 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:00.030504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:02.714618Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:11.976236Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..ac207640f1c377dfda5b9aef2adc03ac0c6d26ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "2", "avg_measure": -0.213}, {"y": "3", "avg_measure": -0.226}, {"y": "1", "avg_measure": -0.7625}, {"y": "0", "avg_measure": -12.593}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00f46908ff2320affe07de474affe70c8ccacdee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c05a94af874cbfc4 +-- problem_id: v2p_n6_79ba19fd6b177573 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X8" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f47148cef8f4651acfe460ffd7849757f9688421 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X8\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X8\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": -0.213}, {\"y\": \"3\", \"avg_measure\": -0.226}, {\"y\": \"1\", \"avg_measure\": -0.7625}, {\"y\": \"0\", \"avg_measure\": -12.593}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a138377b2913487a35bc71c66507bb43e259f450 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:48:59.822917+00:00", + "ended_at": "2026-05-04T07:49:12.593310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c05a94af874cbfc4", + "problem_id": "v2p_n6_79ba19fd6b177573", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c05a94af874cbfc4.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c05a94af874cbfc4", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12718.14, + "sql_execution_elapsed_ms_total": 20.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c05a94af874cbfc4\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..245322c90feefc29d50a39659225fece8b5c66ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c05a94af874cbfc4/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:12.563793+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12718.14, "started_at": "2026-05-04T07:48:59.827378+00:00", "ended_at": "2026-05-04T07:49:12.545400+00:00", "prompt_metrics": {"chars": 8500, "bytes_utf8": 8500, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 391, "bytes_utf8": 391, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22739, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:49:00.030504Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:02.714618Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_quantile_tail_slice", + "bindings": { + "measure_col": "X1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b10b2c283b1e0b9f8e234702eb317d4cdef3002 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20d-e4ab-7bc0-bcd5-cbda65d68e6f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X1\\\" AS REAL) AS \\\"X1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X1\\\" DESC;\",\"notes\":\"Used the required Quantile Tail Slice template with measure_col bound to \\\"X1\\\". Cast \\\"X1\\\" to REAL because the schema stores it as TEXT, and numeric ordering is needed for SQLite NTILE and DESC sorting.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22785,"cached_input_tokens":21888,"output_tokens":171}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d8e1086235703cab3997d060205ddc2c403db18 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X1\" AS REAL) AS \"X1\",\n NTILE(10) OVER (ORDER BY CAST(\"X1\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X1\" DESC;","notes":"Used the required Quantile Tail Slice template with measure_col bound to \"X1\". Cast \"X1\" to REAL because the schema stores it as TEXT, and numeric ordering is needed for SQLite NTILE and DESC sorting."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5175766e0ed3630c21e1ce2e55a044c3736514f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:14:50.100853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:14:52.385388Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:03.674879Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d03017cfdec1d991693ab499b618f7e83048c6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1. +Result preview: [{"X1": 252.0}, {"X1": 244.0}, {"X1": 239.0}, {"X1": 233.0}, {"X1": 210.0}] Results were truncated. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c71e7197cac0732bd13c8db26a5c4e6b574c036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_c0733a506cc8483a +-- problem_id: v2p_n6_5f96c5ba29c30aad +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X1" AS REAL) AS "X1", + NTILE(10) OVER (ORDER BY CAST("X1" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X1" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X1" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3dea144cb6b47c7e606a726f003735571f7c0877 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_quantile_tail_slice\nWITH buckets AS (\n SELECT CAST(\"X1\" AS REAL) AS \"X1\",\n NTILE(10) OVER (ORDER BY CAST(\"X1\" AS REAL) DESC) AS tail_bucket\n FROM \"n6\"\n)\nSELECT \"X1\"\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY \"X1\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_quantile_tail_slice\\nWITH buckets AS (\\n SELECT CAST(\\\"X1\\\" AS REAL) AS \\\"X1\\\",\\n NTILE(10) OVER (ORDER BY CAST(\\\"X1\\\" AS REAL) DESC) AS tail_bucket\\n FROM \\\"n6\\\"\\n)\\nSELECT \\\"X1\\\"\\nFROM buckets\\nWHERE tail_bucket = 1\\nORDER BY \\\"X1\\\" DESC;\", \"columns\": [\"X1\"], \"rows\": [{\"X1\": 252.0}, {\"X1\": 244.0}, {\"X1\": 239.0}, {\"X1\": 233.0}, {\"X1\": 210.0}, {\"X1\": 201.0}, {\"X1\": 201.0}, {\"X1\": 198.0}, {\"X1\": 193.0}, {\"X1\": 187.0}, {\"X1\": 185.0}, {\"X1\": 179.0}, {\"X1\": 174.0}, {\"X1\": 166.0}, {\"X1\": 166.0}, {\"X1\": 162.0}, {\"X1\": 162.0}, {\"X1\": 160.0}, {\"X1\": 151.0}, {\"X1\": 151.0}, {\"X1\": 145.0}, {\"X1\": 144.0}, {\"X1\": 142.0}, {\"X1\": 141.0}, {\"X1\": 140.0}, {\"X1\": 138.0}, {\"X1\": 138.0}, {\"X1\": 138.0}, {\"X1\": 137.0}, {\"X1\": 136.0}, {\"X1\": 134.0}, {\"X1\": 134.0}, {\"X1\": 134.0}, {\"X1\": 133.0}, {\"X1\": 133.0}, {\"X1\": 133.0}, {\"X1\": 131.0}, {\"X1\": 130.0}, {\"X1\": 129.0}, {\"X1\": 129.0}, {\"X1\": 128.0}, {\"X1\": 127.0}, {\"X1\": 126.0}, {\"X1\": 125.0}, {\"X1\": 125.0}, {\"X1\": 124.0}, {\"X1\": 124.0}, {\"X1\": 123.0}, {\"X1\": 123.0}, {\"X1\": 123.0}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 18.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..42d516515c7b58d8db1c0cfa2af327f5d51e3d1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:14:49.904810+00:00", + "ended_at": "2026-05-04T08:15:04.591568+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c0733a506cc8483a", + "problem_id": "v2p_n6_5f96c5ba29c30aad", + "dataset_id": "n6", + "template_id": "tpl_m4_quantile_tail_slice", + "template_name": "Quantile Tail Slice", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Quantile Tail Slice to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH buckets AS (\n SELECT {measure_col},\n NTILE({num_tiles}) OVER (ORDER BY {measure_col} DESC) AS tail_bucket\n FROM {table}\n)\nSELECT {measure_col}\nFROM buckets\nWHERE tail_bucket = 1\nORDER BY {measure_col} DESC;", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=112" + ], + "template_selection_mode": "cli", + "selected_template_rank": 10, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c0733a506cc8483a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c0733a506cc8483a", + "api_calls": 0, + "input_tokens": 22785, + "cached_input_tokens": 21888, + "output_tokens": 171, + "total_tokens": 22956, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2694, + "estimated_output_tokens": 143, + "estimated_total_tokens": 2837, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14640.53, + "sql_execution_elapsed_ms_total": 18.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c0733a506cc8483a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b4446a086c45e56ddaf82afb2a3bfc22ec37eac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c0733a506cc8483a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:04.564979+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14640.53, "started_at": "2026-05-04T08:14:49.907003+00:00", "ended_at": "2026-05-04T08:15:04.547668+00:00", "prompt_metrics": {"chars": 8604, "bytes_utf8": 8604, "lines": 298, "estimated_tokens": 2694}, "response_metrics": {"chars": 504, "bytes_utf8": 504, "lines": 1, "estimated_tokens": 143}, "usage": {"input_tokens": 22785, "cached_input_tokens": 21888, "output_tokens": 171}, "stderr_preview": "2026-05-04T08:14:50.100853Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:14:52.385388Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e94af2eedb8619394019d89005e80180ff74a545 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20e-b519-7df0-8c4d-d72a5c00b349"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X9\\\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"X9\\\" and threshold 8.0. Casted \\\"X9\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..282844f2ee8435c15e142cc489642ac461de1818 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X9\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"X9\" and threshold 8.0. Casted \"X9\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..99cbe134419128613625c297e5a8024c6cba1b51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:15:43.442749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:15:45.790407Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:15:53.010770Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0260b804a0e63bf2da30a314147ee94d1c87e3e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9. +Result preview: [{"empirical_cdf_at_threshold": 0.75475}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..397e13485079a6ef71b6852a26431fd2eff6018e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_c2c16084a5698ff5 +-- problem_id: v2p_n6_27543c272bd0a140 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X9" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..360436c8faa937dee096eac3296ca0d5389d51ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X9\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \"empirical_cdf_at_threshold\"\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X9\\\" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS \\\"empirical_cdf_at_threshold\\\"\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.75475}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.6}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74aabbd7a517a0918b1d56165f89e2ee700eee86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:15:43.257978+00:00", + "ended_at": "2026-05-04T08:15:53.841219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c2c16084a5698ff5", + "problem_id": "v2p_n6_27543c272bd0a140", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/1", + "binding_index=120" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c2c16084a5698ff5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c2c16084a5698ff5", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22837, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10551.64, + "sql_execution_elapsed_ms_total": 2.6, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c2c16084a5698ff5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4cf7cbe848971d974bb9b01b6acfa1b26134e256 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c2c16084a5698ff5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:15:53.831486+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10551.64, "started_at": "2026-05-04T08:15:43.260775+00:00", "ended_at": "2026-05-04T08:15:53.812543+00:00", "prompt_metrics": {"chars": 8370, "bytes_utf8": 8370, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 344, "bytes_utf8": 344, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T08:15:43.442749Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:15:45.790407Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X16", + "band_col": "X16", + "band_cut_1": -4.0, + "band_cut_2": 2.0, + "lower_bound": -4.0, + "upper_bound": 2.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e4e3a0b46cf979806728990047e8dc9253d62d4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-618b-7a93-92da-1ec103254b64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X16\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X16\\\" AS REAL) < 2.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the required binned numeric group average template with both band_col and measure_col bound to \\\"X16\\\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":22400,"output_tokens":182}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6324d73c45b3d7acae08fbee500d9fc381d54f06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X16\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X16\" AS REAL) < 2.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X16\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the required binned numeric group average template with both band_col and measure_col bound to \"X16\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e3fe8e30b7d41ed9848bdc539177bb952ba0b73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:56:47.937725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:56:50.286627Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:56:59.467191Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa7e419cd54a80cc8118ed33b7f26fb3c2f9eec2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16. +Result preview: [{"band_bucket": "high", "avg_measure": 17.522877984084882}, {"band_bucket": "mid", "avg_measure": -1.3792445631438381}, {"band_bucket": "low", "avg_measure": -34.76258992805755}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fc82bdc8983635c55f57ffd715ab43543ba1108 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_c3812c964ff12e31 +-- problem_id: v2p_n6_1726e99e00213ed2 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X16" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X16" AS REAL) < 2.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X16" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c50c517058f2d016a691a297131320020a3729c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X16\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X16\" AS REAL) < 2.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X16\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X16\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X16\\\" AS REAL) < 2.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X16\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 17.522877984084882}, {\"band_bucket\": \"mid\", \"avg_measure\": -1.3792445631438381}, {\"band_bucket\": \"low\", \"avg_measure\": -34.76258992805755}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.22}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a1f64bb63f90fcddbafaeab712f19f4ee30adba7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:56:47.753902+00:00", + "ended_at": "2026-05-04T07:57:00.074302+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3812c964ff12e31", + "problem_id": "v2p_n6_1726e99e00213ed2", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X16.", + "bindings": { + "measure_col": "X16", + "band_col": "X16", + "band_cut_1": -4.0, + "band_cut_2": 2.0, + "lower_bound": -4.0, + "upper_bound": 2.0, + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=63" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c3812c964ff12e31.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3812c964ff12e31", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 182, + "total_tokens": 23052, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 153, + "estimated_total_tokens": 2932, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12285.83, + "sql_execution_elapsed_ms_total": 6.22, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c3812c964ff12e31\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c38e9fa25b86cc1d7f1fac051d53b8a2698ba19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3812c964ff12e31/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:00.060504+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12285.83, "started_at": "2026-05-04T07:56:47.757083+00:00", "ended_at": "2026-05-04T07:57:00.042791+00:00", "prompt_metrics": {"chars": 8871, "bytes_utf8": 8871, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 567, "bytes_utf8": 567, "lines": 1, "estimated_tokens": 153}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 182}, "stderr_preview": "2026-05-04T07:56:47.937725Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:56:50.286627Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..83e0dedc04341c7c58d516f42422ddefd51d659f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_c3d6d06fd35ceac4\n-- problem_id: v2p_n6_5392ebf5a7dd66ff\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X16\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X16\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_c3d6d06fd35ceac4\\n-- problem_id: v2p_n6_5392ebf5a7dd66ff\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X16\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X16\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X16\", \"support\", \"avg_response\"], \"rows\": [{\"X16\": \"1\", \"support\": 506, \"avg_response\": 0.7944664031620553}, {\"X16\": \"2\", \"support\": 494, \"avg_response\": 1.6477732793522266}, {\"X16\": \"-2\", \"support\": 478, \"avg_response\": 0.6485355648535565}, {\"X16\": \"-1\", \"support\": 463, \"avg_response\": 1.1403887688984882}, {\"X16\": \"-3\", \"support\": 450, \"avg_response\": 0.8133333333333334}, {\"X16\": \"3\", \"support\": 429, \"avg_response\": 1.7132867132867133}, {\"X16\": \"0\", \"support\": 386, \"avg_response\": 2.0155440414507773}, {\"X16\": \"-4\", \"support\": 338, \"avg_response\": 0.3609467455621302}, {\"X16\": \"4\", \"support\": 317, \"avg_response\": 2.608832807570978}, {\"X16\": \"5\", \"support\": 270, \"avg_response\": 4.322222222222222}, {\"X16\": \"-5\", \"support\": 246, \"avg_response\": -0.4634146341463415}, {\"X16\": \"-6\", \"support\": 217, \"avg_response\": -1.4470046082949308}, {\"X16\": \"6\", \"support\": 213, \"avg_response\": 6.507042253521127}, {\"X16\": \"-7\", \"support\": 177, \"avg_response\": -3.310734463276836}, {\"X16\": \"7\", \"support\": 137, \"avg_response\": 5.248175182481752}, {\"X16\": \"-8\", \"support\": 137, \"avg_response\": -2.4306569343065694}, {\"X16\": \"8\", \"support\": 112, \"avg_response\": 7.098214285714286}, {\"X16\": \"-9\", \"support\": 93, \"avg_response\": 0.7526881720430108}, {\"X16\": \"-10\", \"support\": 88, \"avg_response\": -3.1136363636363638}, {\"X16\": \"9\", \"support\": 80, \"avg_response\": 1.4875}, {\"X16\": \"-11\", \"support\": 79, \"avg_response\": 2.278481012658228}, {\"X16\": \"10\", \"support\": 71, \"avg_response\": 8.211267605633802}, {\"X16\": \"-12\", \"support\": 66, \"avg_response\": 5.96969696969697}, {\"X16\": \"-13\", \"support\": 62, \"avg_response\": -0.7258064516129032}, {\"X16\": \"11\", \"support\": 57, \"avg_response\": -0.3157894736842105}, {\"X16\": \"12\", \"support\": 50, \"avg_response\": 10.08}, {\"X16\": \"-14\", \"support\": 50, \"avg_response\": 6.7}, {\"X16\": \"13\", \"support\": 39, \"avg_response\": 6.82051282051282}, {\"X16\": \"14\", \"support\": 35, \"avg_response\": 2.4571428571428573}, {\"X16\": \"-16\", \"support\": 34, \"avg_response\": 5.0}, {\"X16\": \"-15\", \"support\": 32, \"avg_response\": -5.40625}, {\"X16\": \"-20\", \"support\": 29, \"avg_response\": -0.9655172413793104}, {\"X16\": \"-17\", \"support\": 28, \"avg_response\": 13.178571428571429}, {\"X16\": \"-24\", \"support\": 26, \"avg_response\": -18.615384615384617}, {\"X16\": \"16\", \"support\": 25, \"avg_response\": -9.8}, {\"X16\": \"-22\", \"support\": 23, \"avg_response\": 4.391304347826087}, {\"X16\": \"17\", \"support\": 22, \"avg_response\": 8.409090909090908}, {\"X16\": \"-18\", \"support\": 22, \"avg_response\": 4.090909090909091}, {\"X16\": \"15\", \"support\": 22, \"avg_response\": 1.5454545454545454}, {\"X16\": \"18\", \"support\": 21, \"avg_response\": 9.285714285714286}, {\"X16\": \"-30\", \"support\": 20, \"avg_response\": -7.25}, {\"X16\": \"-21\", \"support\": 19, \"avg_response\": 21.263157894736842}, {\"X16\": \"-25\", \"support\": 19, \"avg_response\": 0.47368421052631576}, {\"X16\": \"-32\", \"support\": 19, \"avg_response\": -35.526315789473685}, {\"X16\": \"32\", \"support\": 18, \"avg_response\": 6.833333333333333}, {\"X16\": \"-23\", \"support\": 18, \"avg_response\": 3.388888888888889}, {\"X16\": \"-29\", \"support\": 18, \"avg_response\": -7.833333333333333}, {\"X16\": \"-19\", \"support\": 17, \"avg_response\": 2.0}, {\"X16\": \"-59\", \"support\": 17, \"avg_response\": -25.41176470588235}, {\"X16\": \"-48\", \"support\": 17, \"avg_response\": -32.294117647058826}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..cf1fc90aa6e8a5a5b205a1c7e8ed0cf7e22f363f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.201377+00:00", + "ended_at": "2026-05-04T08:20:40.210740+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3d6d06fd35ceac4", + "problem_id": "v2p_n6_5392ebf5a7dd66ff", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X16.", + "bindings": { + "key_col": "X16", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=57", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 57, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c3d6d06fd35ceac4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3d6d06fd35ceac4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ff5d7c2b75184a792460fca55a2368304369f24b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..65c69dd4ca28c29c8982f63ea4d17f331172770f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3dbcc5d6138258a", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12091.72, + "sql_execution_elapsed_ms_total": 20.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c3dbcc5d6138258a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..8d7a8d43b7eb77a7ef5e64101214b0a53469a66f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:51:02.594997+00:00", + "ended_at": "2026-05-04T07:51:14.687738+00:00", + "elapsed_ms": 12091.72, + "prompt_metrics": { + "chars": 8507, + "bytes_utf8": 8507, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 733, + "bytes_utf8": 733, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13144 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 409, + "bytes_utf8": 409, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b116e8668b92c50a5826f0dde683dca55629d82b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..be7886cff33f8355fb7e43ca9bc57e7262c22654 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f8-1d3e-71b2-a377-cc698ddacaf8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X12\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X12\\\". CAST to REAL ensures numeric averaging because the schema stores feature values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4a0dc36cf98ff16d0f5a1ec0c8b78a16fc5a7801 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X12\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X12\". CAST to REAL ensures numeric averaging because the schema stores feature values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1d12beab1ed2971bd2365cb8c5b95277f8529752 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:51:02.792752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:51:05.130951Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:13.699683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..479243db67cd8026a86be78152d05c39cb087fca --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "3", "avg_measure": -0.0615}, {"y": "2", "avg_measure": -0.3505}, {"y": "1", "avg_measure": -4.851}, {"y": "0", "avg_measure": -13.868}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e34f2b14a1dad7b3475a7794c0115e1c185b65f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c3dbcc5d6138258a +-- problem_id: v2p_n6_d787b1cb4b04329a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X12" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2e4578f3eb018488c2b890a438acf787e57b11be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X12\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X12\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.0615}, {\"y\": \"2\", \"avg_measure\": -0.3505}, {\"y\": \"1\", \"avg_measure\": -4.851}, {\"y\": \"0\", \"avg_measure\": -13.868}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..aede73b9fedf479ec43725481d9972a1ddd6fe70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:51:02.592726+00:00", + "ended_at": "2026-05-04T07:51:14.735540+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c3dbcc5d6138258a", + "problem_id": "v2p_n6_d787b1cb4b04329a", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 18, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=2/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c3dbcc5d6138258a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c3dbcc5d6138258a", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 115, + "total_tokens": 22855, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2748, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12091.72, + "sql_execution_elapsed_ms_total": 20.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c3dbcc5d6138258a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e103806aa35cbc4c1835d035ac6e0ebcff0bd89f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c3dbcc5d6138258a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:14.707131+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12091.72, "started_at": "2026-05-04T07:51:02.594997+00:00", "ended_at": "2026-05-04T07:51:14.687738+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 409, "bytes_utf8": 409, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:51:02.792752Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:51:05.130951Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..17f85969206759079f394b3c87a2ab3366126069 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fa-eea7-74b0-85c6-8f040056c12b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X7\\\", predicate_col=\\\"X8\\\", predicate_op=\\\">=\\\", predicate_value=5.0, top_k=19. Casted \\\"X7\\\" and \\\"X8\\\" to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":22400,"output_tokens":173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..74841cacea113c140e21c1928b288f6582a41b3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\"y\", measure_col=\"X7\", predicate_col=\"X8\", predicate_op=\">=\", predicate_value=5.0, top_k=19. Casted \"X7\" and \"X8\" to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..71c78f785377a3a6117d3a0394b4c0c29ac3b4d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:07.460247Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:09.825106Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:19.158357Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..21125169a2be1a6342ece4e27a3719611d27ebe7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "0", "total_measure": 39522.0}, {"y": "3", "total_measure": 1717.0}, {"y": "2", "total_measure": 95.0}, {"y": "1", "total_measure": -4263.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..feaac42b48aa085c60edbf9d9bc946887594a4d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c6806b0373df9b13 +-- problem_id: v2p_n6_3fc10c2f7827db14 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..694e489f821d113bf26f232955fb3aa27e12869e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X8\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 39522.0}, {\"y\": \"3\", \"total_measure\": 1717.0}, {\"y\": \"2\", \"total_measure\": 95.0}, {\"y\": \"1\", \"total_measure\": -4263.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a5f48394481f05b9112a54433ee6990de5097d6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:54:07.269326+00:00", + "ended_at": "2026-05-04T07:54:20.237525+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c6806b0373df9b13", + "problem_id": "v2p_n6_3fc10c2f7827db14", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=54" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c6806b0373df9b13.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c6806b0373df9b13", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 173, + "total_tokens": 22982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12924.91, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c6806b0373df9b13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a86246abf934ea89ecf27a72de5118e933adaf4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:20.223403+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12924.91, "started_at": "2026-05-04T07:54:07.273257+00:00", "ended_at": "2026-05-04T07:54:20.198096+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 489, "bytes_utf8": 489, "lines": 1, "estimated_tokens": 146}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 173}, "stderr_preview": "2026-05-04T07:54:07.460247Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:09.825106Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Top-k Group Sum with Filter template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X7\\\", predicate_col=\\\"X8\\\", predicate_op=\\\">=\\\", predicate_value=5.0, top_k=19. Casted \\\"X7\\\" and \\\"X8\\\" to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8325d2de7f237b835f051cfc3b79285503333559 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6806b0373df9b13/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c6806b0373df9b13", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 173, + "total_tokens": 22982, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 146, + "estimated_total_tokens": 2866, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12924.91, + "sql_execution_elapsed_ms_total": 4.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c6806b0373df9b13\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6a248767de0e7a837abd8ab27f0313c7d48cb229 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ebce8c7af9b724c3c5d2d45a531ea4da6b360ce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c6b6c826214cb21f", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16950.83, + "sql_execution_elapsed_ms_total": 20.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c6b6c826214cb21f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18acac45507f0c90ab5471408576ceb32e6dd5f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:47:39.973762+00:00", + "ended_at": "2026-05-04T07:47:56.924481+00:00", + "elapsed_ms": 16950.83, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 753, + "bytes_utf8": 753, + "lines": 4, + "estimated_tokens": 215 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13192 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 425, + "bytes_utf8": 425, + "lines": 1, + "estimated_tokens": 105 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ad80894848b31eb8b81ea6c0bdf5b1649bba8768 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fc4dedda9cc75601396d4fd45b8865d4e7b4e39e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f5-1529-77a1-9cf5-e5300f0f30bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Cast \\\"X5\\\" to REAL because the schema stores feature columns as TEXT, while the measure is numeric in dataset semantics.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":127}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..24608e6cc40cf98552e017a11cfac434a5335475 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X5\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"y\" and measure_col=\"X5\". Cast \"X5\" to REAL because the schema stores feature columns as TEXT, while the measure is numeric in dataset semantics."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..590f7f7306d77b80dc60d8de33bbf1a21b025ca3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:44.137992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:48.020229Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:55.789426Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6ad8c700139b813619f7bc1ac51b607e385f475e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "avg_measure": 6.022}, {"y": "3", "avg_measure": 0.126}, {"y": "2", "avg_measure": -0.969}, {"y": "0", "avg_measure": -12.4655}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..843eb9e78014b172c74166454787c577218bf36f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c6b6c826214cb21f +-- problem_id: v2p_n6_3b9fee2e2da4ea9b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X5" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f09fd10a1649e6c70014c2d70bc273e3333d234e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X5\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.022}, {\"y\": \"3\", \"avg_measure\": 0.126}, {\"y\": \"2\", \"avg_measure\": -0.969}, {\"y\": \"0\", \"avg_measure\": -12.4655}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 20.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..b05b01b71347875a02d843ed3e4552eadb736601 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:47:39.970132+00:00", + "ended_at": "2026-05-04T07:47:56.971754+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c6b6c826214cb21f", + "problem_id": "v2p_n6_3b9fee2e2da4ea9b", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=2/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c6b6c826214cb21f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c6b6c826214cb21f", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 127, + "total_tokens": 22867, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 105, + "estimated_total_tokens": 2754, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16950.83, + "sql_execution_elapsed_ms_total": 20.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c6b6c826214cb21f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f83a6093327e4b3766c5964d8b48eb72c8e916eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c6b6c826214cb21f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:56.943598+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16950.83, "started_at": "2026-05-04T07:47:39.973762+00:00", "ended_at": "2026-05-04T07:47:56.924481+00:00", "prompt_metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 425, "bytes_utf8": 425, "lines": 1, "estimated_tokens": 105}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 127}, "stderr_preview": "2026-05-04T07:47:44.137992Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:48.020229Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..b69935e5b4b083511b9a42bb98a8296b8da97360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f9-3705-7061-ae73-454a52952467"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X3\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings group_col=y, measure_col=X3, predicate_col=X4, predicate_op=>=, predicate_value=7.0, and top_k=15. Casted X3 and X4 to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22809,"cached_input_tokens":22400,"output_tokens":174}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b18d0ec3929c10ce2b8f1ad68e920b33c49ef272 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X3\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;","notes":"Applied the provided Top-k Group Sum with Filter template with fixed bindings group_col=y, measure_col=X3, predicate_col=X4, predicate_op=>=, predicate_value=7.0, and top_k=15. Casted X3 and X4 to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c77006a059c8cabd53bc8cdb029432c8af7fe4f9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:52:14.912098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:52:17.411884Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:52:27.020402Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7992fef10c3c57a8309be3405bb4c6a7a78a77a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3. +Result preview: [{"y": "0", "total_measure": 38282.0}, {"y": "3", "total_measure": 265.0}, {"y": "2", "total_measure": 246.0}, {"y": "1", "total_measure": -3475.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4f3f6335c27fc62f587d3650b5e781cca893327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c87445edf63373f3 +-- problem_id: v2p_n6_eaaeb645cb48bb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X3" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..35878e342ab14070ed0ccf79ec209818defdd391 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X3\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 15;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X3\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 38282.0}, {\"y\": \"3\", \"total_measure\": 265.0}, {\"y\": \"2\", \"total_measure\": 246.0}, {\"y\": \"1\", \"total_measure\": -3475.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..109ed073cc6947261e39e000e099ce03e4e2fb58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:52:14.630223+00:00", + "ended_at": "2026-05-04T07:52:27.674094+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c87445edf63373f3", + "problem_id": "v2p_n6_eaaeb645cb48bb07", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X3.", + "bindings": { + "group_col": "y", + "measure_col": "X3", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=50" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c87445edf63373f3.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c87445edf63373f3", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 174, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13011.42, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c87445edf63373f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ecc09742efe08d66b04b3656d76872f92dd31732 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:52:27.663533+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13011.42, "started_at": "2026-05-04T07:52:14.633315+00:00", "ended_at": "2026-05-04T07:52:27.644810+00:00", "prompt_metrics": {"chars": 8695, "bytes_utf8": 8695, "lines": 304, "estimated_tokens": 2720}, "response_metrics": {"chars": 471, "bytes_utf8": 471, "lines": 1, "estimated_tokens": 138}, "usage": {"input_tokens": 22809, "cached_input_tokens": 22400, "output_tokens": 174}, "stderr_preview": "2026-05-04T07:52:14.912098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:52:17.411884Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 15;\",\"notes\":\"Applied the provided Top-k Group Sum with Filter template with fixed bindings group_col=y, measure_col=X3, predicate_col=X4, predicate_op=>=, predicate_value=7.0, and top_k=15. Casted X3 and X4 to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9015062b9ef4a07217ccd39f8b596f45af420ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c87445edf63373f3/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_c87445edf63373f3", + "api_calls": 0, + "input_tokens": 22809, + "cached_input_tokens": 22400, + "output_tokens": 174, + "total_tokens": 22983, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2720, + "estimated_output_tokens": 138, + "estimated_total_tokens": 2858, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13011.42, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_c87445edf63373f3\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6cd1d48748b77a3b46f715aae26291f2870abafb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X2": "1", "support": 337, "avg_response": -0.6023738872403561}, {"X2": "-1", "support": 331, "avg_response": -0.283987915407855}, {"X2": "-2", "support": 307, "avg_response": -0.13029315960912052}, {"X2": "2", "support": 303, "avg_response": -0.3465346534653465}, {"X2": "3", "support": 298, "avg_response": 0.4697986577181208}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..0da99532d893b633b03d57c5327df37e0546fe2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c914e7984eb902a0 +-- problem_id: v2p_n6_767c5c45fc63815e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c1dc66b50deee00aea5641b60a6f74a7718f87bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_c914e7984eb902a0\n-- problem_id: v2p_n6_767c5c45fc63815e\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_c914e7984eb902a0\\n-- problem_id: v2p_n6_767c5c45fc63815e\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": -0.6023738872403561}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": -0.283987915407855}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": -0.13029315960912052}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": -0.3465346534653465}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": 0.4697986577181208}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": -1.309278350515464}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": -2.2256944444444446}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": -2.108695652173913}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.8}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": -0.6220472440944882}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": 0.3815789473684211}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 1.3454545454545455}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 1.3548387096774193}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": -1.7282051282051283}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -2.8457142857142856}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": -3.1197604790419162}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": 3.3696969696969696}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": 3.6770186335403725}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": 1.7468354430379747}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -6.248407643312102}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": 3.630434782608696}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 4.739130434782608}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -7.508928571428571}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": 5.65625}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -8.239583333333334}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -7.26595744680851}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 5.090909090909091}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": 3.5675675675675675}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": -8.608695652173912}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 7.044776119402985}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": 1.6129032258064515}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -8.169491525423728}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -8.557692307692308}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": 8.0}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": 7.977777777777778}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": -8.659090909090908}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": -7.142857142857143}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -13.076923076923077}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": 9.8}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -8.942857142857143}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": 13.823529411764707}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": 6.65625}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -24.28}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 21.625}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 20.5}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": 11.875}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": -7.125}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -17.125}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -17.416666666666668}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 25.59090909090909}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.77}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..760dce2b9a94364aa9df22222fdb304432942f4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.485635+00:00", + "ended_at": "2026-05-04T08:20:39.495069+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_c914e7984eb902a0", + "problem_id": "v2p_n6_767c5c45fc63815e", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=5", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_c914e7984eb902a0.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_c914e7984eb902a0/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dc0a88dc26f89ffb2960e4129b1b88246d6cd0d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..72922f7a071a39f89eded4e0eca93c8181b117d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ca5af7ed06ca5910", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22031.55, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ca5af7ed06ca5910\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..18de97b5b44e66ef4f09734fcaa7212590639655 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:44:35.960448+00:00", + "ended_at": "2026-05-04T07:44:58.000726+00:00", + "elapsed_ms": 22031.55, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 713, + "bytes_utf8": 713, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 136 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b2376d5dda7af9198757b5dfe33f6a3665d07839 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1059ec018086e6e045234f51a6260c3f4944ecbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-3775-7420-8ddb-eda87b43dac0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". CAST to REAL was added because the schema stores \\\"X11\\\" as TEXT, while the dataset semantics indicate it is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":136}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..18e266f51494079b4ed86be4050cca7a5c3363fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X11\". CAST to REAL was added because the schema stores \"X11\" as TEXT, while the dataset semantics indicate it is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8842deab250d91720dc7e53dfa593f82dedc175 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:36.273832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:40.717068Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:54.172704Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfede8ae4a6d2c1259da2113cc13b6a261768b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "avg_measure": 0.269}, {"y": "3", "avg_measure": -0.307}, {"y": "2", "avg_measure": -0.362}, {"y": "0", "avg_measure": -13.698}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..720b64f983635a0bf3707d0d50b30e7030e02052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_ca5af7ed06ca5910 +-- problem_id: v2p_n6_1d57b834338aed73 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7dcaa99707503c6c8e901c4bc2c7605b8b1d8a6c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X11\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X11\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.269}, {\"y\": \"3\", \"avg_measure\": -0.307}, {\"y\": \"2\", \"avg_measure\": -0.362}, {\"y\": \"0\", \"avg_measure\": -13.698}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f4d158066d1a03cb065abe10c4b9c9f2e95eed74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:44:35.960448+00:00", + "ended_at": "2026-05-04T07:44:58.053821+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ca5af7ed06ca5910", + "problem_id": "v2p_n6_1d57b834338aed73", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ca5af7ed06ca5910.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ca5af7ed06ca5910", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 136, + "total_tokens": 22865, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2739, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 22031.55, + "sql_execution_elapsed_ms_total": 7.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ca5af7ed06ca5910\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bdfc123844ac242d64bf226d735e65eee1c18be8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ca5af7ed06ca5910/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:58.032640+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 22031.55, "started_at": "2026-05-04T07:44:35.960448+00:00", "ended_at": "2026-05-04T07:44:58.000726+00:00", "prompt_metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 136}, "stderr_preview": "2026-05-04T07:44:36.273832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:40.717068Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0488e36cff2b89dee16d95ed577de6eebee3b243 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_cacf677a22d28fb4\n-- problem_id: v2p_n6_a3442da4e6f4eaed\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X7\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X7\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_cacf677a22d28fb4\\n-- problem_id: v2p_n6_a3442da4e6f4eaed\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X7\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X7\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X7\", \"support\", \"avg_response\"], \"rows\": [{\"X7\": \"-1\", \"support\": 377, \"avg_response\": -0.713527851458886}, {\"X7\": \"1\", \"support\": 353, \"avg_response\": 1.0906515580736544}, {\"X7\": \"-4\", \"support\": 349, \"avg_response\": 0.054441260744985676}, {\"X7\": \"-2\", \"support\": 342, \"avg_response\": -1.3099415204678362}, {\"X7\": \"0\", \"support\": 310, \"avg_response\": -0.054838709677419356}, {\"X7\": \"-5\", \"support\": 306, \"avg_response\": 0.19607843137254902}, {\"X7\": \"-3\", \"support\": 305, \"avg_response\": -1.6491803278688524}, {\"X7\": \"2\", \"support\": 304, \"avg_response\": 1.4769736842105263}, {\"X7\": \"3\", \"support\": 280, \"avg_response\": 2.3321428571428573}, {\"X7\": \"5\", \"support\": 244, \"avg_response\": 2.3155737704918034}, {\"X7\": \"4\", \"support\": 237, \"avg_response\": 2.371308016877637}, {\"X7\": \"-6\", \"support\": 237, \"avg_response\": -1.9957805907172996}, {\"X7\": \"6\", \"support\": 211, \"avg_response\": 4.497630331753554}, {\"X7\": \"7\", \"support\": 182, \"avg_response\": 4.923076923076923}, {\"X7\": \"-7\", \"support\": 179, \"avg_response\": -1.994413407821229}, {\"X7\": \"-8\", \"support\": 175, \"avg_response\": -3.834285714285714}, {\"X7\": \"8\", \"support\": 156, \"avg_response\": 6.532051282051282}, {\"X7\": \"-9\", \"support\": 139, \"avg_response\": -1.9280575539568345}, {\"X7\": \"9\", \"support\": 131, \"avg_response\": 3.404580152671756}, {\"X7\": \"-11\", \"support\": 121, \"avg_response\": -9.115702479338843}, {\"X7\": \"-10\", \"support\": 118, \"avg_response\": -3.2711864406779663}, {\"X7\": \"10\", \"support\": 111, \"avg_response\": 4.81981981981982}, {\"X7\": \"-12\", \"support\": 92, \"avg_response\": -5.934782608695652}, {\"X7\": \"11\", \"support\": 91, \"avg_response\": 3.4285714285714284}, {\"X7\": \"-13\", \"support\": 86, \"avg_response\": -3.104651162790698}, {\"X7\": \"12\", \"support\": 82, \"avg_response\": 6.7073170731707314}, {\"X7\": \"13\", \"support\": 77, \"avg_response\": 0.4675324675324675}, {\"X7\": \"14\", \"support\": 70, \"avg_response\": 1.9285714285714286}, {\"X7\": \"-14\", \"support\": 70, \"avg_response\": -12.971428571428572}, {\"X7\": \"-16\", \"support\": 52, \"avg_response\": -1.1538461538461537}, {\"X7\": \"-15\", \"support\": 52, \"avg_response\": -10.076923076923077}, {\"X7\": \"-17\", \"support\": 51, \"avg_response\": -8.764705882352942}, {\"X7\": \"16\", \"support\": 47, \"avg_response\": 5.297872340425532}, {\"X7\": \"-18\", \"support\": 46, \"avg_response\": -2.282608695652174}, {\"X7\": \"-21\", \"support\": 39, \"avg_response\": -7.564102564102564}, {\"X7\": \"-19\", \"support\": 39, \"avg_response\": -11.256410256410257}, {\"X7\": \"19\", \"support\": 37, \"avg_response\": -3.2162162162162162}, {\"X7\": \"15\", \"support\": 36, \"avg_response\": 10.0}, {\"X7\": \"-23\", \"support\": 35, \"avg_response\": -5.685714285714286}, {\"X7\": \"21\", \"support\": 34, \"avg_response\": -6.176470588235294}, {\"X7\": \"18\", \"support\": 32, \"avg_response\": -2.84375}, {\"X7\": \"17\", \"support\": 29, \"avg_response\": 6.724137931034483}, {\"X7\": \"-20\", \"support\": 27, \"avg_response\": -14.037037037037036}, {\"X7\": \"-30\", \"support\": 25, \"avg_response\": -10.68}, {\"X7\": \"20\", \"support\": 24, \"avg_response\": -5.875}, {\"X7\": \"-26\", \"support\": 24, \"avg_response\": -22.416666666666668}, {\"X7\": \"-24\", \"support\": 23, \"avg_response\": -13.173913043478262}, {\"X7\": \"-29\", \"support\": 22, \"avg_response\": -12.818181818181818}, {\"X7\": \"23\", \"support\": 21, \"avg_response\": 25.571428571428573}, {\"X7\": \"-27\", \"support\": 21, \"avg_response\": 11.285714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.82}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..347086d557c9d3e70da844c32966ba6fc1612a93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.691608+00:00", + "ended_at": "2026-05-04T08:20:39.700512+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cacf677a22d28fb4", + "problem_id": "v2p_n6_a3442da4e6f4eaed", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X7.", + "bindings": { + "key_col": "X7", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=22", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 22, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_cacf677a22d28fb4.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cacf677a22d28fb4/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c45c10f83d968cf3290f082398868c5c7b1d763b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8373, "bytes_utf8": 8373, "lines": 298, "estimated_tokens": 2630}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f533a5848fb80a7f4b8e1f898ba320da8be7e328 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cb48ec645ea8a482", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22835, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13421.41, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_cb48ec645ea8a482\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..74b46054a760c36b700338a4d60a4199ff7789ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:16:27.466369+00:00", + "ended_at": "2026-05-04T08:16:40.886693+00:00", + "elapsed_ms": 13421.41, + "prompt_metrics": { + "chars": 8373, + "bytes_utf8": 8373, + "lines": 298, + "estimated_tokens": 2630 + }, + "stdout_metrics": { + "chars": 695, + "bytes_utf8": 695, + "lines": 4, + "estimated_tokens": 197 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 385, + "bytes_utf8": 385, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0cbd84380712ca171d0e35d0174d686cf30d8f46 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,298 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X13", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..ffd6b6118cf4f44302be2b85897bbab412fe7cf1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-61cc-78d2-ae39-02f5c9ed20ed"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X13\\\" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\",\"notes\":\"Used the provided Threshold Rarity CDF template with measure_col bound to \\\"X13\\\" and threshold fixed at 10.0. CAST to REAL ensures correct numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..342a0d89b09fc889b9e870ce17be766d4b0b29c9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X13\" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";","notes":"Used the provided Threshold Rarity CDF template with measure_col bound to \"X13\" and threshold fixed at 10.0. CAST to REAL ensures correct numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3050e90df41f6c5651dff256c7b1bc1f2cc1492c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:27.646884Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:31.669711Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:39.912961Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeac7b384c65a13c2da7a5f36fc94acb40fbdca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13. +Result preview: [{"empirical_cdf_at_threshold": 0.750375}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8133a97fe2400cd10ee5252d0cd80c73b62ba7fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_cb48ec645ea8a482 +-- problem_id: v2p_n6_ba7cb4c276ec22e7 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X13" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..451d0d8665b9d4ed45e4d6c1e77fbe87576668cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X13\" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X13\\\" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.750375}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.28}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..29aaba699370694b5503d2ed966672d55dfc5db5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:16:27.462264+00:00", + "ended_at": "2026-05-04T08:16:40.927194+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cb48ec645ea8a482", + "problem_id": "v2p_n6_ba7cb4c276ec22e7", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=124" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_cb48ec645ea8a482.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cb48ec645ea8a482", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22835, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2730, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13421.41, + "sql_execution_elapsed_ms_total": 4.28, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_cb48ec645ea8a482\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1b0764a967fee0969e5f90ae944aa6a098e2ac36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cb48ec645ea8a482/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:40.912681+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13421.41, "started_at": "2026-05-04T08:16:27.466369+00:00", "ended_at": "2026-05-04T08:16:40.886693+00:00", "prompt_metrics": {"chars": 8373, "bytes_utf8": 8373, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 385, "bytes_utf8": 385, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:16:27.646884Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:31.669711Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..162d88d144fbd4f7e048c28db8ebc6a01b05b8cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-8436-7032-a7b0-245e0d2e79bd"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X11\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Window Partition Average template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X11\\\". CAST to REAL is needed because the SQLite schema stores \\\"X11\\\" as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab50defb10feb9babd8d55fa4d9620efde4232c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X11\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the provided Window Partition Average template with group_col bound to \"y\" and measure_col bound to \"X11\". CAST to REAL is needed because the SQLite schema stores \"X11\" as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93698066293d980bc1258a01a22e6e2e074cac63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:23.607871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:26.216909Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:50:33.513560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..25fce9376ad306d66afaeaaf7fdb68e6ebd1b3b0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "avg_measure": 0.269}, {"y": "3", "avg_measure": -0.307}, {"y": "2", "avg_measure": -0.362}, {"y": "0", "avg_measure": -13.698}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..108a0bef927da5b04f6a4eb0118e0e3d203a6e67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_cc3542be789a2822 +-- problem_id: v2p_n6_c565f60782045a34 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X11" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f25b376123f2cbd84048d7c4debb5b924f4f5be1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X11\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X11\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.269}, {\"y\": \"3\", \"avg_measure\": -0.307}, {\"y\": \"2\", \"avg_measure\": -0.362}, {\"y\": \"0\", \"avg_measure\": -13.698}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 39.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e9c94477d51f07f10c5ddb493bd74696678fe69d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:50:23.407592+00:00", + "ended_at": "2026-05-04T07:50:34.556923+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cc3542be789a2822", + "problem_id": "v2p_n6_c565f60782045a34", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=42" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_cc3542be789a2822.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cc3542be789a2822", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 117, + "total_tokens": 22858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11063.81, + "sql_execution_elapsed_ms_total": 39.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_cc3542be789a2822\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..88bbd597ad462e666b999e4ab229d0dc9e24e75a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cc3542be789a2822/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:50:34.506399+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11063.81, "started_at": "2026-05-04T07:50:23.412287+00:00", "ended_at": "2026-05-04T07:50:34.476177+00:00", "prompt_metrics": {"chars": 8507, "bytes_utf8": 8507, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 393, "bytes_utf8": 393, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 117}, "stderr_preview": "2026-05-04T07:50:23.607871Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:26.216909Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1ad110be34fcde37b68f6b0ef8befb085e32563 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-ad46-7a41-9750-d55f52109b4f"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1) AS \\\"p\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n AVG(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"pos\\\"\\nWHERE \\\"rn\\\" IN (CAST(\\\"p\\\" AS INTEGER), CAST(\\\"p\\\" AS INTEGER) + 1)\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile for each \\\"y\\\" group using window functions and linear interpolation over CAST(\\\"X2\\\" AS REAL).\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":390}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..db36141e09d0cc0b0e5764fc91a607c627adcd74 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1) AS \"p\"\n FROM \"ordered\"\n)\nSELECT\n \"y\",\n AVG(\"measure\") AS \"percentile_measure\"\nFROM \"pos\"\nWHERE \"rn\" IN (CAST(\"p\" AS INTEGER), CAST(\"p\" AS INTEGER) + 1)\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this emulates the 90th percentile for each \"y\" group using window functions and linear interpolation over CAST(\"X2\" AS REAL)."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4e432e8272320006847d51166b037db5edc3ab20 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:46.069615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:48.581637Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:05:00.928598Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3823fea30972f68258737e14dfe476b11b37cab8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2. +Result preview: [{"y": "0", "percentile_measure": 71.0}, {"y": "1", "percentile_measure": 18.0}, {"y": "3", "percentile_measure": 12.0}, {"y": "2", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..253b5c958b461358abc166dcbd0763da3926aebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/generated_sql.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_cd0cba3cd768ba97 +-- problem_id: v2p_n6_a75e574e4afb1705 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"pos" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + (0.9 * ("cnt" - 1) + 1) AS "p" + FROM "ordered" +) +SELECT + "y", + AVG("measure") AS "percentile_measure" +FROM "pos" +WHERE "rn" IN (CAST("p" AS INTEGER), CAST("p" AS INTEGER) + 1) +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0b6d31e7f56721f95dbfa1f93b072f0a101c0ad3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X2\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X2\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X2\" IS NOT NULL\n),\n\"pos\" AS (\n SELECT\n \"y\",\n \"measure\",\n \"rn\",\n \"cnt\",\n (0.9 * (\"cnt\" - 1) + 1) AS \"p\"\n FROM \"ordered\"\n)\nSELECT\n \"y\",\n AVG(\"measure\") AS \"percentile_measure\"\nFROM \"pos\"\nWHERE \"rn\" IN (CAST(\"p\" AS INTEGER), CAST(\"p\" AS INTEGER) + 1)\nGROUP BY \"y\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X2\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X2\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X2\\\" IS NOT NULL\\n),\\n\\\"pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\",\\n \\\"rn\\\",\\n \\\"cnt\\\",\\n (0.9 * (\\\"cnt\\\" - 1) + 1) AS \\\"p\\\"\\n FROM \\\"ordered\\\"\\n)\\nSELECT\\n \\\"y\\\",\\n AVG(\\\"measure\\\") AS \\\"percentile_measure\\\"\\nFROM \\\"pos\\\"\\nWHERE \\\"rn\\\" IN (CAST(\\\"p\\\" AS INTEGER), CAST(\\\"p\\\" AS INTEGER) + 1)\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 71.0}, {\"y\": \"1\", \"percentile_measure\": 18.0}, {\"y\": \"3\", \"percentile_measure\": 12.0}, {\"y\": \"2\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 34.51}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..67f2f85df185ba813020a46a80f7698a23cc8507 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:04:45.890444+00:00", + "ended_at": "2026-05-04T08:05:01.887846+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cd0cba3cd768ba97", + "problem_id": "v2p_n6_a75e574e4afb1705", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X2.", + "bindings": { + "group_col": "y", + "measure_col": "X2", + "top_k": 12, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=97" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_cd0cba3cd768ba97.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cd0cba3cd768ba97", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 390, + "total_tokens": 23157, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 282, + "estimated_total_tokens": 2958, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15929.83, + "sql_execution_elapsed_ms_total": 34.51, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_cd0cba3cd768ba97\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f97f78f9bee59fec94683ab7a8278a19cf44dbc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cd0cba3cd768ba97/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:05:01.845751+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15929.83, "started_at": "2026-05-04T08:04:45.893944+00:00", "ended_at": "2026-05-04T08:05:01.824025+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 882, "bytes_utf8": 882, "lines": 1, "estimated_tokens": 282}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 390}, "stderr_preview": "2026-05-04T08:04:46.069615Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:04:48.581637Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..730a413499d11a1b63e581bfcfedf9b386576959 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-0450-7541-983f-0fe3c5a33eca"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X9\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". CAST to REAL is included because the schema stores X9 as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":139}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e40c345c40bd998181313a92dc842d63a7ede05d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X9\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X9\". CAST to REAL is included because the schema stores X9 as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..23a273deefffd032a5a82e38d29fff138624ff2f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:17.672669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:20.473300Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:43:29.590123Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..54e12ec32df11e927fc4162827999c286429a197 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "avg_measure": 6.6325}, {"y": "3", "avg_measure": 0.2275}, {"y": "2", "avg_measure": -0.0985}, {"y": "0", "avg_measure": -13.353}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9d1944eb43e0846c5f8b25a442a950c690a47a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_ce31c9dc17eb4008 +-- problem_id: v2p_n6_c91b029f3ea073c7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X9" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc09e967f0d30df57cb2392f334f7a0c91558060 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X9\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X9\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.6325}, {\"y\": \"3\", \"avg_measure\": 0.2275}, {\"y\": \"2\", \"avg_measure\": -0.0985}, {\"y\": \"0\", \"avg_measure\": -13.353}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6caf56ace5bb13f27817bc32e39e75615dffe7d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:43:16.990817+00:00", + "ended_at": "2026-05-04T07:43:30.664479+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ce31c9dc17eb4008", + "problem_id": "v2p_n6_c91b029f3ea073c7", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=24" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ce31c9dc17eb4008.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce31c9dc17eb4008", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 139, + "total_tokens": 22868, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 90, + "estimated_total_tokens": 2728, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13190.15, + "sql_execution_elapsed_ms_total": 6.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ce31c9dc17eb4008\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..576f44a0f40049922e7bcadb956fc8c149ca001a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce31c9dc17eb4008/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:43:30.537528+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13190.15, "started_at": "2026-05-04T07:43:17.321337+00:00", "ended_at": "2026-05-04T07:43:30.506492+00:00", "prompt_metrics": {"chars": 8427, "bytes_utf8": 8427, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": 90}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 139}, "stderr_preview": "2026-05-04T07:43:17.672669Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:20.473300Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b87c766e812c26ca6f93a890332c9239f905b990 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X1\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..fdc2b29ec3822d6e206c688ee89bc729fa5c056e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-bb44-7032-a67f-2114cf30aeb6"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X1\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X1\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped-percentile structure with group_col=\\\"y\\\" and measure_col=\\\"X1\\\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile by selecting the value at rank CEIL(0.95 * group_size) within each y group after casting X1 from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":309}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b949926bdb6026f5adbac0f7cb9f4bc7da66862a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X1\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped-percentile structure with group_col=\"y\" and measure_col=\"X1\". Since SQLite does not support PERCENTILE_CONT, this approximates the 95th percentile by selecting the value at rank CEIL(0.95 * group_size) within each y group after casting X1 from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1515715bbaefd8629d55e5d7b4e5c416d9b94595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df204-083c-7cb0-873d-f7591d1efb6c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X1\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X1\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE expression, preserving the intended 0.95 percentile point by group.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22999,"cached_input_tokens":22400,"output_tokens":434}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..38bdc7c80465ff44921af75231bd43bf098fe254 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X1\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE expression, preserving the intended 0.95 percentile point by group."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..85c6dc6abf13486b2a642727493e470cdbc1c284 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:44.127497Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:46.768560Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:59.230623Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..994560cc762cd5a1b6c6bdf2fc6274c4aa5d1940 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:04:03.826955Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:04:09.792713Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:04:23.608484Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..36ec4c0d6658c6660d7effaf5a0b4986dd52c902 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1. +Result preview: [{"y": "0", "percentile_measure": 100.0}, {"y": "1", "percentile_measure": 43.0}, {"y": "2", "percentile_measure": 12.0}, {"y": "3", "percentile_measure": 12.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..f36f669aab45e9cddc3826bfca5b2eb5893dd650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_ce42740c1a239a50 +-- problem_id: v2p_n6_a9e717cfb1ed1811 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X1" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X1" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "y", + "measure" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..78d3b00e80c38347f507f5805bc2805b234e1ca0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X1\" AS REAL) AS \"measure\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X1\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X1\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_points\" AS (\n SELECT\n \"y\",\n \"measure\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure\" AS \"percentile_measure\"\nFROM \"percentile_points\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X1\\\" AS REAL) AS \\\"measure\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X1\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X1\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_points\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 100.0}, {\"y\": \"1\", \"percentile_measure\": 43.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}, {\"y\": \"3\", \"percentile_measure\": 12.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 30.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..71dc32bdaf6556eed5a6b92ba26383e58a2a64c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:03:43.942178+00:00", + "ended_at": "2026-05-04T08:04:24.503828+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ce42740c1a239a50", + "problem_id": "v2p_n6_a9e717cfb1ed1811", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X1.", + "bindings": { + "group_col": "y", + "measure_col": "X1", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=96" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ce42740c1a239a50.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce42740c1a239a50", + "api_calls": 0, + "input_tokens": 45766, + "cached_input_tokens": 44288, + "output_tokens": 743, + "total_tokens": 46509, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5584, + "estimated_output_tokens": 552, + "estimated_total_tokens": 6136, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40470.36, + "sql_execution_elapsed_ms_total": 30.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ce42740c1a239a50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5e42f03a38f00da03dceea205e21aee6ef169b27 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:04:03.646989+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19678.99, "started_at": "2026-05-04T08:03:43.945675+00:00", "ended_at": "2026-05-04T08:04:03.624769+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 913, "bytes_utf8": 913, "lines": 1, "estimated_tokens": 272}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 309}, "stderr_preview": "2026-05-04T08:03:44.127497Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:46.768560Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"percentile_points\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with a SQLite-compatible ceiling expression using CAST(...) plus a CASE expression, preserving the intended 0.95 percentile point by group.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a25687d5a079648d1dfe9e6df10793fdbd131d3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce42740c1a239a50/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce42740c1a239a50", + "api_calls": 0, + "input_tokens": 45766, + "cached_input_tokens": 44288, + "output_tokens": 743, + "total_tokens": 46509, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5584, + "estimated_output_tokens": 552, + "estimated_total_tokens": 6136, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 40470.36, + "sql_execution_elapsed_ms_total": 30.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ce42740c1a239a50\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f5004d75b5065d344893e21a6da2214b81a3050c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..48e1a268649e12cc4035323683a65796fa6ee763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce99455b6687cfa1", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18297.42, + "sql_execution_elapsed_ms_total": 21.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ce99455b6687cfa1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..c321db44c8e58a636c70a7291ebafe720ed9f782 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:23.865577+00:00", + "ended_at": "2026-05-04T07:49:42.163121+00:00", + "elapsed_ms": 18297.42, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 702, + "bytes_utf8": 702, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13207 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 374, + "bytes_utf8": 374, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 112 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..77753937382f69fc78cb76c75b6c667cb077a3ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ee461562c92cb1cd80788dff5c028a6a09a9deb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-abcd-72c2-b2ac-c352b4ae2078"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the provided Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":112}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6f731f080bf9ea289ca0d329bfc30d8f8c41ca39 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X9\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the provided Window Partition Average template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f24db415506f0d77cb62e2d8df62e7f855687c63 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:28.257494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:32.283210Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:41.096212Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..918b3ecc6270c8e31273ec723215eaea5e236b52 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "avg_measure": 6.6325}, {"y": "3", "avg_measure": 0.2275}, {"y": "2", "avg_measure": -0.0985}, {"y": "0", "avg_measure": -13.353}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa987b56d912f602d8ff90d3736e8378f30534e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_ce99455b6687cfa1 +-- problem_id: v2p_n6_ce70bcf6610f31b7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X9" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..97b47782cfa3c23e77255d399d4ef2786503bbe8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X9\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.6325}, {\"y\": \"3\", \"avg_measure\": 0.2275}, {\"y\": \"2\", \"avg_measure\": -0.0985}, {\"y\": \"0\", \"avg_measure\": -13.353}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.58}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..84fd71bc07e8636e4eeb77c00b4555d5ea0e87d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:49:23.861866+00:00", + "ended_at": "2026-05-04T07:49:42.209842+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ce99455b6687cfa1", + "problem_id": "v2p_n6_ce70bcf6610f31b7", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ce99455b6687cfa1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ce99455b6687cfa1", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 112, + "total_tokens": 22853, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2746, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 18297.42, + "sql_execution_elapsed_ms_total": 21.58, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ce99455b6687cfa1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..3762c002caf8f89e6d301ae3356f7b873f6c96d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ce99455b6687cfa1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:42.180832+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 18297.42, "started_at": "2026-05-04T07:49:23.865577+00:00", "ended_at": "2026-05-04T07:49:42.163121+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 374, "bytes_utf8": 374, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 112}, "stderr_preview": "2026-05-04T07:49:28.257494Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:32.283210Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d9979ffddc1d1283b8ff2b7a9d497c84ec08c7e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-7c97-7dd0-9832-ed4a12adae64"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X10\\\". Cast \\\"X10\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ebb9944ce1ea7d59bd1fb06b13f30ee50f878691 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X10\". Cast \"X10\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d564a11c19f4ee9a45757326364a4122f6a41649 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:43:48.459365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:43:52.462131Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:00.130976Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4c52768270f1349948728d1d03e35b74ca80f281 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10. +Result preview: [{"y": "1", "avg_measure": 3.7475}, {"y": "3", "avg_measure": 0.1605}, {"y": "2", "avg_measure": -0.5195}, {"y": "0", "avg_measure": -13.6335}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0799797e4da1d77047f6bded855cd9dfbd9a294 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_cef362353274da06 +-- problem_id: v2p_n6_994dfaf8d45b48fa +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..09957e3b83ed269b42257a388960c210cd8a4da0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X10\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X10\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.7475}, {\"y\": \"3\", \"avg_measure\": 0.1605}, {\"y\": \"2\", \"avg_measure\": -0.5195}, {\"y\": \"0\", \"avg_measure\": -13.6335}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.05}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ff55523998b83bc62026f4177d3698059b6fa6fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:43:48.149904+00:00", + "ended_at": "2026-05-04T07:44:00.959927+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_cef362353274da06", + "problem_id": "v2p_n6_994dfaf8d45b48fa", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X10.", + "bindings": { + "group_col": "y", + "measure_col": "X10", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/2", + "binding_index=25" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_cef362353274da06.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_cef362353274da06", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22847, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12740.48, + "sql_execution_elapsed_ms_total": 6.05, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_cef362353274da06\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..69b6d84986650bb67859969cec7847f01c300edb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_cef362353274da06/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:00.914936+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12740.48, "started_at": "2026-05-04T07:43:48.163069+00:00", "ended_at": "2026-05-04T07:44:00.896460+00:00", "prompt_metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:43:48.459365Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:43:52.462131Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb89160cef06acb20dd12e0941f52b5156d903d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-972e-77a2-bbdc-3e0195b77520"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) BETWEEN -4.0 AND 5.0;\",\"notes\":\"Used the provided filtered-sum template with measure_col bound to \\\"X9\\\" and band_col bound to \\\"X9\\\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":117}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..665328469090a9a505fc295a6e149b9ad7111982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) BETWEEN -4.0 AND 5.0;","notes":"Used the provided filtered-sum template with measure_col bound to \"X9\" and band_col bound to \"X9\". CAST to REAL is needed because the SQLite schema stores numeric-looking values as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..04f3f90ac2832f41d0217b9d84f345e635ee11a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:29.350316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:31.875969Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:41.370954Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f5ceee9e1f68de6bc39c999bdc3d4a12541f6831 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9. +Result preview: [{"total_measure": 1184.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a272906b5c5265b62765a8732f2c09cea48f6e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_d00502523de02b2e +-- problem_id: v2p_n6_aa19efc000f99c44 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) BETWEEN -4.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..646090416366632852cdf27d027fdbfd95cba3f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X9\" AS REAL) BETWEEN -4.0 AND 5.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X9\\\" AS REAL) BETWEEN -4.0 AND 5.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": 1184.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.63}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..341f436790226986b3b4a9bd40ef2ebbfe14edc1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:02:29.165138+00:00", + "ended_at": "2026-05-04T08:02:42.184181+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d00502523de02b2e", + "problem_id": "v2p_n6_aa19efc000f99c44", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X9.", + "bindings": { + "measure_col": "X9", + "band_col": "X9", + "band_cut_1": -4.0, + "band_cut_2": 5.0, + "lower_bound": -4.0, + "upper_bound": 5.0, + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=88" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d00502523de02b2e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d00502523de02b2e", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 117, + "total_tokens": 22888, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2783, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12988.17, + "sql_execution_elapsed_ms_total": 2.63, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d00502523de02b2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6091b3ef36a7b361e2aa3093e07f871295b4f62e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d00502523de02b2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:42.172938+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12988.17, "started_at": "2026-05-04T08:02:29.167960+00:00", "ended_at": "2026-05-04T08:02:42.155729+00:00", "prompt_metrics": {"chars": 8535, "bytes_utf8": 8535, "lines": 304, "estimated_tokens": 2682}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 117}, "stderr_preview": "2026-05-04T08:02:29.350316Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:31.875969Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..de98e5e51817f86c09644ec4e254b1dcdac1e403 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ec-fedb-78f2-bf75-d03ef3b8b4bb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"row_count\\\" DESC;\",\"notes\":\"Uses the provided grouped-count template with group_col bound to \\\"y\\\" on the single table \\\"n6\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":19840,"output_tokens":138}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1af0781c7016c3957cf6858689dc75186c398d83 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS \"row_count\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"row_count\" DESC;","notes":"Uses the provided grouped-count template with group_col bound to \"y\" on the single table \"n6\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..8a89b913963203c7b324061b73b9330874dd5ce4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:38:54.130020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:38:56.673162Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:06.434924Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ce8bcc23d7f0aebc2a619d4f394423b7026d7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_d09890b70041a24e +-- problem_id: v2p_n6_1a4b27d513bd735b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS "row_count" +FROM "n6" +GROUP BY "y" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99e0f0f68e904c02c0307ab7feb6af89025a00a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS \"row_count\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"row_count\" DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS \\\"row_count\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"row_count\\\" DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.86}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..13251551bb21212588cc0a05c65bbda1c582ba19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:38:53.906002+00:00", + "ended_at": "2026-05-04T07:39:07.184719+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d09890b70041a24e", + "problem_id": "v2p_n6_1a4b27d513bd735b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/1", + "binding_index=2" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d09890b70041a24e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d09890b70041a24e", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 19840, + "output_tokens": 138, + "total_tokens": 22841, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 72, + "estimated_total_tokens": 2684, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13246.22, + "sql_execution_elapsed_ms_total": 3.86, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d09890b70041a24e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..4abcb4efef59fd6461347f38e7c30da3d0a35dcd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d09890b70041a24e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:07.173193+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13246.22, "started_at": "2026-05-04T07:38:53.908866+00:00", "ended_at": "2026-05-04T07:39:07.152808+00:00", "prompt_metrics": {"chars": 8341, "bytes_utf8": 8341, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 261, "bytes_utf8": 261, "lines": 1, "estimated_tokens": 72}, "usage": {"input_tokens": 22703, "cached_input_tokens": 19840, "output_tokens": 138}, "stderr_preview": "2026-05-04T07:38:54.130020Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:38:56.673162Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1da1f13dd26033cd75b1945126d2e14445bca17d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-40ed-7b70-8cd3-c6bb7fe22b2b"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X8\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Cast \\\"X8\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":143}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..62394cfc294e946f56fee27d8ad992f170d915f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X8\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 10;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X8\". Cast \"X8\" from TEXT to REAL for numeric aggregation in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82468c2186491d4330ff1c60e68f5f35ddf9af0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:30.310098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:32.633056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:40.446891Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1e64ae3f31766a0fe169df11e29c5b342ef3733 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..619a86bdf7ec078ffda07bd12059ce89355fabb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_d17efc99e471dd15 +-- problem_id: v2p_n6_5a5028040d10eed3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X8" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5c0e9a8d394b841e1bbe818f0f0e0ad54207e422 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X8\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X8\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 10;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X8\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X8\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 10;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..30b05034a9d74c7648c7f6c154505814ef8cf4b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:18:30.119851+00:00", + "ended_at": "2026-05-04T08:18:41.492606+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d17efc99e471dd15", + "problem_id": "v2p_n6_5a5028040d10eed3", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/2", + "binding_index=135" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d17efc99e471dd15.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d17efc99e471dd15", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11337.99, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d17efc99e471dd15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..16a9313c55418e7ed159e6c3eec268d916d30210 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:41.478515+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11337.99, "started_at": "2026-05-04T08:18:30.122045+00:00", "ended_at": "2026-05-04T08:18:41.460023+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 115}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 143}, "stderr_preview": "2026-05-04T08:18:30.310098Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:32.633056Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 10;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Cast \\\"X8\\\" from TEXT to REAL for numeric aggregation in SQLite.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1a4c9e324d5f5d4d96622574685e0c76d76c43ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d17efc99e471dd15/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d17efc99e471dd15", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 143, + "total_tokens": 22914, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 115, + "estimated_total_tokens": 2797, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11337.99, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d17efc99e471dd15\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..599e2bc08dafe510ac55d4e6520fa5f578687bb3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..923fc96c4c3981677893b1e2eb235f3ec55ec8a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d27ee52265ccc37a", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13023.12, + "sql_execution_elapsed_ms_total": 28.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d27ee52265ccc37a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..521d52fddbbd25ca316ef74a0cadc5ba6ed80454 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:42.215131+00:00", + "ended_at": "2026-05-04T07:49:55.237973+00:00", + "elapsed_ms": 13023.12, + "prompt_metrics": { + "chars": 8504, + "bytes_utf8": 8504, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 693, + "bytes_utf8": 693, + "lines": 4, + "estimated_tokens": 203 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13217 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 365, + "bytes_utf8": 365, + "lines": 1, + "estimated_tokens": 96 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 169 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a39bd50e1836531c1719705effb07efb15108b0c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..86e3975dbf4f7444a54fa1d63c4d78ea07efaa25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-e390-7d72-ba68-d2d5faba410e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X9\\\". Cast \\\"X9\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":19840,"output_tokens":169}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e21a9ad28977f8823afd44aa497fb7d5af48e1a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X9\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X9\". Cast \"X9\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..129ce84b79500bdd614d56e7ec5bd7b3090a6c97 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:42.463848Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:44.875200Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:54.511831Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b4999ee8e341e0a70b600e4aa90194342219fc5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "1", "avg_measure": 6.6325}, {"y": "3", "avg_measure": 0.2275}, {"y": "2", "avg_measure": -0.0985}, {"y": "0", "avg_measure": -13.353}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0e4e654e49fb3f7cff540f24da9dc3cfa5b1641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_d27ee52265ccc37a +-- problem_id: v2p_n6_d21dee93e3644ea7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X9" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb529470284ad901c90971da74777b39420c58f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X9\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X9\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.6325}, {\"y\": \"3\", \"avg_measure\": 0.2275}, {\"y\": \"2\", \"avg_measure\": -0.0985}, {\"y\": \"0\", \"avg_measure\": -13.353}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fc12851619483ba6cb17c8eb405c79485be79ce9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:49:42.212273+00:00", + "ended_at": "2026-05-04T07:49:55.297137+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d27ee52265ccc37a", + "problem_id": "v2p_n6_d21dee93e3644ea7", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 15, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=40" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d27ee52265ccc37a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d27ee52265ccc37a", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 19840, + "output_tokens": 169, + "total_tokens": 22909, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 96, + "estimated_total_tokens": 2745, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13023.12, + "sql_execution_elapsed_ms_total": 28.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d27ee52265ccc37a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8922e2ed51c6d03ac786613bd128152fd0213c92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d27ee52265ccc37a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:55.258922+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13023.12, "started_at": "2026-05-04T07:49:42.215131+00:00", "ended_at": "2026-05-04T07:49:55.237973+00:00", "prompt_metrics": {"chars": 8504, "bytes_utf8": 8504, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 365, "bytes_utf8": 365, "lines": 1, "estimated_tokens": 96}, "usage": {"input_tokens": 22740, "cached_input_tokens": 19840, "output_tokens": 169}, "stderr_preview": "2026-05-04T07:49:42.463848Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:44.875200Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_tpcds_topk_group_sum", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a5c010062839d3426106d2c4cb60603b01d35633 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fb-7ced-71b3-9a9c-c26c3ee29316"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X6\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=11. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22808,"cached_input_tokens":19840,"output_tokens":163}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..02e09788d2f8536424fe1e184ccbc5ba00fa4a0a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;","notes":"Used the provided template with fixed bindings: group_col=\"y\", measure_col=\"X9\", predicate_col=\"X6\", predicate_op=\">=\", predicate_value=8.0, top_k=11. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..53b96a350f78bc984d05c621054314de788864e6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:54:43.871679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:54:46.177679Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:54:54.733347Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f803897b572d51b79f7997de9fa4c441d2eb54ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "total_measure": 18142.0}, {"y": "1", "total_measure": 6916.0}, {"y": "2", "total_measure": 193.0}, {"y": "3", "total_measure": 134.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1fdeea0d1bf52bcbaedc6b2f6ef0cb771cd9406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d4a7e57d9d1fbd5c +-- problem_id: v2p_n6_f665baf5fb45377c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..865e62339fbe20ebf75b6b982e6f9d3f8b9e35a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpcds_topk_group_sum\nSELECT \"y\", SUM(CAST(\"X9\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY total_measure DESC\nLIMIT 11;", "result": "{\"query\": \"-- template_id: tpl_tpcds_topk_group_sum\\nSELECT \\\"y\\\", SUM(CAST(\\\"X9\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"0\", \"total_measure\": 18142.0}, {\"y\": \"1\", \"total_measure\": 6916.0}, {\"y\": \"2\", \"total_measure\": 193.0}, {\"y\": \"3\", \"total_measure\": 134.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.9}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0aae12f3e922be0f36a10a46e3ccd9d4927374ba --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:54:43.694086+00:00", + "ended_at": "2026-05-04T07:54:55.543129+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d4a7e57d9d1fbd5c", + "problem_id": "v2p_n6_f665baf5fb45377c", + "dataset_id": "n6", + "template_id": "tpl_tpcds_topk_group_sum", + "template_name": "Top-k Group Sum with Filter", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Top-k Group Sum with Filter to probe internal_profile_stability with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "predicate_col": "X6", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=1/2", + "binding_index=56" + ], + "template_selection_mode": "cli", + "selected_template_rank": 5, + "problem_index_within_template": 9, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d4a7e57d9d1fbd5c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d4a7e57d9d1fbd5c", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 22971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11813.43, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d4a7e57d9d1fbd5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f6e843322c87372ee0921e5aebd84bc5bd93e03b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:54:55.524340+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11813.43, "started_at": "2026-05-04T07:54:43.697718+00:00", "ended_at": "2026-05-04T07:54:55.510726+00:00", "prompt_metrics": {"chars": 8692, "bytes_utf8": 8692, "lines": 304, "estimated_tokens": 2719}, "response_metrics": {"chars": 469, "bytes_utf8": 469, "lines": 1, "estimated_tokens": 132}, "usage": {"input_tokens": 22808, "cached_input_tokens": 19840, "output_tokens": 163}, "stderr_preview": "2026-05-04T07:54:43.871679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:54:46.177679Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY total_measure DESC\\nLIMIT 11;\",\"notes\":\"Used the provided template with fixed bindings: group_col=\\\"y\\\", measure_col=\\\"X9\\\", predicate_col=\\\"X6\\\", predicate_op=\\\">=\\\", predicate_value=8.0, top_k=11. Cast numeric-like TEXT columns to REAL for SQLite-compatible aggregation and filtering.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..d90a3a603dfc23b0afab71c8f9d708f22da08994 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d4a7e57d9d1fbd5c/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d4a7e57d9d1fbd5c", + "api_calls": 0, + "input_tokens": 22808, + "cached_input_tokens": 19840, + "output_tokens": 163, + "total_tokens": 22971, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2719, + "estimated_output_tokens": 132, + "estimated_total_tokens": 2851, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11813.43, + "sql_execution_elapsed_ms_total": 2.9, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d4a7e57d9d1fbd5c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6638cf45b2bd134424471f1b8fc139ff0afc161d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2795}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": 182}, "usage": {"input_tokens": 22886, "cached_input_tokens": 19840, "output_tokens": 211}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..0b2e9aa6f4fb79aa0c94db2fe50322e2d4948791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d50ee61d3663572f", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 211, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14806.91, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d50ee61d3663572f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2c55cac3203777048e9129282d9a7605921bcd15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:48.874711+00:00", + "ended_at": "2026-05-04T08:00:03.681763+00:00", + "elapsed_ms": 14806.91, + "prompt_metrics": { + "chars": 9009, + "bytes_utf8": 9009, + "lines": 302, + "estimated_tokens": 2795 + }, + "stdout_metrics": { + "chars": 990, + "bytes_utf8": 990, + "lines": 4, + "estimated_tokens": 300 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13194 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 652, + "bytes_utf8": 652, + "lines": 1, + "estimated_tokens": 182 + }, + "usage": { + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 211 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0222b547fcdeaa4a66e4127883e20976b96ed59d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X13.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X13", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..12194b6c5ffe7930f481101d1c4236670ee878fc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df200-24f8-72c2-bb14-29a43b6aa37e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X13\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"X13\\\" and predicate_col bound to \\\"X9\\\" >= 8.0. Cast both text-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22886,"cached_input_tokens":19840,"output_tokens":211}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7480c5d5fdda8a20e8da983542731e829a6022c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X13\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X9\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X13\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the required template with measure_col bound to \"X13\" and predicate_col bound to \"X9\" >= 8.0. Cast both text-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a8dede953fc876c1ee84505479bfb27a900e61fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:49.037994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:51.333343Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:00:02.784930Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a9fce673aa1f0fb2df5cb339cc2a861d00bb01fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X13. +Result preview: [{"median_measure": 13.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..668e9b899430574f5128e076ed93642dcff14233 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_d50ee61d3663572f +-- problem_id: v2p_n6_2e6f56cdebbf203e +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X13" AS REAL) AS "X13", + ROW_NUMBER() OVER (ORDER BY CAST("X13" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X9" AS REAL) >= 8.0 +) +SELECT AVG("X13") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8a4c045378c7f4869240ddfa9f6813b4d29a8041 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X13\" AS REAL) AS \"X13\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X13\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X9\" AS REAL) >= 8.0\n)\nSELECT AVG(\"X13\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X13\\\" AS REAL) AS \\\"X13\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X13\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X9\\\" AS REAL) >= 8.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 13.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 7.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f19e18cb55fcce8645ab7716119acdeb25d04f71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:59:48.871711+00:00", + "ended_at": "2026-05-04T08:00:03.716470+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d50ee61d3663572f", + "problem_id": "v2p_n6_2e6f56cdebbf203e", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role focused_target_view. Focus on measure_col=X13.", + "bindings": { + "measure_col": "X13", + "predicate_col": "X9", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=76" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d50ee61d3663572f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d50ee61d3663572f", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 211, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14806.91, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d50ee61d3663572f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..05a96a6c98ec8d2b0d1d75de7a776e4a8d55c715 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:00:03.702067+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14806.91, "started_at": "2026-05-04T07:59:48.874711+00:00", "ended_at": "2026-05-04T08:00:03.681763+00:00", "prompt_metrics": {"chars": 9009, "bytes_utf8": 9009, "lines": 302, "estimated_tokens": 2795}, "response_metrics": {"chars": 652, "bytes_utf8": 652, "lines": 1, "estimated_tokens": 182}, "usage": {"input_tokens": 22886, "cached_input_tokens": 19840, "output_tokens": 211}, "stderr_preview": "2026-05-04T07:59:49.037994Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:51.333343Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\n)\\nSELECT AVG(\\\"X13\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"X13\\\" and predicate_col bound to \\\"X9\\\" >= 8.0. Cast both text-backed numeric fields to REAL for SQLite-compatible numeric filtering, ordering, and median calculation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..3fdfbba07a0018bccf8b9c82b17eb535d3dd3aef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d50ee61d3663572f/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d50ee61d3663572f", + "api_calls": 0, + "input_tokens": 22886, + "cached_input_tokens": 19840, + "output_tokens": 211, + "total_tokens": 23097, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2795, + "estimated_output_tokens": 182, + "estimated_total_tokens": 2977, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14806.91, + "sql_execution_elapsed_ms_total": 7.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d50ee61d3663572f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0735a7fd5e017183f08d1b7bb99ad76c21d91a55 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2796}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": 176}, "usage": {"input_tokens": 22887, "cached_input_tokens": 19840, "output_tokens": 203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..33d994cf2d2aea2d05987d68f963ead091220092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d565df681e80e058", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12585.41, + "sql_execution_elapsed_ms_total": 13.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d565df681e80e058\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b622e8fe8d52b8be3be17056756018beee320c6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:59:36.234771+00:00", + "ended_at": "2026-05-04T07:59:48.819887+00:00", + "elapsed_ms": 12585.41, + "prompt_metrics": { + "chars": 9008, + "bytes_utf8": 9008, + "lines": 302, + "estimated_tokens": 2796 + }, + "stdout_metrics": { + "chars": 943, + "bytes_utf8": 943, + "lines": 4, + "estimated_tokens": 296 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13257 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 605, + "bytes_utf8": 605, + "lines": 1, + "estimated_tokens": 176 + }, + "usage": { + "input_tokens": 22887, + "cached_input_tokens": 19840, + "output_tokens": 203 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1dd22458f01c2358e7140a704b06b3fa0382f455 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "required_roles": [ + "measure_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12.", + "planned_template_id": "tpl_m4_median_filtered_numeric", + "bindings": { + "measure_col": "X12", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..31b9f9cf00a2a7af106f422e1ef8571080436551 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ff-f3a1-7c51-9ae3-4c85805a4fc7"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X12\\\" AS REAL) AS \\\"X12\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X12\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X12\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"X12\\\" and predicate_col bound to \\\"X8\\\" >= 5.0. Cast both columns to REAL because the SQLite schema stores them as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22887,"cached_input_tokens":19840,"output_tokens":203}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3719ddfdfe358652aadd3095b4e328f7c54dc0a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X12\" AS REAL) AS \"X12\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X12\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X8\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X12\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;","notes":"Used the required template with measure_col bound to \"X12\" and predicate_col bound to \"X8\" >= 5.0. Cast both columns to REAL because the SQLite schema stores them as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..abc0f70ccf417acd2e1acb177a3283c69efbc5b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:59:36.394235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:59:38.853664Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:59:48.183866Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c605dc3777665ddbe9825a335c7934764a2f49f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12. +Result preview: [{"median_measure": 3.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afbc6827eefe90e3291b2d0a35bc7bab2f0b5a8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/generated_sql.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_d565df681e80e058 +-- problem_id: v2p_n6_736f557d635efcd8 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X12" AS REAL) AS "X12", + ROW_NUMBER() OVER (ORDER BY CAST("X12" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X8" AS REAL) >= 5.0 +) +SELECT AVG("X12") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a9eefdc96598bcf74e1e97d331b134cf97f8c950 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_median_filtered_numeric\nWITH ranked AS (\n SELECT CAST(\"X12\" AS REAL) AS \"X12\",\n ROW_NUMBER() OVER (ORDER BY CAST(\"X12\" AS REAL)) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM \"n6\"\n WHERE CAST(\"X8\" AS REAL) >= 5.0\n)\nSELECT AVG(\"X12\") AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", "result": "{\"query\": \"-- template_id: tpl_m4_median_filtered_numeric\\nWITH ranked AS (\\n SELECT CAST(\\\"X12\\\" AS REAL) AS \\\"X12\\\",\\n ROW_NUMBER() OVER (ORDER BY CAST(\\\"X12\\\" AS REAL)) AS row_num,\\n COUNT(*) OVER () AS total_rows\\n FROM \\\"n6\\\"\\n WHERE CAST(\\\"X8\\\" AS REAL) >= 5.0\\n)\\nSELECT AVG(\\\"X12\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\", \"columns\": [\"median_measure\"], \"rows\": [{\"median_measure\": 3.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 13.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8db3d8258bd028bb7e7ca5476fb30be9389bb29a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:59:36.231787+00:00", + "ended_at": "2026-05-04T07:59:48.867200+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d565df681e80e058", + "problem_id": "v2p_n6_736f557d635efcd8", + "dataset_id": "n6", + "template_id": "tpl_m4_median_filtered_numeric", + "template_name": "Filtered Median Numeric Slice", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Median Numeric Slice to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X12.", + "bindings": { + "measure_col": "X12", + "predicate_col": "X8", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 10, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "WITH ranked AS (\n SELECT {measure_col},\n ROW_NUMBER() OVER (ORDER BY {measure_col}) AS row_num,\n COUNT(*) OVER () AS total_rows\n FROM {table}\n WHERE {predicate_col} {predicate_op} {predicate_value}\n)\nSELECT AVG({measure_col}) AS median_measure\nFROM ranked\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=1/1", + "binding_index=75" + ], + "template_selection_mode": "cli", + "selected_template_rank": 7, + "problem_index_within_template": 4, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d565df681e80e058.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d565df681e80e058", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12585.41, + "sql_execution_elapsed_ms_total": 13.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d565df681e80e058\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5abe2e63277c14e297173a81922fa3c0ca7bbccd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:59:48.843601+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12585.41, "started_at": "2026-05-04T07:59:36.234771+00:00", "ended_at": "2026-05-04T07:59:48.819887+00:00", "prompt_metrics": {"chars": 9008, "bytes_utf8": 9008, "lines": 302, "estimated_tokens": 2796}, "response_metrics": {"chars": 605, "bytes_utf8": 605, "lines": 1, "estimated_tokens": 176}, "usage": {"input_tokens": 22887, "cached_input_tokens": 19840, "output_tokens": 203}, "stderr_preview": "2026-05-04T07:59:36.394235Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:59:38.853664Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\n)\\nSELECT AVG(\\\"X12\\\") AS median_measure\\nFROM ranked\\nWHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2;\",\"notes\":\"Used the required template with measure_col bound to \\\"X12\\\" and predicate_col bound to \\\"X8\\\" >= 5.0. Cast both columns to REAL because the SQLite schema stores them as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..49502fdbea27857ab437fc4fd800802807c29cf2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d565df681e80e058/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d565df681e80e058", + "api_calls": 0, + "input_tokens": 22887, + "cached_input_tokens": 19840, + "output_tokens": 203, + "total_tokens": 23090, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2796, + "estimated_output_tokens": 176, + "estimated_total_tokens": 2972, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12585.41, + "sql_execution_elapsed_ms_total": 13.98, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d565df681e80e058\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f7d73d511800d335a1529851561340d656488a25 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9adc0f53be9393654358de7badfed15d6021b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d7d02362b4c2901c", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 22876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12839.06, + "sql_execution_elapsed_ms_total": 5.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d7d02362b4c2901c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..2876623f4af93dae232084d9c0274cd31ece79e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:27.068800+00:00", + "ended_at": "2026-05-04T07:45:39.910832+00:00", + "elapsed_ms": 12839.06, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 655, + "bytes_utf8": 655, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 327, + "bytes_utf8": 327, + "lines": 1, + "estimated_tokens": 91 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 147 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e676a20033abc1bbc8c5d5b30ac4c08a258aefbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..cba7d2bee6c62a3481649afd8f098f1cb20293db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f2-fec0-7d42-bb92-ceb0ad7bf9ff"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X13\\\". Cast \\\"X13\\\" to REAL because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":21888,"output_tokens":147}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..caa6ca1cb7fa40facfae04c6f240749a906d2ecc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X13\". Cast \"X13\" to REAL because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..51d576e7a3b0f195f4b5186240c0f14c8c9833ef --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:27.293332Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:29.745850Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:45:38.705695Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6fb56f1cc9d5bd12732d241a9b54c4280b64769f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13. +Result preview: [{"y": "1", "avg_measure": 5.546}, {"y": "3", "avg_measure": 0.4795}, {"y": "2", "avg_measure": -0.3165}, {"y": "0", "avg_measure": -14.365}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..afed3cde282b57af4a05b9c1cacafc59de600b90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_d7d02362b4c2901c +-- problem_id: v2p_n6_7651dbec3a9304c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a7ca731805adb3eb9f55ec231ffc53b27149de01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X13\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X13\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 5.546}, {\"y\": \"3\", \"avg_measure\": 0.4795}, {\"y\": \"2\", \"avg_measure\": -0.3165}, {\"y\": \"0\", \"avg_measure\": -14.365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.67}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..072b74e89fde134eecf9eab3dd39cd1c14d8a5af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:45:27.068800+00:00", + "ended_at": "2026-05-04T07:45:39.956513+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d7d02362b4c2901c", + "problem_id": "v2p_n6_7651dbec3a9304c8", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X13.", + "bindings": { + "group_col": "y", + "measure_col": "X13", + "top_k": 13, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=28" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d7d02362b4c2901c.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d7d02362b4c2901c", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 21888, + "output_tokens": 147, + "total_tokens": 22876, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 91, + "estimated_total_tokens": 2729, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12839.06, + "sql_execution_elapsed_ms_total": 5.67, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d7d02362b4c2901c\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ad4f00d3f89c1339f48267cf2602a63b82c35f92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d7d02362b4c2901c/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:45:39.935885+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12839.06, "started_at": "2026-05-04T07:45:27.068800+00:00", "ended_at": "2026-05-04T07:45:39.910832+00:00", "prompt_metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 327, "bytes_utf8": 327, "lines": 1, "estimated_tokens": 91}, "usage": {"input_tokens": 22729, "cached_input_tokens": 21888, "output_tokens": 147}, "stderr_preview": "2026-05-04T07:45:27.293332Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:29.745850Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..935ea68a72401288b9a023dfb1feeb2d0a68fbb1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df212-d138-7851-980c-1ee163dcbff4"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 7.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":157}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84f7d3530a38b509c13d7776c03339960b240a0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 7.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Used the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bacb9053d7e9fd83eba61f84f60246129592bfc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:20:12.777225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:20:15.219242Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:20:27.398338Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7b1398551628e81c41fd09131f6fb7dc4573c880 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/final_answer.txt @@ -0,0 +1 @@ +No rows were returned for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12. \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d2f82323251a61bd3da2000f371bcfccf48b387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_d83aa4a8263e329e +-- problem_id: v2p_n6_ce740d9d64905f34 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 7.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8c0c8406d14ecbd31de52217f591928070a84a54 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X12\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X12\" AS REAL)) > 7.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X12\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X12\\\" AS REAL)) > 7.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [], \"row_count_returned\": 0, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.16}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..5c9d43825224318a7a52de5d3f522d819b9a1993 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:12.574666+00:00", + "ended_at": "2026-05-04T08:20:28.365771+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d83aa4a8263e329e", + "problem_id": "v2p_n6_ce740d9d64905f34", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=139" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d83aa4a8263e329e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d83aa4a8263e329e", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15754.7, + "sql_execution_elapsed_ms_total": 5.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d83aa4a8263e329e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..dada023a0365083877c94292f82ce46f14f9ae7e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:20:28.352734+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 15754.7, "started_at": "2026-05-04T08:20:12.578491+00:00", "ended_at": "2026-05-04T08:20:28.333378+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 445, "bytes_utf8": 445, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 157}, "stderr_preview": "2026-05-04T08:20:12.777225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:20:15.219242Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 7.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8f8e503fc3288c5c26e9768eb572dadc3f7bc4a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d83aa4a8263e329e/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d83aa4a8263e329e", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 157, + "total_tokens": 22928, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 15754.7, + "sql_execution_elapsed_ms_total": 5.16, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d83aa4a8263e329e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1f62ad7099f4df1343755ac5bcfb20f661021946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 283}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9347, "bytes_utf8": 9347, "lines": 304, "estimated_tokens": 2907}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 968, "bytes_utf8": 968, "lines": 1, "estimated_tokens": 295}, "usage": {"input_tokens": 22998, "cached_input_tokens": 21888, "output_tokens": 418}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..cec7f0212b7aa45206d7f8a3eb46f27b1d80fe93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d8dff0219ad37ae8", + "api_calls": 0, + "input_tokens": 45765, + "cached_input_tokens": 43776, + "output_tokens": 701, + "total_tokens": 46466, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5583, + "estimated_output_tokens": 542, + "estimated_total_tokens": 6125, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31407.88, + "sql_execution_elapsed_ms_total": 38.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d8dff0219ad37ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..58481a900b865721c274195dffe68b3cdf69b278 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:09.097144+00:00", + "ended_at": "2026-05-04T08:10:23.712439+00:00", + "elapsed_ms": 14614.9, + "prompt_metrics": { + "chars": 8598, + "bytes_utf8": 8598, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1239, + "bytes_utf8": 1239, + "lines": 4, + "estimated_tokens": 404 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13181 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 822, + "bytes_utf8": 822, + "lines": 1, + "estimated_tokens": 247 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 283 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d78fd6e56be19579f59292069e029c370167f360 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:10:23.736672+00:00", + "ended_at": "2026-05-04T08:10:40.529174+00:00", + "elapsed_ms": 16792.98, + "prompt_metrics": { + "chars": 9347, + "bytes_utf8": 9347, + "lines": 304, + "estimated_tokens": 2907 + }, + "stdout_metrics": { + "chars": 1395, + "bytes_utf8": 1395, + "lines": 4, + "estimated_tokens": 461 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13236 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 968, + "bytes_utf8": 968, + "lines": 1, + "estimated_tokens": 295 + }, + "usage": { + "input_tokens": 22998, + "cached_input_tokens": 21888, + "output_tokens": 418 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..1c2044bc60766652ba469b087df83e1a967a7082 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..6e7bc1352b0c2bb8cef6531631cc71138779f067 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..25490b3a43abe2bea14c52c3cae11e4e282844cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-9bd6-7783-a145-8f3bf8834291"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X7\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.95 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile approximation per group on \\\"X7\\\" grouped by \\\"y\\\", casting the TEXT measure column to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":283}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fb3db2e4bcf12e567d3bad78ebe02f3bf50bef08 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X7\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.95 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based nearest-rank 95th percentile approximation per group on \"X7\" grouped by \"y\", casting the TEXT measure column to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d8de7812c72ef57337c04a40a1d065db16a961c6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df209-d505-78a3-8243-824a5fd2ba2c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression for the 95th-percentile rank within each y group, while keeping the planned grouped percentile-point logic on X7.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22998,"cached_input_tokens":21888,"output_tokens":418}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..8b8a838feeef2e7e9edf36aa6b6e904ff4b3b8f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL\n AND \"y\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression for the 95th-percentile rank within each y group, while keeping the planned grouped percentile-point logic on X7."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c2264757f6d9991c42ceba625e586ff421978e8f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:09.290612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:11.679088Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:22.805274Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..9ba9591933718ce7b3668164f17e7362b733c09d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:10:23.940113Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:10:26.382098Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:10:39.640262Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..50446d4a631091787526df7eb5c64954d7a6e081 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "0", "percentile_measure": 99.0}, {"y": "1", "percentile_measure": 22.0}, {"y": "3", "percentile_measure": 13.0}, {"y": "2", "percentile_measure": 8.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..08bd898071365ef06affb47adb77cc949b38876e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_d8dff0219ad37ae8 +-- problem_id: v2p_n6_1c31a6bf656ea17a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X7" IS NOT NULL AND "y" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ced6e356dfe82fa2c9ef65c7a27dc0cdd2c0a50b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X7\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X7\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X7\" IS NOT NULL\n AND \"y\" IS NOT NULL\n),\n\"picked\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.95 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.95 * \"cnt\") > CAST((0.95 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"picked\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X7\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X7\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X7\\\" IS NOT NULL\\n AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"picked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.95 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.95 * \\\"cnt\\\") > CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 99.0}, {\"y\": \"1\", \"percentile_measure\": 22.0}, {\"y\": \"3\", \"percentile_measure\": 13.0}, {\"y\": \"2\", \"percentile_measure\": 8.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.38}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ea69499b57f4dfb50dfecfdc825bf45bfefc1b2b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:10:09.094418+00:00", + "ended_at": "2026-05-04T08:10:40.609062+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_d8dff0219ad37ae8", + "problem_id": "v2p_n6_1c31a6bf656ea17a", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 12, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=102" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_d8dff0219ad37ae8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d8dff0219ad37ae8", + "api_calls": 0, + "input_tokens": 45765, + "cached_input_tokens": 43776, + "output_tokens": 701, + "total_tokens": 46466, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5583, + "estimated_output_tokens": 542, + "estimated_total_tokens": 6125, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31407.88, + "sql_execution_elapsed_ms_total": 38.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d8dff0219ad37ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9c21870cc49009ccced6f8e64ffb48b218ff4ce8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:10:23.732577+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14614.9, "started_at": "2026-05-04T08:10:09.097144+00:00", "ended_at": "2026-05-04T08:10:23.712439+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 822, "bytes_utf8": 822, "lines": 1, "estimated_tokens": 247}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 283}, "stderr_preview": "2026-05-04T08:10:09.290612Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:10:11.679088Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n CAST((0.95 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"picked\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE-based ceiling expression for the 95th-percentile rank within each y group, while keeping the planned grouped percentile-point logic on X7.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4b780fe7d8a758efadf9caf3215989d26e000afa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_d8dff0219ad37ae8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_d8dff0219ad37ae8", + "api_calls": 0, + "input_tokens": 45765, + "cached_input_tokens": 43776, + "output_tokens": 701, + "total_tokens": 46466, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5583, + "estimated_output_tokens": 542, + "estimated_total_tokens": 6125, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 31407.88, + "sql_execution_elapsed_ms_total": 38.38, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_d8dff0219ad37ae8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6b52cb6063bbb6f7ec5de7660cfe5db4a5cbdfd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X13": "5", "support": 236, "avg_response": -1.305084745762712}, {"X13": "-4", "support": 236, "avg_response": -2.3516949152542375}, {"X13": "-3", "support": 234, "avg_response": -0.49145299145299143}, {"X13": "2", "support": 232, "avg_response": -0.25862068965517243}, {"X13": "-2", "support": 230, "avg_response": -4.113043478260869}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..13fdd2cafde855d707936804eaec98c31d62bb88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e046d6dc3c171134 +-- problem_id: v2p_n6_12556ce3d0e0337f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b9660042a16537ac2784846c7848a0760a18d927 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e046d6dc3c171134\n-- problem_id: v2p_n6_12556ce3d0e0337f\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X13\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X13\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e046d6dc3c171134\\n-- problem_id: v2p_n6_12556ce3d0e0337f\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X13\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X13\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X13\", \"support\", \"avg_response\"], \"rows\": [{\"X13\": \"5\", \"support\": 236, \"avg_response\": -1.305084745762712}, {\"X13\": \"-4\", \"support\": 236, \"avg_response\": -2.3516949152542375}, {\"X13\": \"-3\", \"support\": 234, \"avg_response\": -0.49145299145299143}, {\"X13\": \"2\", \"support\": 232, \"avg_response\": -0.25862068965517243}, {\"X13\": \"-2\", \"support\": 230, \"avg_response\": -4.113043478260869}, {\"X13\": \"-6\", \"support\": 225, \"avg_response\": -3.862222222222222}, {\"X13\": \"4\", \"support\": 224, \"avg_response\": -0.23660714285714285}, {\"X13\": \"-1\", \"support\": 223, \"avg_response\": -4.430493273542601}, {\"X13\": \"1\", \"support\": 220, \"avg_response\": -1.940909090909091}, {\"X13\": \"3\", \"support\": 216, \"avg_response\": -2.587962962962963}, {\"X13\": \"-5\", \"support\": 210, \"avg_response\": -1.9285714285714286}, {\"X13\": \"6\", \"support\": 199, \"avg_response\": -0.542713567839196}, {\"X13\": \"-7\", \"support\": 186, \"avg_response\": -3.021505376344086}, {\"X13\": \"7\", \"support\": 172, \"avg_response\": 0.5988372093023255}, {\"X13\": \"-9\", \"support\": 170, \"avg_response\": -5.035294117647059}, {\"X13\": \"-8\", \"support\": 168, \"avg_response\": -2.1488095238095237}, {\"X13\": \"0\", \"support\": 155, \"avg_response\": -1.4838709677419355}, {\"X13\": \"-10\", \"support\": 152, \"avg_response\": -2.960526315789474}, {\"X13\": \"12\", \"support\": 144, \"avg_response\": 0.2152777777777778}, {\"X13\": \"11\", \"support\": 143, \"avg_response\": -1.93006993006993}, {\"X13\": \"9\", \"support\": 137, \"avg_response\": 2.627737226277372}, {\"X13\": \"10\", \"support\": 133, \"avg_response\": 5.330827067669173}, {\"X13\": \"13\", \"support\": 127, \"avg_response\": 0.5905511811023622}, {\"X13\": \"8\", \"support\": 126, \"avg_response\": 2.007936507936508}, {\"X13\": \"-11\", \"support\": 109, \"avg_response\": -8.412844036697248}, {\"X13\": \"14\", \"support\": 107, \"avg_response\": -3.308411214953271}, {\"X13\": \"-12\", \"support\": 105, \"avg_response\": -4.114285714285714}, {\"X13\": \"17\", \"support\": 96, \"avg_response\": -0.5104166666666666}, {\"X13\": \"-13\", \"support\": 84, \"avg_response\": -4.226190476190476}, {\"X13\": \"-14\", \"support\": 76, \"avg_response\": -4.105263157894737}, {\"X13\": \"15\", \"support\": 75, \"avg_response\": -3.36}, {\"X13\": \"-17\", \"support\": 71, \"avg_response\": -8.028169014084508}, {\"X13\": \"-16\", \"support\": 68, \"avg_response\": -5.470588235294118}, {\"X13\": \"19\", \"support\": 65, \"avg_response\": -4.984615384615385}, {\"X13\": \"16\", \"support\": 64, \"avg_response\": -1.203125}, {\"X13\": \"-15\", \"support\": 64, \"avg_response\": -5.875}, {\"X13\": \"18\", \"support\": 56, \"avg_response\": -6.732142857142857}, {\"X13\": \"-18\", \"support\": 53, \"avg_response\": -12.679245283018869}, {\"X13\": \"20\", \"support\": 49, \"avg_response\": -9.285714285714286}, {\"X13\": \"-20\", \"support\": 45, \"avg_response\": 5.022222222222222}, {\"X13\": \"-21\", \"support\": 42, \"avg_response\": -3.6666666666666665}, {\"X13\": \"21\", \"support\": 39, \"avg_response\": 0.15384615384615385}, {\"X13\": \"-19\", \"support\": 39, \"avg_response\": -8.615384615384615}, {\"X13\": \"31\", \"support\": 38, \"avg_response\": -11.342105263157896}, {\"X13\": \"23\", \"support\": 37, \"avg_response\": 5.864864864864865}, {\"X13\": \"-22\", \"support\": 36, \"avg_response\": -11.416666666666666}, {\"X13\": \"-24\", \"support\": 34, \"avg_response\": -6.676470588235294}, {\"X13\": \"-25\", \"support\": 34, \"avg_response\": -12.088235294117647}, {\"X13\": \"24\", \"support\": 33, \"avg_response\": -3.090909090909091}, {\"X13\": \"22\", \"support\": 33, \"avg_response\": -5.03030303030303}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 16.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..198a2dce11f65174c52f838a7772553cd6c61ed0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.046983+00:00", + "ended_at": "2026-05-04T08:20:40.071217+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e046d6dc3c171134", + "problem_id": "v2p_n6_12556ce3d0e0337f", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X13.", + "bindings": { + "key_col": "X13", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=48", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 48, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e046d6dc3c171134.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e046d6dc3c171134/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..5cb34e97cd9b61bb42946035a692ff9831d8c6d0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X1": "-1", "support": 382, "avg_response": 0.49476439790575916}, {"X1": "-2", "support": 363, "avg_response": 0.0881542699724518}, {"X1": "1", "support": 362, "avg_response": -0.643646408839779}, {"X1": "2", "support": 341, "avg_response": 0.3225806451612903}, {"X1": "3", "support": 306, "avg_response": 0.4215686274509804}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab334b0f3dfe19c87ebc5cbcacda032a6e8c33d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e0c8cef8877a3ddc +-- problem_id: v2p_n6_26a4de14c6f1e802 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2abd5ed67609a0674485145649bc20127b252042 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e0c8cef8877a3ddc\n-- problem_id: v2p_n6_26a4de14c6f1e802\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X1\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X1\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e0c8cef8877a3ddc\\n-- problem_id: v2p_n6_26a4de14c6f1e802\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X1\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X1\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X1\", \"support\", \"avg_response\"], \"rows\": [{\"X1\": \"-1\", \"support\": 382, \"avg_response\": 0.49476439790575916}, {\"X1\": \"-2\", \"support\": 363, \"avg_response\": 0.0881542699724518}, {\"X1\": \"1\", \"support\": 362, \"avg_response\": -0.643646408839779}, {\"X1\": \"2\", \"support\": 341, \"avg_response\": 0.3225806451612903}, {\"X1\": \"3\", \"support\": 306, \"avg_response\": 0.4215686274509804}, {\"X1\": \"-3\", \"support\": 302, \"avg_response\": -0.2152317880794702}, {\"X1\": \"-4\", \"support\": 285, \"avg_response\": 0.968421052631579}, {\"X1\": \"0\", \"support\": 271, \"avg_response\": -0.02214022140221402}, {\"X1\": \"-5\", \"support\": 249, \"avg_response\": 0.8995983935742972}, {\"X1\": \"4\", \"support\": 236, \"avg_response\": 0.461864406779661}, {\"X1\": \"5\", \"support\": 226, \"avg_response\": 2.150442477876106}, {\"X1\": \"6\", \"support\": 221, \"avg_response\": 3.6877828054298645}, {\"X1\": \"-6\", \"support\": 219, \"avg_response\": 0.9269406392694064}, {\"X1\": \"-7\", \"support\": 188, \"avg_response\": -1.1861702127659575}, {\"X1\": \"7\", \"support\": 170, \"avg_response\": 3.388235294117647}, {\"X1\": \"8\", \"support\": 168, \"avg_response\": 2.7261904761904763}, {\"X1\": \"9\", \"support\": 166, \"avg_response\": 4.283132530120482}, {\"X1\": \"-8\", \"support\": 137, \"avg_response\": -0.6058394160583942}, {\"X1\": \"11\", \"support\": 110, \"avg_response\": 2.4545454545454546}, {\"X1\": \"-9\", \"support\": 109, \"avg_response\": -1.761467889908257}, {\"X1\": \"-10\", \"support\": 96, \"avg_response\": -2.4895833333333335}, {\"X1\": \"12\", \"support\": 91, \"avg_response\": 4.351648351648351}, {\"X1\": \"10\", \"support\": 89, \"avg_response\": 4.741573033707865}, {\"X1\": \"13\", \"support\": 76, \"avg_response\": 2.4210526315789473}, {\"X1\": \"-12\", \"support\": 70, \"avg_response\": -4.628571428571429}, {\"X1\": \"-13\", \"support\": 62, \"avg_response\": -3.693548387096774}, {\"X1\": \"-11\", \"support\": 60, \"avg_response\": -6.05}, {\"X1\": \"14\", \"support\": 58, \"avg_response\": 3.8275862068965516}, {\"X1\": \"15\", \"support\": 54, \"avg_response\": 4.777777777777778}, {\"X1\": \"-16\", \"support\": 51, \"avg_response\": -6.823529411764706}, {\"X1\": \"17\", \"support\": 50, \"avg_response\": 5.98}, {\"X1\": \"-15\", \"support\": 50, \"avg_response\": -3.64}, {\"X1\": \"16\", \"support\": 46, \"avg_response\": 5.391304347826087}, {\"X1\": \"20\", \"support\": 43, \"avg_response\": 10.86046511627907}, {\"X1\": \"22\", \"support\": 43, \"avg_response\": 9.604651162790697}, {\"X1\": \"-18\", \"support\": 41, \"avg_response\": -6.7073170731707314}, {\"X1\": \"-14\", \"support\": 37, \"avg_response\": -4.405405405405405}, {\"X1\": \"-17\", \"support\": 37, \"avg_response\": -9.054054054054054}, {\"X1\": \"18\", \"support\": 35, \"avg_response\": 7.057142857142857}, {\"X1\": \"24\", \"support\": 34, \"avg_response\": 8.441176470588236}, {\"X1\": \"-22\", \"support\": 34, \"avg_response\": -8.911764705882353}, {\"X1\": \"23\", \"support\": 33, \"avg_response\": 10.545454545454545}, {\"X1\": \"25\", \"support\": 33, \"avg_response\": 9.848484848484848}, {\"X1\": \"-23\", \"support\": 33, \"avg_response\": -13.757575757575758}, {\"X1\": \"26\", \"support\": 32, \"avg_response\": 12.8125}, {\"X1\": \"21\", \"support\": 32, \"avg_response\": 2.53125}, {\"X1\": \"19\", \"support\": 30, \"avg_response\": 6.4}, {\"X1\": \"33\", \"support\": 29, \"avg_response\": 14.862068965517242}, {\"X1\": \"27\", \"support\": 29, \"avg_response\": 13.172413793103448}, {\"X1\": \"-24\", \"support\": 29, \"avg_response\": -9.724137931034482}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.98}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..45d393c053a5c1cea6976ab25d49b9b667b48abb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.434283+00:00", + "ended_at": "2026-05-04T08:20:39.444325+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e0c8cef8877a3ddc", + "problem_id": "v2p_n6_26a4de14c6f1e802", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X1.", + "bindings": { + "key_col": "X1", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=1", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e0c8cef8877a3ddc.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e0c8cef8877a3ddc/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0987632581926e83a4d65ad911d6a658ea0750df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X5": "-5", "support": 237, "avg_response": -3.5527426160337554}, {"X5": "-3", "support": 235, "avg_response": -1.3148936170212766}, {"X5": "-1", "support": 222, "avg_response": -1.7162162162162162}, {"X5": "1", "support": 220, "avg_response": -1.35}, {"X5": "7", "support": 219, "avg_response": 1.3287671232876712}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ddff94d486463b472327d1a9e98f01c8df79354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e1117067f3597fae +-- problem_id: v2p_n6_31ec130533581b5c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c2b505cba8de182e34080d884c4a0a7077dbba0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e1117067f3597fae\n-- problem_id: v2p_n6_31ec130533581b5c\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X5\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X5\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e1117067f3597fae\\n-- problem_id: v2p_n6_31ec130533581b5c\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X5\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X5\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X5\", \"support\", \"avg_response\"], \"rows\": [{\"X5\": \"-5\", \"support\": 237, \"avg_response\": -3.5527426160337554}, {\"X5\": \"-3\", \"support\": 235, \"avg_response\": -1.3148936170212766}, {\"X5\": \"-1\", \"support\": 222, \"avg_response\": -1.7162162162162162}, {\"X5\": \"1\", \"support\": 220, \"avg_response\": -1.35}, {\"X5\": \"7\", \"support\": 219, \"avg_response\": 1.3287671232876712}, {\"X5\": \"2\", \"support\": 218, \"avg_response\": 0.013761467889908258}, {\"X5\": \"-4\", \"support\": 215, \"avg_response\": -0.046511627906976744}, {\"X5\": \"-7\", \"support\": 212, \"avg_response\": -3.6745283018867925}, {\"X5\": \"-6\", \"support\": 207, \"avg_response\": -2.0579710144927534}, {\"X5\": \"6\", \"support\": 202, \"avg_response\": 0.26732673267326734}, {\"X5\": \"-8\", \"support\": 201, \"avg_response\": -3.0}, {\"X5\": \"-2\", \"support\": 199, \"avg_response\": -0.7839195979899497}, {\"X5\": \"4\", \"support\": 196, \"avg_response\": 0.0}, {\"X5\": \"3\", \"support\": 194, \"avg_response\": -1.4742268041237114}, {\"X5\": \"5\", \"support\": 189, \"avg_response\": 1.1375661375661377}, {\"X5\": \"-9\", \"support\": 184, \"avg_response\": -4.75}, {\"X5\": \"0\", \"support\": 160, \"avg_response\": -0.70625}, {\"X5\": \"9\", \"support\": 159, \"avg_response\": 3.257861635220126}, {\"X5\": \"8\", \"support\": 157, \"avg_response\": 2.554140127388535}, {\"X5\": \"-10\", \"support\": 133, \"avg_response\": -2.706766917293233}, {\"X5\": \"11\", \"support\": 128, \"avg_response\": 4.8671875}, {\"X5\": \"-11\", \"support\": 128, \"avg_response\": -4.09375}, {\"X5\": \"10\", \"support\": 120, \"avg_response\": 4.716666666666667}, {\"X5\": \"-13\", \"support\": 106, \"avg_response\": -3.7264150943396226}, {\"X5\": \"-12\", \"support\": 99, \"avg_response\": -1.9090909090909092}, {\"X5\": \"13\", \"support\": 96, \"avg_response\": 4.208333333333333}, {\"X5\": \"12\", \"support\": 90, \"avg_response\": 9.344444444444445}, {\"X5\": \"-14\", \"support\": 90, \"avg_response\": -3.8777777777777778}, {\"X5\": \"14\", \"support\": 87, \"avg_response\": 7.183908045977011}, {\"X5\": \"17\", \"support\": 80, \"avg_response\": 7.3625}, {\"X5\": \"-15\", \"support\": 77, \"avg_response\": -8.12987012987013}, {\"X5\": \"18\", \"support\": 75, \"avg_response\": 7.6}, {\"X5\": \"16\", \"support\": 70, \"avg_response\": 7.3}, {\"X5\": \"-16\", \"support\": 67, \"avg_response\": -6.626865671641791}, {\"X5\": \"-17\", \"support\": 65, \"avg_response\": -8.384615384615385}, {\"X5\": \"22\", \"support\": 62, \"avg_response\": 9.096774193548388}, {\"X5\": \"19\", \"support\": 61, \"avg_response\": 11.852459016393443}, {\"X5\": \"21\", \"support\": 56, \"avg_response\": 16.410714285714285}, {\"X5\": \"15\", \"support\": 54, \"avg_response\": 6.037037037037037}, {\"X5\": \"-18\", \"support\": 51, \"avg_response\": -4.647058823529412}, {\"X5\": \"23\", \"support\": 49, \"avg_response\": 13.83673469387755}, {\"X5\": \"20\", \"support\": 49, \"avg_response\": 10.16326530612245}, {\"X5\": \"-19\", \"support\": 47, \"avg_response\": -6.595744680851064}, {\"X5\": \"24\", \"support\": 46, \"avg_response\": 11.195652173913043}, {\"X5\": \"-20\", \"support\": 43, \"avg_response\": -9.86046511627907}, {\"X5\": \"27\", \"support\": 42, \"avg_response\": 3.880952380952381}, {\"X5\": \"-25\", \"support\": 41, \"avg_response\": -4.682926829268292}, {\"X5\": \"-26\", \"support\": 36, \"avg_response\": -18.944444444444443}, {\"X5\": \"31\", \"support\": 34, \"avg_response\": 20.676470588235293}, {\"X5\": \"30\", \"support\": 34, \"avg_response\": 6.088235294117647}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.73}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e20c305ca7c61d6b843dc99236016ba8afa282d2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.582386+00:00", + "ended_at": "2026-05-04T08:20:39.591326+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e1117067f3597fae", + "problem_id": "v2p_n6_31ec130533581b5c", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X5.", + "bindings": { + "key_col": "X5", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=13", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 13, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e1117067f3597fae.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e1117067f3597fae/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7892a9b66b1c3c129f2af3729a70aeaa17c39fac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2650}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..893d163a7b84c84ce9e5dc5de1900882db0f96ed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e2ae438a63a43875", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12992.71, + "sql_execution_elapsed_ms_total": 22.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e2ae438a63a43875\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..d0589502464b44b951ecc6c2dee30f138368a00e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:47:26.924542+00:00", + "ended_at": "2026-05-04T07:47:39.917236+00:00", + "elapsed_ms": 12992.71, + "prompt_metrics": { + "chars": 8506, + "bytes_utf8": 8506, + "lines": 300, + "estimated_tokens": 2650 + }, + "stdout_metrics": { + "chars": 709, + "bytes_utf8": 709, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13186 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 381, + "bytes_utf8": 381, + "lines": 1, + "estimated_tokens": 97 + }, + "usage": { + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 113 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e28044d29f8587fc2c76e6f9ba422162ccd591f6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..f83a96dc0bda15ec6d8134c180a81bc16b0e2352 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-d307-7921-b9d6-8f018b873d65"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Applied the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X5\\\". Cast \\\"X5\\\" to REAL because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22741,"cached_input_tokens":19840,"output_tokens":113}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..49c1834b20305d12f455bfa87013ce030b977ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X5\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Applied the required Window Partition Average template with group_col=\"y\" and measure_col=\"X5\". Cast \"X5\" to REAL because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64a944120d1e3ee2bb151c4d43aa5ca1ecf98f94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:47:27.182679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:47:29.580144Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:47:39.074661Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d3a3c9d194a61a147d949ae348597240f64f1bed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "1", "avg_measure": 6.022}, {"y": "3", "avg_measure": 0.126}, {"y": "2", "avg_measure": -0.969}, {"y": "0", "avg_measure": -12.4655}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e3eae86edceffee9d465cd61ea68d82efa899ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e2ae438a63a43875 +-- problem_id: v2p_n6_6bcd07f43048180e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X5" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..5a7ad1544c1f342a3000488aa6224add4ed22c5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X5\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 6.022}, {\"y\": \"3\", \"avg_measure\": 0.126}, {\"y\": \"2\", \"avg_measure\": -0.969}, {\"y\": \"0\", \"avg_measure\": -12.4655}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 22.33}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..fcdbc6efaf5367eebc639b1b513cc49a59269f88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:47:26.921819+00:00", + "ended_at": "2026-05-04T07:47:39.964886+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e2ae438a63a43875", + "problem_id": "v2p_n6_6bcd07f43048180e", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 11, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=36" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e2ae438a63a43875.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e2ae438a63a43875", + "api_calls": 0, + "input_tokens": 22741, + "cached_input_tokens": 19840, + "output_tokens": 113, + "total_tokens": 22854, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2650, + "estimated_output_tokens": 97, + "estimated_total_tokens": 2747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12992.71, + "sql_execution_elapsed_ms_total": 22.33, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e2ae438a63a43875\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1fcca3320c1e70f0ac585ae0d04bf09e00d0b355 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ae438a63a43875/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:39.934432+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12992.71, "started_at": "2026-05-04T07:47:26.924542+00:00", "ended_at": "2026-05-04T07:47:39.917236+00:00", "prompt_metrics": {"chars": 8506, "bytes_utf8": 8506, "lines": 300, "estimated_tokens": 2650}, "response_metrics": {"chars": 381, "bytes_utf8": 381, "lines": 1, "estimated_tokens": 97}, "usage": {"input_tokens": 22741, "cached_input_tokens": 19840, "output_tokens": 113}, "stderr_preview": "2026-05-04T07:47:27.182679Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:47:29.580144Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..7332e9192e3dd63476d949c45130b9e78a904ec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-df15-7631-92c3-bd3d9ad37c51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X13\\\". Applied CAST(\\\"X13\\\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":21888,"output_tokens":186}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b0d9c54b8cd6f86a6f8a0cad42c15d81c2d3f0ae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;","notes":"Used the provided template with group_col bound to \"y\" and predicate_col bound to \"X13\". Applied CAST(\"X13\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..82fa6fb9f678666bf92fabd17a4c0073c823cdcc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:51.510364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:53.993293Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:40:02.086348Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..a457aefe7008ec229bf551d1645ba7758a03da3b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 726}, {"y": "1", "support": 659}, {"y": "3", "support": 413}, {"y": "2", "support": 332}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..e43cc16cbf1c7f2b021fe40a6e0d7e1f9d507946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e2cbcbc630e03dc8 +-- problem_id: v2p_n6_c4a1c2e007f7b0ce +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8e2ae37615105eb1056331c5ef555006e6d2fb23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X13\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 12;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X13\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 726}, {\"y\": \"1\", \"support\": 659}, {\"y\": \"3\", \"support\": 413}, {\"y\": \"2\", \"support\": 332}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.42}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..40c8ac284de9f0590cf325c64fdd2ebb5c571fdd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:39:51.308388+00:00", + "ended_at": "2026-05-04T07:40:03.102364+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e2cbcbc630e03dc8", + "problem_id": "v2p_n6_c4a1c2e007f7b0ce", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X13", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 12, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=1", + "sql_variant_index=1/2", + "binding_index=12" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 1, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e2cbcbc630e03dc8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e2cbcbc630e03dc8", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11755.03, + "sql_execution_elapsed_ms_total": 4.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e2cbcbc630e03dc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7c56a53f8e80ef67000f22b76984fc8b36808018 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:40:03.086294+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11755.03, "started_at": "2026-05-04T07:39:51.310697+00:00", "ended_at": "2026-05-04T07:40:03.063571+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 422, "bytes_utf8": 422, "lines": 1, "estimated_tokens": 111}, "usage": {"input_tokens": 22777, "cached_input_tokens": 21888, "output_tokens": 186}, "stderr_preview": "2026-05-04T07:39:51.510364Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:53.993293Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 12;\",\"notes\":\"Used the provided template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X13\\\". Applied CAST(\\\"X13\\\" AS REAL) because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..b9c90c1255264f77bee490c22562b5e0390998bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2cbcbc630e03dc8/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e2cbcbc630e03dc8", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 21888, + "output_tokens": 186, + "total_tokens": 22963, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 111, + "estimated_total_tokens": 2799, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11755.03, + "sql_execution_elapsed_ms_total": 4.42, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e2cbcbc630e03dc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..98641b4444f008b08b7580a84dee9e45fad38c73 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X10": "1", "support": 298, "avg_response": -0.8758389261744967}, {"X10": "-1", "support": 286, "avg_response": -0.2062937062937063}, {"X10": "-2", "support": 286, "avg_response": -1.486013986013986}, {"X10": "2", "support": 276, "avg_response": 1.6123188405797102}, {"X10": "-3", "support": 264, "avg_response": -1.893939393939394}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2704f75df6a1fff90113b9d056d096a74e393d6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e2ed5483b4747980 +-- problem_id: v2p_n6_0944a2aaa9360509 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cb4ad9c7aae59a4eb813176377edd3f0a75d522b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e2ed5483b4747980\n-- problem_id: v2p_n6_0944a2aaa9360509\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X10\",\n COUNT(*) AS support,\n AVG(\"X2\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X10\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e2ed5483b4747980\\n-- problem_id: v2p_n6_0944a2aaa9360509\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X10\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X2\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X10\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X10\", \"support\", \"avg_response\"], \"rows\": [{\"X10\": \"1\", \"support\": 298, \"avg_response\": -0.8758389261744967}, {\"X10\": \"-1\", \"support\": 286, \"avg_response\": -0.2062937062937063}, {\"X10\": \"-2\", \"support\": 286, \"avg_response\": -1.486013986013986}, {\"X10\": \"2\", \"support\": 276, \"avg_response\": 1.6123188405797102}, {\"X10\": \"-3\", \"support\": 264, \"avg_response\": -1.893939393939394}, {\"X10\": \"3\", \"support\": 257, \"avg_response\": 1.245136186770428}, {\"X10\": \"5\", \"support\": 254, \"avg_response\": 2.1496062992125986}, {\"X10\": \"4\", \"support\": 251, \"avg_response\": 1.3386454183266931}, {\"X10\": \"-4\", \"support\": 251, \"avg_response\": -1.0557768924302788}, {\"X10\": \"6\", \"support\": 231, \"avg_response\": 1.3073593073593073}, {\"X10\": \"-5\", \"support\": 228, \"avg_response\": -3.68859649122807}, {\"X10\": \"7\", \"support\": 225, \"avg_response\": 2.3333333333333335}, {\"X10\": \"0\", \"support\": 214, \"avg_response\": 0.13551401869158877}, {\"X10\": \"8\", \"support\": 205, \"avg_response\": 4.102439024390244}, {\"X10\": \"-6\", \"support\": 188, \"avg_response\": -1.6117021276595744}, {\"X10\": \"-7\", \"support\": 184, \"avg_response\": -1.309782608695652}, {\"X10\": \"-8\", \"support\": 176, \"avg_response\": -3.971590909090909}, {\"X10\": \"-9\", \"support\": 151, \"avg_response\": -2.5827814569536423}, {\"X10\": \"9\", \"support\": 137, \"avg_response\": 6.2846715328467155}, {\"X10\": \"10\", \"support\": 137, \"avg_response\": 5.08029197080292}, {\"X10\": \"12\", \"support\": 127, \"avg_response\": 5.125984251968504}, {\"X10\": \"11\", \"support\": 127, \"avg_response\": 4.338582677165355}, {\"X10\": \"13\", \"support\": 123, \"avg_response\": 6.747967479674797}, {\"X10\": \"-12\", \"support\": 113, \"avg_response\": -6.769911504424779}, {\"X10\": \"-10\", \"support\": 110, \"avg_response\": -2.5454545454545454}, {\"X10\": \"-13\", \"support\": 97, \"avg_response\": -1.7938144329896908}, {\"X10\": \"-11\", \"support\": 97, \"avg_response\": -4.587628865979381}, {\"X10\": \"14\", \"support\": 93, \"avg_response\": 7.333333333333333}, {\"X10\": \"-14\", \"support\": 80, \"avg_response\": -4.075}, {\"X10\": \"16\", \"support\": 63, \"avg_response\": 5.333333333333333}, {\"X10\": \"17\", \"support\": 62, \"avg_response\": 10.629032258064516}, {\"X10\": \"-16\", \"support\": 60, \"avg_response\": -4.7}, {\"X10\": \"18\", \"support\": 54, \"avg_response\": 5.444444444444445}, {\"X10\": \"23\", \"support\": 54, \"avg_response\": 2.185185185185185}, {\"X10\": \"15\", \"support\": 52, \"avg_response\": 2.9615384615384617}, {\"X10\": \"-17\", \"support\": 51, \"avg_response\": -5.411764705882353}, {\"X10\": \"-15\", \"support\": 50, \"avg_response\": -9.56}, {\"X10\": \"19\", \"support\": 46, \"avg_response\": -1.391304347826087}, {\"X10\": \"20\", \"support\": 42, \"avg_response\": 5.380952380952381}, {\"X10\": \"-18\", \"support\": 42, \"avg_response\": -20.547619047619047}, {\"X10\": \"22\", \"support\": 40, \"avg_response\": 7.15}, {\"X10\": \"24\", \"support\": 39, \"avg_response\": 10.0}, {\"X10\": \"-22\", \"support\": 35, \"avg_response\": -2.3714285714285714}, {\"X10\": \"-19\", \"support\": 35, \"avg_response\": -7.2}, {\"X10\": \"27\", \"support\": 33, \"avg_response\": 5.7272727272727275}, {\"X10\": \"21\", \"support\": 33, \"avg_response\": 2.787878787878788}, {\"X10\": \"25\", \"support\": 31, \"avg_response\": 9.870967741935484}, {\"X10\": \"-25\", \"support\": 31, \"avg_response\": -12.419354838709678}, {\"X10\": \"-20\", \"support\": 29, \"avg_response\": -8.172413793103448}, {\"X10\": \"26\", \"support\": 28, \"avg_response\": -4.035714285714286}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.36}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c2e51fd8472785af8a5c955cc87adee15078df34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.841934+00:00", + "ended_at": "2026-05-04T08:20:39.852993+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e2ed5483b4747980", + "problem_id": "v2p_n6_0944a2aaa9360509", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X2, key_col=X10.", + "bindings": { + "key_col": "X10", + "measure_col": "X2", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=34", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 34, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e2ed5483b4747980.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e2ed5483b4747980/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..79f88f1c7c33f78efcec95e43ed9bff5b82994eb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9f64cfe55b93d69d7d1a6e5d2e957e3d340a3903 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e3cb0a0f1ded69b0", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12152.64, + "sql_execution_elapsed_ms_total": 2.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e3cb0a0f1ded69b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..21538f27ea3515579874af4d0c7422f438be0c02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:40:51.915397+00:00", + "ended_at": "2026-05-04T07:41:04.067607+00:00", + "elapsed_ms": 12152.64, + "prompt_metrics": { + "chars": 8612, + "bytes_utf8": 8612, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "lines": 4, + "estimated_tokens": 206 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13183 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 362, + "bytes_utf8": 362, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 172 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0466984c41028c26c2885926d6112f7ac899b87b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0d8e841813d546a2f121426a4924a90048d15aaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ee-cbcc-7c03-ae44-90c6cd58e72c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and cast \\\"X2\\\" to REAL because the SQLite schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":21888,"output_tokens":172}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..de80627c462f08c928168acd1ed576f032dbe5dd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and cast \"X2\" to REAL because the SQLite schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3a7cdb3e5ba05b30e1e7f6873248f6be716ecdfb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:40:52.104514Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:40:54.413947Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:02.882124Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..c0218e7f562ab53ff448e414c62da55baa4e1bf7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 761}, {"y": "1", "support": 679}, {"y": "3", "support": 399}, {"y": "2", "support": 221}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..65df8a701bafad177a7f0520d3218d876902ec0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e3cb0a0f1ded69b0 +-- problem_id: v2p_n6_7b28d4b23a7df17b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f2868bc92351dea9ef391a326def9a3d6c7cf4be --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 761}, {\"y\": \"1\", \"support\": 679}, {\"y\": \"3\", \"support\": 399}, {\"y\": \"2\", \"support\": 221}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.78}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8e3b9510b04a76c88b1478a05876e700a8f676a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:40:51.912332+00:00", + "ended_at": "2026-05-04T07:41:04.099665+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e3cb0a0f1ded69b0", + "problem_id": "v2p_n6_7b28d4b23a7df17b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=14" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e3cb0a0f1ded69b0.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e3cb0a0f1ded69b0", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12152.64, + "sql_execution_elapsed_ms_total": 2.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e3cb0a0f1ded69b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..854bd9b2e68e3d21ac9bf19b0b2f651eb989a93b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:04.088015+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12152.64, "started_at": "2026-05-04T07:40:51.915397+00:00", "ended_at": "2026-05-04T07:41:04.067607+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 362, "bytes_utf8": 362, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22779, "cached_input_tokens": 21888, "output_tokens": 172}, "stderr_preview": "2026-05-04T07:40:52.104514Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:40:54.413947Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and cast \\\"X2\\\" to REAL because the SQLite schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e1b3eebe8508b358b40a65be81cc182f216065d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e3cb0a0f1ded69b0/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e3cb0a0f1ded69b0", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 21888, + "output_tokens": 172, + "total_tokens": 22951, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2790, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12152.64, + "sql_execution_elapsed_ms_total": 2.78, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e3cb0a0f1ded69b0\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1eafc2e29b603c00d723a1a2cbf716b7c4dba909 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8586, "bytes_utf8": 8586, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..668082b3df25f695a0cd64a6a0b454c5146f6d42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e49b6aaf9b8ea436", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13100.87, + "sql_execution_elapsed_ms_total": 6.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e49b6aaf9b8ea436\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3e6206f37a6642af8a5bd35d5eb691a42339e675 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:05.140178+00:00", + "ended_at": "2026-05-04T08:18:18.241419+00:00", + "elapsed_ms": 13100.87, + "prompt_metrics": { + "chars": 8586, + "bytes_utf8": 8586, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 766, + "bytes_utf8": 766, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13178 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 432, + "bytes_utf8": 432, + "lines": 1, + "estimated_tokens": 120 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fd88037e75ac863ae8a4c9988f9cc54a30759c95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1b9b2f08c6ecf5a4de906c105f992c67ac7ebe6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-df54-7021-8055-4cd0192d52e0"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X7\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X7\\\". Cast \\\"X7\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..159008e594020ab777a7d38369f4e6bdde8ea091 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X7\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 14;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X7\". Cast \"X7\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..df32de8257b7c04735b5d88a2895d22bfc7543f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:05.335465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:07.853277Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:16.448648Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..49326a5392ae370b8fd2031667026492d98df0fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "total_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..23835c2a376aeeeb75de3ea6eed81039195daf45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_e49b6aaf9b8ea436 +-- problem_id: v2p_n6_f0f0f8b0c491ba03 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X7" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..39c6167419dc67fdb683fa4b8ae5b2d31c44eb7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X7\" AS REAL)) > 6.0\nORDER BY total_measure DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X7\\\" AS REAL)) > 6.0\\nORDER BY total_measure DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"3\", \"total_measure\": 7.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.26}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..e5949a367e6c2328c99962bb13016bd4e9cf7daa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:18:05.137424+00:00", + "ended_at": "2026-05-04T08:18:18.277594+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e49b6aaf9b8ea436", + "problem_id": "v2p_n6_f0f0f8b0c491ba03", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 14, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 6.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e49b6aaf9b8ea436.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e49b6aaf9b8ea436", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13100.87, + "sql_execution_elapsed_ms_total": 6.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e49b6aaf9b8ea436\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ebec00b73a64ef79dbd49c15a732695ba5e58df1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:18.262931+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13100.87, "started_at": "2026-05-04T08:18:05.140178+00:00", "ended_at": "2026-05-04T08:18:18.241419+00:00", "prompt_metrics": {"chars": 8586, "bytes_utf8": 8586, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 432, "bytes_utf8": 432, "lines": 1, "estimated_tokens": 120}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 155}, "stderr_preview": "2026-05-04T08:18:05.335465Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:07.853277Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 6.0\\nORDER BY total_measure DESC\\nLIMIT 14;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X7\\\". Cast \\\"X7\\\" to REAL for SQLite-safe numeric aggregation because the schema stores it as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..44a9086a56d30d60532ded665b5a9028fb267bd1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e49b6aaf9b8ea436/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e49b6aaf9b8ea436", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 155, + "total_tokens": 22927, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 120, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13100.87, + "sql_execution_elapsed_ms_total": 6.26, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e49b6aaf9b8ea436\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6016afb2c86bbf0bf1fde80d47e0abfa89948042 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..603a92d8c0dd804eb49a1951e99f8f7d0b88b71b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e72badc989ccafc8", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2782, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11385.05, + "sql_execution_elapsed_ms_total": 3.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e72badc989ccafc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cb57d5872078344fca6cbf1deb267d78872d8206 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:02:07.063252+00:00", + "ended_at": "2026-05-04T08:02:18.444370+00:00", + "elapsed_ms": 11385.05, + "prompt_metrics": { + "chars": 8537, + "bytes_utf8": 8537, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 674, + "bytes_utf8": 674, + "lines": 4, + "estimated_tokens": 208 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 351, + "bytes_utf8": 351, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..93c535f3e5ccb246a91a3f87a1e9c95d3fd86024 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X7.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..9cee15333275219a0f94a31476c0dc980f0b7cde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df202-40ce-7500-898a-e74e6e9f9a1c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) BETWEEN -5.0 AND 3.0;\",\"notes\":\"Used the provided filtered-sum template with measure_col=\\\"X7\\\" and band_col=\\\"X7\\\". Casted \\\"X7\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4551c3154c32d4d0ff7fc7c2911425dd99bfba6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) BETWEEN -5.0 AND 3.0;","notes":"Used the provided filtered-sum template with measure_col=\"X7\" and band_col=\"X7\". Casted \"X7\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dd250b870f048d531635ac59a87e7a2da446ae19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:02:07.233423Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:02:09.572035Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:02:17.852779Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b7628e9ff8d9e752de0891005f3d61166dc20370 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X7. +Result preview: [{"total_measure": -3101.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..90f2107e63e138107b0d67a432b0dbd32fc01d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_e72badc989ccafc8 +-- problem_id: v2p_n6_c8f3c34aee29168d +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..9e9a8d400cec09694e2e9c10fcf8006481c98c94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X7\" AS REAL) BETWEEN -5.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X7\\\" AS REAL) BETWEEN -5.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -3101.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.47}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0d5cf4d8ac09da57a9f9b728041a68bb0714e830 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:02:07.060366+00:00", + "ended_at": "2026-05-04T08:02:18.493465+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e72badc989ccafc8", + "problem_id": "v2p_n6_c8f3c34aee29168d", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X7.", + "bindings": { + "measure_col": "X7", + "band_col": "X7", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 16, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=86" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e72badc989ccafc8.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e72badc989ccafc8", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2782, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11385.05, + "sql_execution_elapsed_ms_total": 3.47, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e72badc989ccafc8\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..29426d21d9ea1ec7a51da5b4573b0b54a93c6fec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e72badc989ccafc8/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:02:18.481267+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11385.05, "started_at": "2026-05-04T08:02:07.063252+00:00", "ended_at": "2026-05-04T08:02:18.444370+00:00", "prompt_metrics": {"chars": 8537, "bytes_utf8": 8537, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 351, "bytes_utf8": 351, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:02:07.233423Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:02:09.572035Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2672b39d4d767fe7686bcd19e9a5992cba179296 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df208-7ef7-7c32-bdc6-b29f0c1cbd98"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per group with ROW_NUMBER over CAST(\\\"X6\\\" AS REAL), grouped by \\\"y\\\".\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":456}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..dbb0837e46097784db60dec8f997afc11b33081d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses the nearest-rank 90th percentile per group with ROW_NUMBER over CAST(\"X6\" AS REAL), grouped by \"y\"."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fbc5b783f3e482afc362d7432c34e4f58e2f7032 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:08:56.397050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:08:58.989848Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:09:12.783823Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d336f8af1cce29361aded97a5b1723086481a5c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "0", "percentile_measure": 73.0}, {"y": "1", "percentile_measure": 16.0}, {"y": "3", "percentile_measure": 14.0}, {"y": "2", "percentile_measure": 9.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..28885a6def7e587d1c4762f41ca5e7f21230c766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/generated_sql.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_e773fb593c0427cb +-- problem_id: v2p_n6_e042ecaf1b210dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X6" IS NOT NULL +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d9eb3dfbb09fb1dba3f39f07298a7d848e518efe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X6\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X6\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (\n PARTITION BY \"y\"\n ) AS \"cnt\"\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X6\" IS NOT NULL\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"ranked\"\nWHERE \"rn\" = CAST(((\"cnt\" * 9) + 9) / 10 AS INTEGER)\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X6\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X6\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (\\n PARTITION BY \\\"y\\\"\\n ) AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X6\\\" IS NOT NULL\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ranked\\\"\\nWHERE \\\"rn\\\" = CAST(((\\\"cnt\\\" * 9) + 9) / 10 AS INTEGER)\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 73.0}, {\"y\": \"1\", \"percentile_measure\": 16.0}, {\"y\": \"3\", \"percentile_measure\": 14.0}, {\"y\": \"2\", \"percentile_measure\": 9.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 28.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffaeca7a5042f911cae4592c457c3f8b43fc7ca7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:08:56.189276+00:00", + "ended_at": "2026-05-04T08:09:14.192891+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e773fb593c0427cb", + "problem_id": "v2p_n6_e042ecaf1b210dae", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 11, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=101" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e773fb593c0427cb.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e773fb593c0427cb", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 456, + "total_tokens": 23223, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 231, + "estimated_total_tokens": 2907, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 17923.98, + "sql_execution_elapsed_ms_total": 28.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e773fb593c0427cb\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..99ba03ce39a4b6fda868153972cf74a745d6e500 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e773fb593c0427cb/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:09:14.153263+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 17923.98, "started_at": "2026-05-04T08:08:56.193353+00:00", "ended_at": "2026-05-04T08:09:14.117635+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 737, "bytes_utf8": 737, "lines": 1, "estimated_tokens": 231}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 456}, "stderr_preview": "2026-05-04T08:08:56.397050Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:08:58.989848Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b7673b000fb95b98d4a8ca4b93749c4de31e164 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-1784-7911-bdb4-01b68249ed39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Cast \\\"X2\\\" to REAL because the SQLite schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":19840,"output_tokens":161}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..316040b035d453aeb87883707640b35ad2262711 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;","notes":"Applied the required Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X2\". Cast \"X2\" to REAL because the SQLite schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5be2d57216d002363b074019a936ce7ca4176853 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:17.039735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:19.379498Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:27.151726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..272f01e5203a6e0ef0f9afca7fa730541081b5fb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 761}, {"y": "1", "support": 679}, {"y": "3", "support": 399}, {"y": "2", "support": 221}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd23b009800afcbcd24091a4ff53b44dedc3ec94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e781325e7dcfff2a +-- problem_id: v2p_n6_9c41ffc2971fc973 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a8d6c29063821ad0062e56e74f27ce2b6ec72308 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X2\" AS REAL) >= 8.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 13;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X2\\\" AS REAL) >= 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 761}, {\"y\": \"1\", \"support\": 679}, {\"y\": \"3\", \"support\": 399}, {\"y\": \"2\", \"support\": 221}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.96}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..9ae36bcf95667ccf51e2407cc2ba376b103fcb2e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:42:16.704973+00:00", + "ended_at": "2026-05-04T07:42:28.316898+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e781325e7dcfff2a", + "problem_id": "v2p_n6_9c41ffc2971fc973", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X2", + "predicate_op": ">=", + "predicate_value": 8.0, + "top_k": 13, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=1/2", + "binding_index=18" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 7, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e781325e7dcfff2a.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e781325e7dcfff2a", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 161, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11557.42, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e781325e7dcfff2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..815534975096e9f7b06bd627f9d1af79aeee0933 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:28.300304+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11557.42, "started_at": "2026-05-04T07:42:16.710775+00:00", "ended_at": "2026-05-04T07:42:28.263337+00:00", "prompt_metrics": {"chars": 8609, "bytes_utf8": 8609, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 446, "bytes_utf8": 446, "lines": 1, "estimated_tokens": 116}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 161}, "stderr_preview": "2026-05-04T07:42:17.039735Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:19.379498Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 8.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 13;\",\"notes\":\"Applied the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X2\\\". Cast \\\"X2\\\" to REAL because the SQLite schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..ea4c2d594b4ed63f7c3090532890af3119d5ba93 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e781325e7dcfff2a/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_e781325e7dcfff2a", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 161, + "total_tokens": 22938, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 116, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11557.42, + "sql_execution_elapsed_ms_total": 3.96, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_e781325e7dcfff2a\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..b97d8560ae0e4f22cb433db4f7ae684a2ada1af4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X9": "-1", "support": 350, "avg_response": -1.0257142857142858}, {"X9": "-2", "support": 341, "avg_response": -2.9853372434017595}, {"X9": "2", "support": 299, "avg_response": -0.38127090301003347}, {"X9": "1", "support": 299, "avg_response": -2.321070234113712}, {"X9": "0", "support": 288, "avg_response": -1.7916666666666667}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..4380d7875ac7aed2c327589c990080332a89d5d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e92fc45197446b4e +-- problem_id: v2p_n6_ac298fb07a22dd20 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d756e738270b292f0b3f3d26350748ea62b78a3f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_e92fc45197446b4e\n-- problem_id: v2p_n6_ac298fb07a22dd20\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_e92fc45197446b4e\\n-- problem_id: v2p_n6_ac298fb07a22dd20\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -1.0257142857142858}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -2.9853372434017595}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -0.38127090301003347}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": -2.321070234113712}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": -1.7916666666666667}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": -0.5461254612546126}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -1.154981549815498}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -2.6515151515151514}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": -1.638783269961977}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": -0.09961685823754789}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -3.1377952755905514}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -2.0721153846153846}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": -1.4123711340206186}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 1.6214689265536724}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -2.75}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 2.1621621621621623}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": 0.2945205479452055}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 2.6693548387096775}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -1.8083333333333333}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -3.6333333333333333}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 1.1512605042016806}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.7452830188679245}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -3.9615384615384617}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": -5.635294117647059}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": -0.7142857142857143}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -6.142857142857143}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": -0.2898550724637681}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 2.411764705882353}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 0.7878787878787878}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": -8.23076923076923}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 2.140625}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -2.406779661016949}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": -3.3518518518518516}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -8.943396226415095}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -5.94}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": -9.040816326530612}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -9.26530612244898}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": 3.282608695652174}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -3.9782608695652173}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": -4.1521739130434785}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": 4.863636363636363}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": -11.945945945945946}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": -1.1428571428571428}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -11.0}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": 11.03125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": -10.733333333333333}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": -14.275862068965518}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -28.814814814814813}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": -0.07692307692307693}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": -7.96}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.3}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..a512f64ee1cf93f25f339b2bdaea6a90daefad3e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.814981+00:00", + "ended_at": "2026-05-04T08:20:39.826047+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_e92fc45197446b4e", + "problem_id": "v2p_n6_ac298fb07a22dd20", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=32", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 32, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_e92fc45197446b4e.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_e92fc45197446b4e/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..be260e59220d1a41be23f35014e69dcd195ebffe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..4ad12f2a523b454419268df8ab3edef366d70b92 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ecc05f7226e37bd5", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12234.94, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ecc05f7226e37bd5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..3a8c1155fd41015fe7e12802a388b399f4338b17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:17:52.867483+00:00", + "ended_at": "2026-05-04T08:18:05.098003+00:00", + "elapsed_ms": 12234.94, + "prompt_metrics": { + "chars": 8588, + "bytes_utf8": 8588, + "lines": 300, + "estimated_tokens": 2682 + }, + "stdout_metrics": { + "chars": 778, + "bytes_utf8": 778, + "lines": 4, + "estimated_tokens": 232 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13196 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 444, + "bytes_utf8": 444, + "lines": 1, + "estimated_tokens": 121 + }, + "usage": { + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..da12d8e5d7a17ef66d7d2aefe4b3588d056dba12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..998e8b3bfd90fa2a0e4f26193716ec8c17ed7c78 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df210-af68-7462-aaff-4f8dc9f7eccb"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X6\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X6\\\". Cast \\\"X6\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22771,"cached_input_tokens":21888,"output_tokens":149}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c8f52bdeaeced9781ee7da218481e9d78d2462b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X6\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 18;","notes":"Applied the provided Thresholded Group Ranking template with group_col=\"y\" and measure_col=\"X6\". Cast \"X6\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b83c24ab33e617fc38d83fa61dd1fd289058f567 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:17:53.071773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:17:55.340765Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:03.972750Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..946fc0ce49810dd91c2cbe29986a1602439a5c04 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6. +Result preview: [{"y": "1", "total_measure": 5409.0}, {"y": "3", "total_measure": 662.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..64e901b4a458179f37b308368f1e196c33e3a47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ecc05f7226e37bd5 +-- problem_id: v2p_n6_b6e695b6bbbe6a8f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X6" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..48660660072c36701781081d0adb66da3645a384 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X6\" AS REAL)) > 5.0\nORDER BY total_measure DESC\nLIMIT 18;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X6\\\" AS REAL)) > 5.0\\nORDER BY total_measure DESC\\nLIMIT 18;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"1\", \"total_measure\": 5409.0}, {\"y\": \"3\", \"total_measure\": 662.0}], \"row_count_returned\": 2, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.5}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d7f1e1268abaf4b52f263abad7aad87cb35c5c9c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:17:52.864260+00:00", + "ended_at": "2026-05-04T08:18:05.135319+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ecc05f7226e37bd5", + "problem_id": "v2p_n6_b6e695b6bbbe6a8f", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_mass_similarity", + "intended_facet_id": "tail_ranked_signal", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_mass_similarity with semantic role rare_extreme_view. Focus on group_col=y, measure_col=X6.", + "bindings": { + "group_col": "y", + "measure_col": "X6", + "top_k": 18, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=tail_ranked_signal", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=2/2", + "binding_index=133" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 2, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ecc05f7226e37bd5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ecc05f7226e37bd5", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12234.94, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ecc05f7226e37bd5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f1e76e267df9fdc940ef1d24ebc02a57ba0ad4de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:05.122284+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12234.94, "started_at": "2026-05-04T08:17:52.867483+00:00", "ended_at": "2026-05-04T08:18:05.098003+00:00", "prompt_metrics": {"chars": 8588, "bytes_utf8": 8588, "lines": 300, "estimated_tokens": 2682}, "response_metrics": {"chars": 444, "bytes_utf8": 444, "lines": 1, "estimated_tokens": 121}, "usage": {"input_tokens": 22771, "cached_input_tokens": 21888, "output_tokens": 149}, "stderr_preview": "2026-05-04T08:17:53.071773Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:17:55.340765Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 5.0\\nORDER BY total_measure DESC\\nLIMIT 18;\",\"notes\":\"Applied the provided Thresholded Group Ranking template with group_col=\\\"y\\\" and measure_col=\\\"X6\\\". Cast \\\"X6\\\" to REAL because the schema stores it as TEXT while the template requires numeric aggregation.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..8628d31a5ef17e79b7ebbc9df9dec7cc84c526b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ecc05f7226e37bd5/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ecc05f7226e37bd5", + "api_calls": 0, + "input_tokens": 22771, + "cached_input_tokens": 21888, + "output_tokens": 149, + "total_tokens": 22920, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2682, + "estimated_output_tokens": 121, + "estimated_total_tokens": 2803, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12234.94, + "sql_execution_elapsed_ms_total": 5.5, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ecc05f7226e37bd5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8ae85d73291ea129765ce8a6a82616f1defbaf72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..1f44abdc29bf98d4b91087f40dea7c91cdf72168 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ef64b62b6d8627e9", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11789.41, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ef64b62b6d8627e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1e8c36993fe0ec41ce4ca0a2d17569335c81fbc0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:18:18.283062+00:00", + "ended_at": "2026-05-04T08:18:30.073108+00:00", + "elapsed_ms": 11789.41, + "prompt_metrics": { + "chars": 8590, + "bytes_utf8": 8590, + "lines": 300, + "estimated_tokens": 2683 + }, + "stdout_metrics": { + "chars": 798, + "bytes_utf8": 798, + "lines": 4, + "estimated_tokens": 239 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13247 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 464, + "bytes_utf8": 464, + "lines": 1, + "estimated_tokens": 128 + }, + "usage": { + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 159 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a72aa600ff4190116c626417a8aa1fad0b3e8fae --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "primary_family": "tail_rarity_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "planned_template_id": "tpl_tpch_thresholded_group_ranking", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..6008445d0628c483832971595492f44b889a8e15 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df211-12a9-78e3-a6f8-14de56cd515c"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X7\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X7\\\". Since \\\"X7\\\" is stored as TEXT in SQLite, it is cast to REAL for numeric aggregation and threshold comparison.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22772,"cached_input_tokens":21888,"output_tokens":159}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..64a6a1ce52abbb872e51cd7b32e8b52787698a4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X7\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;","notes":"Used the provided Thresholded Group Ranking template with group_col bound to \"y\" and measure_col bound to \"X7\". Since \"X7\" is stored as TEXT in SQLite, it is cast to REAL for numeric aggregation and threshold comparison."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..cb567534202d39e240fbdc45a5489f3ebb69fa64 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:18:18.451610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:18:20.873351Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:18:29.227668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..dc0f55f087bd65a772d5ee18d07cf38fa6024b80 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7. +Result preview: [{"y": "3", "total_measure": 7.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e9a13cb8e96f91b19b86281cdde21fbb5bf5a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ef64b62b6d8627e9 +-- problem_id: v2p_n6_87a3ee8ab27d344c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X7" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c5c228ce7b1c628b744d7f652d53330d5bc67cab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_thresholded_group_ranking\nSELECT \"y\", SUM(CAST(\"X7\" AS REAL)) AS total_measure\nFROM \"n6\"\nGROUP BY \"y\"\nHAVING SUM(CAST(\"X7\" AS REAL)) > 3.0\nORDER BY total_measure DESC\nLIMIT 19;", "result": "{\"query\": \"-- template_id: tpl_tpch_thresholded_group_ranking\\nSELECT \\\"y\\\", SUM(CAST(\\\"X7\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nHAVING SUM(CAST(\\\"X7\\\" AS REAL)) > 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\", \"columns\": [\"y\", \"total_measure\"], \"rows\": [{\"y\": \"3\", \"total_measure\": 7.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 6.62}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..0ae0ff45913fb1f6d20999f6583217e406a63e32 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:18:18.280331+00:00", + "ended_at": "2026-05-04T08:18:30.117729+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ef64b62b6d8627e9", + "problem_id": "v2p_n6_87a3ee8ab27d344c", + "dataset_id": "n6", + "template_id": "tpl_tpch_thresholded_group_ranking", + "template_name": "Thresholded Group Ranking", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Thresholded Group Ranking to probe tail_set_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X7.", + "bindings": { + "group_col": "y", + "measure_col": "X7", + "top_k": 19, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, SUM({measure_col}) AS total_measure\nFROM {table}\nGROUP BY {group_col}\nHAVING SUM({measure_col}) > {measure_threshold}\nORDER BY total_measure DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=2/2", + "binding_index=134" + ], + "template_selection_mode": "cli", + "selected_template_rank": 12, + "problem_index_within_template": 3, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ef64b62b6d8627e9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ef64b62b6d8627e9", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11789.41, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ef64b62b6d8627e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6922d945cec9c896724f3a52d31c3207a22b4151 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:18:30.090344+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11789.41, "started_at": "2026-05-04T08:18:18.283062+00:00", "ended_at": "2026-05-04T08:18:30.073108+00:00", "prompt_metrics": {"chars": 8590, "bytes_utf8": 8590, "lines": 300, "estimated_tokens": 2683}, "response_metrics": {"chars": 464, "bytes_utf8": 464, "lines": 1, "estimated_tokens": 128}, "usage": {"input_tokens": 22772, "cached_input_tokens": 21888, "output_tokens": 159}, "stderr_preview": "2026-05-04T08:18:18.451610Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:18:20.873351Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n 3.0\\nORDER BY total_measure DESC\\nLIMIT 19;\",\"notes\":\"Used the provided Thresholded Group Ranking template with group_col bound to \\\"y\\\" and measure_col bound to \\\"X7\\\". Since \\\"X7\\\" is stored as TEXT in SQLite, it is cast to REAL for numeric aggregation and threshold comparison.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9b79103147b3e4b5c6d2e5724dd2bba0415124c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ef64b62b6d8627e9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ef64b62b6d8627e9", + "api_calls": 0, + "input_tokens": 22772, + "cached_input_tokens": 21888, + "output_tokens": 159, + "total_tokens": 22931, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2683, + "estimated_output_tokens": 128, + "estimated_total_tokens": 2811, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11789.41, + "sql_execution_elapsed_ms_total": 6.62, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ef64b62b6d8627e9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ab7663c88132bb001ae2d9ea4224543b4a085c0f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..6806db6d4c6a011e8eda0f50ea50c00642b95bfe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f0ac5aaace5ec289", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11137.33, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f0ac5aaace5ec289\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..f1a8aadb0e62145297abc84283fe247647196092 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:42:43.686351+00:00", + "ended_at": "2026-05-04T07:42:54.821260+00:00", + "elapsed_ms": 11137.33, + "prompt_metrics": { + "chars": 8610, + "bytes_utf8": 8610, + "lines": 302, + "estimated_tokens": 2690 + }, + "stdout_metrics": { + "chars": 705, + "bytes_utf8": 705, + "lines": 4, + "estimated_tokens": 210 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13170 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 379, + "bytes_utf8": 379, + "lines": 1, + "estimated_tokens": 101 + }, + "usage": { + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 155 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..d7e27edb1ad9396c165e8090c53ec2bcc1d0641d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,302 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a87a3dee2ec06d31f007b478e271d744161ee9f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f0-80dd-70f3-855e-3fae26c8fa54"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and a numeric filter on \\\"X3\\\" using CAST because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":19840,"output_tokens":155}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..338b82f0c743840df49f6cf9a245ffb390922c6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;","notes":"Applied the planned Filtered Top-k Group Count template with group_col=\"y\" and a numeric filter on \"X3\" using CAST because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bbd766e63a9cfddb2f48f6df57cca9ee79b2b795 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:44.016266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:46.450683Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:54.175006Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..52c11b03611939d2827e611affa3c0c007076b7f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 792}, {"y": "1", "support": 678}, {"y": "3", "support": 463}, {"y": "2", "support": 280}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9215efad9833cc54202546ce070305f0fd651817 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_f0ac5aaace5ec289 +-- problem_id: v2p_n6_8fef8216972f194b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cc34ec130637df78420536c0f8c9d11a4a4882d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X3\" AS REAL) >= 5.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 14;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X3\\\" AS REAL) >= 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 792}, {\"y\": \"1\", \"support\": 678}, {\"y\": \"3\", \"support\": 463}, {\"y\": \"2\", \"support\": 280}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.66}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..720a4f3965ef98dd8b8f7f1f4043d72645cae1c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:42:43.685008+00:00", + "ended_at": "2026-05-04T07:42:54.853954+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f0ac5aaace5ec289", + "problem_id": "v2p_n6_8fef8216972f194b", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X3", + "predicate_op": ">=", + "predicate_value": 5.0, + "top_k": 14, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=19" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f0ac5aaace5ec289.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f0ac5aaace5ec289", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11137.33, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f0ac5aaace5ec289\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7d217213c2c29d7aef5a03e236fde7685b0789b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:54.842994+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11137.33, "started_at": "2026-05-04T07:42:43.686351+00:00", "ended_at": "2026-05-04T07:42:54.821260+00:00", "prompt_metrics": {"chars": 8610, "bytes_utf8": 8610, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 379, "bytes_utf8": 379, "lines": 1, "estimated_tokens": 101}, "usage": {"input_tokens": 22779, "cached_input_tokens": 19840, "output_tokens": 155}, "stderr_preview": "2026-05-04T07:42:44.016266Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:46.450683Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 14;\",\"notes\":\"Applied the planned Filtered Top-k Group Count template with group_col=\\\"y\\\" and a numeric filter on \\\"X3\\\" using CAST because the schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..24ef6102f9f38353063b58d67a5127aa98afc621 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f0ac5aaace5ec289/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f0ac5aaace5ec289", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 19840, + "output_tokens": 155, + "total_tokens": 22934, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 101, + "estimated_total_tokens": 2791, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11137.33, + "sql_execution_elapsed_ms_total": 2.66, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f0ac5aaace5ec289\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b42b97b8d2751708da66c6d19127bdd0df3d5d3c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9dcff92076871fe938b3c6ecdfa516f6da26a72f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f15177301c10e20b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16209.69, + "sql_execution_elapsed_ms_total": 5.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f15177301c10e20b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..b5f73190149f7b5ed80dc71ae78a327be837b97c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:45:55.723851+00:00", + "ended_at": "2026-05-04T07:46:11.934213+00:00", + "elapsed_ms": 16209.69, + "prompt_metrics": { + "chars": 8428, + "bytes_utf8": 8428, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 688, + "bytes_utf8": 688, + "lines": 4, + "estimated_tokens": 204 + }, + "stderr_metrics": { + "chars": 23162, + "bytes_utf8": 23162, + "lines": 57, + "estimated_tokens": 13175 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 360, + "bytes_utf8": 360, + "lines": 1, + "estimated_tokens": 95 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 111 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..e9120a3ce5f86b16db521d65b839a52d441c21b9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1f059dbfcf59b65c124db8814fc65c929923386e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-6eb2-7f60-a596-af9d369a5d39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the shortlisted Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" to REAL because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..0b4851d8b663c1068511ba1fae0ef4b1f8bc1595 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the shortlisted Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X14\". Cast \"X14\" to REAL because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..9d38ea9f378d8b64a62140bf4937c3fef47d879f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:45:55.979225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:45:59.462415Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:10.170538Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa6c922f23568f90bf6f7daa5a3eff1c1d16f95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "avg_measure": 3.646}, {"y": "3", "avg_measure": -0.1815}, {"y": "2", "avg_measure": -0.3715}, {"y": "0", "avg_measure": -14.7365}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f4ac8eb75ebc63e9ac6a6c12a7f6b9cec39af01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f15177301c10e20b +-- problem_id: v2p_n6_3e27d5972bfdb5d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..8b1b6c24dc47045dee6b1fbca4a14e487ca98a02 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.646}, {\"y\": \"3\", \"avg_measure\": -0.1815}, {\"y\": \"2\", \"avg_measure\": -0.3715}, {\"y\": \"0\", \"avg_measure\": -14.7365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.04}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..c0dfbbeb2c71a8905b4aa58802ce8a51b92d8588 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:45:55.721391+00:00", + "ended_at": "2026-05-04T07:46:11.966370+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f15177301c10e20b", + "problem_id": "v2p_n6_3e27d5972bfdb5d0", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 14, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f15177301c10e20b.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f15177301c10e20b", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 22840, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2733, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16209.69, + "sql_execution_elapsed_ms_total": 5.04, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f15177301c10e20b\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..938d998c79e442eed2f8d3465dd23829ce292d00 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f15177301c10e20b/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:11.953160+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16209.69, "started_at": "2026-05-04T07:45:55.723851+00:00", "ended_at": "2026-05-04T07:46:11.934213+00:00", "prompt_metrics": {"chars": 8428, "bytes_utf8": 8428, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 360, "bytes_utf8": 360, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T07:45:55.979225Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:45:59.462415Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9979e9e978a2c501bfbf4387091e516d9db34a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f1-ec1a-7b00-ac25-d3b8492fc905"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X11\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Applied the planned Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X11\\\". CAST to REAL is used because the schema stores X11 as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":168}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4d1a96322d522a174960ea254f66915149503974 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X11\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"avg_measure\" DESC;","notes":"Applied the planned Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X11\". CAST to REAL is used because the schema stores X11 as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..68f7e3e8babc7c471de765bad6f635199a3bb183 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:44:16.972022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:44:19.992778Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:44:31.985025Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..bfede8ae4a6d2c1259da2113cc13b6a261768b5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11. +Result preview: [{"y": "1", "avg_measure": 0.269}, {"y": "3", "avg_measure": -0.307}, {"y": "2", "avg_measure": -0.362}, {"y": "0", "avg_measure": -13.698}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdac365311ca7ee114f3676f51e386edec321f58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f2641d0aa274614e +-- problem_id: v2p_n6_be452273e053be18 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X11" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "y" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a19f4f45ac66fe4c8a722861b450fa13cad8c009 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X11\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X11\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 0.269}, {\"y\": \"3\", \"avg_measure\": -0.307}, {\"y\": \"2\", \"avg_measure\": -0.362}, {\"y\": \"0\", \"avg_measure\": -13.698}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.18}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..78eac6a5e023e3d1c5957b21b308181db0a736fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:44:16.754147+00:00", + "ended_at": "2026-05-04T07:44:35.960448+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f2641d0aa274614e", + "problem_id": "v2p_n6_be452273e053be18", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_conditional_contrast", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X11.", + "bindings": { + "group_col": "y", + "measure_col": "X11", + "top_k": 11, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=3", + "sql_variant_index=1/2", + "binding_index=26" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 3, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f2641d0aa274614e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f2641d0aa274614e", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 168, + "total_tokens": 22897, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 94, + "estimated_total_tokens": 2732, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 19176.03, + "sql_execution_elapsed_ms_total": 5.18, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f2641d0aa274614e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e56f7928b8214e0b180e4ef7f6683fba3b45a155 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2641d0aa274614e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:44:35.946532+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 19176.03, "started_at": "2026-05-04T07:44:16.754147+00:00", "ended_at": "2026-05-04T07:44:35.936093+00:00", "prompt_metrics": {"chars": 8429, "bytes_utf8": 8429, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 338, "bytes_utf8": 338, "lines": 1, "estimated_tokens": 94}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 168}, "stderr_preview": "2026-05-04T07:44:16.972022Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:44:19.992778Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e17aed9dfe40b81117430e8b93f49d019cfcc141 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f3-ae3c-74a2-a2aa-be9a31808a80"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the planned grouped numeric mean template with group_col=\\\"y\\\" and measure_col=\\\"X14\\\". Cast \\\"X14\\\" from TEXT to REAL for SQLite numeric averaging.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":2432,"output_tokens":105}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..efee0bd6b214541120050cf42a1a30b8dbd7c28a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the planned grouped numeric mean template with group_col=\"y\" and measure_col=\"X14\". Cast \"X14\" from TEXT to REAL for SQLite numeric averaging."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5f266d131db0d11adcd170c8712031bb8f555482 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:12.243072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:16.324981Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:26.458822Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..fa6c922f23568f90bf6f7daa5a3eff1c1d16f95f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14. +Result preview: [{"y": "1", "avg_measure": 3.646}, {"y": "3", "avg_measure": -0.1815}, {"y": "2", "avg_measure": -0.3715}, {"y": "0", "avg_measure": -14.7365}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..060f99b4a2aa6e26924774833738297097fc73b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f2ad3a7968a6eaae +-- problem_id: v2p_n6_5d62f37dc661e443 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fc233a5d18a7722376eff0b21adad53f9457bda8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X14\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X14\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"1\", \"avg_measure\": 3.646}, {\"y\": \"3\", \"avg_measure\": -0.1815}, {\"y\": \"2\", \"avg_measure\": -0.3715}, {\"y\": \"0\", \"avg_measure\": -14.7365}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.7}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ffc194c1cd08fa9776f5fc8680d69beced721015 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:46:11.969361+00:00", + "ended_at": "2026-05-04T07:46:28.798252+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f2ad3a7968a6eaae", + "problem_id": "v2p_n6_5d62f37dc661e443", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X14.", + "bindings": { + "group_col": "y", + "measure_col": "X14", + "top_k": 19, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=29" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f2ad3a7968a6eaae.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f2ad3a7968a6eaae", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 2432, + "output_tokens": 105, + "total_tokens": 22834, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 89, + "estimated_total_tokens": 2727, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 16794.25, + "sql_execution_elapsed_ms_total": 4.7, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f2ad3a7968a6eaae\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bc846f6df1946109c0cd4d94e39a42bac3bc0fc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2ad3a7968a6eaae/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:46:28.785557+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16794.25, "started_at": "2026-05-04T07:46:11.972508+00:00", "ended_at": "2026-05-04T07:46:28.767295+00:00", "prompt_metrics": {"chars": 8431, "bytes_utf8": 8431, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 328, "bytes_utf8": 328, "lines": 1, "estimated_tokens": 89}, "usage": {"input_tokens": 22729, "cached_input_tokens": 2432, "output_tokens": 105}, "stderr_preview": "2026-05-04T07:46:12.243072Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:16.324981Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "required_roles": [ + "group_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_group_count", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..d055e1bedce68a6fab1ad9642e662dbff5d4cacf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ed-5c39-7471-8b7f-3ad7273a1b51"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\",\"notes\":\"Used the provided Grouped Count by Category template with group_col bound to \\\"y\\\" and only the single allowed table/columns.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22703,"cached_input_tokens":22400,"output_tokens":87}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4acf32181979194dddd787ef521f36c5780a2b99 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;","notes":"Used the provided Grouped Count by Category template with group_col bound to \"y\" and only the single allowed table/columns."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9dc54cdd5d1c71ff997fa36f35069d3477ad6c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:39:18.016748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:39:20.516380Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:39:30.262047Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..f526d74b4286ef8d63f6da4cef8f2dc848d523ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "3", "row_count": 2000}, {"y": "2", "row_count": 2000}, {"y": "1", "row_count": 2000}, {"y": "0", "row_count": 2000}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..59f61dad1e4325f1e7a6f3860a24de9d01e1f9b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_f2c1c37bebc6655f +-- problem_id: v2p_n6_6b480b46f8caa6b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..ee70326ae88219237cf58a97fc2242c59eb1da8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_group_count\nSELECT \"y\", COUNT(*) AS row_count\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY row_count DESC;", "result": "{\"query\": \"-- template_id: tpl_clickbench_group_count\\nSELECT \\\"y\\\", COUNT(*) AS row_count\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY row_count DESC;\", \"columns\": [\"y\", \"row_count\"], \"rows\": [{\"y\": \"3\", \"row_count\": 2000}, {\"y\": \"2\", \"row_count\": 2000}, {\"y\": \"1\", \"row_count\": 2000}, {\"y\": \"0\", \"row_count\": 2000}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.89}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..923d304f8e30d60051d28d8fd90b91ff16e901e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:39:17.815362+00:00", + "ended_at": "2026-05-04T07:39:30.982910+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f2c1c37bebc6655f", + "problem_id": "v2p_n6_6b480b46f8caa6b2", + "dataset_id": "n6", + "template_id": "tpl_clickbench_group_count", + "template_name": "Grouped Count by Category", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Count by Category to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "top_k": 14, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS row_count\nFROM {table}\nGROUP BY {group_col}\nORDER BY row_count DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/1", + "binding_index=4" + ], + "template_selection_mode": "cli", + "selected_template_rank": 1, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f2c1c37bebc6655f.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f2c1c37bebc6655f", + "api_calls": 0, + "input_tokens": 22703, + "cached_input_tokens": 22400, + "output_tokens": 87, + "total_tokens": 22790, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2612, + "estimated_output_tokens": 71, + "estimated_total_tokens": 2683, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13135.41, + "sql_execution_elapsed_ms_total": 3.89, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f2c1c37bebc6655f\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..21c6cfd202ea911b55d1c1b1ab03931ca8b1e670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f2c1c37bebc6655f/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:39:30.972048+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13135.41, "started_at": "2026-05-04T07:39:17.818263+00:00", "ended_at": "2026-05-04T07:39:30.953186+00:00", "prompt_metrics": {"chars": 8342, "bytes_utf8": 8342, "lines": 298, "estimated_tokens": 2612}, "response_metrics": {"chars": 280, "bytes_utf8": 280, "lines": 1, "estimated_tokens": 71}, "usage": {"input_tokens": 22703, "cached_input_tokens": 22400, "output_tokens": 87}, "stderr_preview": "2026-05-04T07:39:18.016748Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:39:20.516380Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3285afbc24323970d8fea90465cf0886b644c807 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-e7dd-7b51-898c-cf1586952305"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22777,"cached_input_tokens":19840,"output_tokens":176}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..ccd5564fd40049243f02e4ce830cb432beb17ea2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;","notes":"Used the provided Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X5\". CAST(\"X5\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..3257abe701e3165ff82347a6191ded0edf9c64a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:42:04.851099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:42:07.289404Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:42:15.778904Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..47686f59fdd361e029f4be221fd858dd04e8b9e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y. +Result preview: [{"y": "0", "support": 754}, {"y": "1", "support": 648}, {"y": "3", "support": 409}, {"y": "2", "support": 287}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2b11b9bb1fca3c9da25c9d39d187984fc5f3110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_f30987af9a358ef9 +-- problem_id: v2p_n6_a0187eede7b19120 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..e0a98ca5c9d2abf46d5ce294c9134e6128fd9ee3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X5\" AS REAL) >= 10.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 17;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X5\\\" AS REAL) >= 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 754}, {\"y\": \"1\", \"support\": 648}, {\"y\": \"3\", \"support\": 409}, {\"y\": \"2\", \"support\": 287}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 3.35}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..07fba44ebd52fdc43542e67fba6ef95481f301c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:42:04.476997+00:00", + "ended_at": "2026-05-04T07:42:16.696219+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f30987af9a358ef9", + "problem_id": "v2p_n6_a0187eede7b19120", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "count_distribution", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role count_distribution. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X5", + "predicate_op": ">=", + "predicate_value": 10.0, + "top_k": 17, + "top_n": 5, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=2/2", + "binding_index=17" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 6, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f30987af9a358ef9.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f30987af9a358ef9", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 22953, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12188.54, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f30987af9a358ef9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..199bfcfcdf4c76d6adffb1ff531389c869d82b21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:42:16.688982+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 12188.54, "started_at": "2026-05-04T07:42:04.476997+00:00", "ended_at": "2026-05-04T07:42:16.658232+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2688}, "response_metrics": {"chars": 449, "bytes_utf8": 449, "lines": 1, "estimated_tokens": 118}, "usage": {"input_tokens": 22777, "cached_input_tokens": 19840, "output_tokens": 176}, "stderr_preview": "2026-05-04T07:42:04.851099Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:42:07.289404Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 10.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 17;\",\"notes\":\"Used the provided Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X5\\\". CAST(\\\"X5\\\" AS REAL) is applied because the schema stores feature columns as TEXT while the predicate value is numeric.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..61d0cde81ce14cb62ec47bf25fb8649155a8a516 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f30987af9a358ef9/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f30987af9a358ef9", + "api_calls": 0, + "input_tokens": 22777, + "cached_input_tokens": 19840, + "output_tokens": 176, + "total_tokens": 22953, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2688, + "estimated_output_tokens": 118, + "estimated_total_tokens": 2806, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 12188.54, + "sql_execution_elapsed_ms_total": 3.35, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f30987af9a358ef9\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..6ac93891cf24a316ab24d5d53a1d41b9586b6548 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/conversation.jsonl @@ -0,0 +1,4 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 338}} +{"attempt": 2, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_2.txt", "metrics": {"chars": 9381, "bytes_utf8": 9381, "lines": 304, "estimated_tokens": 2921}} +{"attempt": 2, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_2.txt", "raw_content_path": "cli/sql_response_attempt_2.raw.txt", "stderr_path": "cli/sql_stderr_attempt_2.txt", "metrics": {"chars": 929, "bytes_utf8": 929, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 23012, "cached_input_tokens": 19840, "output_tokens": 408}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7e9ce49bb9a4b24f364efdd573baf5b19a702e21 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 2, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f35412a82c8f3202", + "api_calls": 0, + "input_tokens": 45779, + "cached_input_tokens": 39680, + "output_tokens": 746, + "total_tokens": 46525, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5597, + "estimated_output_tokens": 577, + "estimated_total_tokens": 6174, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30460.2, + "sql_execution_elapsed_ms_total": 29.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f35412a82c8f3202\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..30cc6ba61670aede99c3a6d90e21ecf22ebf1982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:18.038547+00:00", + "ended_at": "2026-05-04T08:11:32.391014+00:00", + "elapsed_ms": 14352.53, + "prompt_metrics": { + "chars": 8596, + "bytes_utf8": 8596, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1370, + "bytes_utf8": 1370, + "lines": 4, + "estimated_tokens": 454 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 945, + "bytes_utf8": 945, + "lines": 1, + "estimated_tokens": 286 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 19840, + "output_tokens": 338 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_2.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_2.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..ac3841c974db37427140da6d1e52d2e6ae5d3d8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_attempt_2.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 2, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:11:32.413708+00:00", + "ended_at": "2026-05-04T08:11:48.517891+00:00", + "elapsed_ms": 16107.67, + "prompt_metrics": { + "chars": 9381, + "bytes_utf8": 9381, + "lines": 304, + "estimated_tokens": 2921 + }, + "stdout_metrics": { + "chars": 1356, + "bytes_utf8": 1356, + "lines": 4, + "estimated_tokens": 458 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13242 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 929, + "bytes_utf8": 929, + "lines": 1, + "estimated_tokens": 291 + }, + "usage": { + "input_tokens": 23012, + "cached_input_tokens": 19840, + "output_tokens": 408 + } + }, + "prompt_path": "cli/sql_prompt_attempt_2.txt", + "response_path": "cli/sql_response_attempt_2.txt", + "raw_response_path": "cli/sql_response_attempt_2.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_2.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..26c37d269d4d123da054ea9ced011f4b57e100d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..d400fe7a1c1d92a4182ddde1f2ef7a43bc1562d9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X8\" IS NOT NULL\n AND TRIM(\"X8\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..a0a3fbcc3a34ee26e0666ece581367c74a7a3902 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-a91c-7da2-85a4-9077296b96a8"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X8\\\" IS NOT NULL\\n AND TRIM(\\\"X8\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Because SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the value at rank CEIL(0.9 * group_size) within each y group after casting \\\"X8\\\" from TEXT to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":19840,"output_tokens":338}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a3cccefe89bd9c33191aa1e1d43e3bd39fe314e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X8\" IS NOT NULL\n AND TRIM(\"X8\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"Used the planned grouped percentile template with group_col=\"y\" and measure_col=\"X8\". Because SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the value at rank CEIL(0.9 * group_size) within each y group after casting \"X8\" from TEXT to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..8ed9b4d518ad369bdca9b9693b857affa39f6e3a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20a-e135-79d0-b3fc-e7f76c56f38e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X8\\\" IS NOT NULL\\n AND TRIM(\\\"X8\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE expression that computes the ceiling of 0.9 * group count for the percentile row selection.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23012,"cached_input_tokens":19840,"output_tokens":408}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..322cca02fd533dcf0f9c4bd1bb9f0fe6a617ea6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X8\" IS NOT NULL\n AND TRIM(\"X8\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported SQLite function CEIL with an equivalent CASE expression that computes the ceiling of 0.9 * group count for the percentile row selection."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..eeccb469d57449c01684bce20a82bf57afd7d40b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:18.244228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:20.642921Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:31.640962Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..1130a8ab79746f766b43a0a89cad59378a334fbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:11:32.583413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:11:35.042506Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:11:47.596092Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..e1642833d25684174f1191ba9138d4870f0be81a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "0", "percentile_measure": 77.0}, {"y": "3", "percentile_measure": 13.0}, {"y": "1", "percentile_measure": 8.0}, {"y": "2", "percentile_measure": 5.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b8c7cbd15ce88255800dc4a58a3a9afb2cf8565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/generated_sql.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f35412a82c8f3202 +-- problem_id: v2p_n6_7f7a2181bbe1b2c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X8" IS NOT NULL + AND TRIM("X8") <> '' +), +"target_rows" AS ( + SELECT + "y", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..19e27140f1930b55a6da722bbd5f2ce9eeb686b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X8\" IS NOT NULL\n AND TRIM(\"X8\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = (\n CAST((0.9 * \"cnt\") AS INTEGER) +\n CASE\n WHEN (0.9 * \"cnt\") > CAST((0.9 * \"cnt\") AS INTEGER) THEN 1\n ELSE 0\n END\n )\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ranked\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X8\\\" AS REAL) AS \\\"measure_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X8\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X8\\\" IS NOT NULL\\n AND TRIM(\\\"X8\\\") <> ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 77.0}, {\"y\": \"3\", \"percentile_measure\": 13.0}, {\"y\": \"1\", \"percentile_measure\": 8.0}, {\"y\": \"2\", \"percentile_measure\": 5.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 29.99}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..ee08637a537b5c9e8bb494e3974f0cbd446327b7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:11:18.018317+00:00", + "ended_at": "2026-05-04T08:11:48.652468+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f35412a82c8f3202", + "problem_id": "v2p_n6_7f7a2181bbe1b2c7", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=103" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f35412a82c8f3202.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f35412a82c8f3202", + "api_calls": 0, + "input_tokens": 45779, + "cached_input_tokens": 39680, + "output_tokens": 746, + "total_tokens": 46525, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5597, + "estimated_output_tokens": 577, + "estimated_total_tokens": 6174, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30460.2, + "sql_execution_elapsed_ms_total": 29.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f35412a82c8f3202\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..924b33d8ff14aa88ad247d594a18de76ea434bab --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:11:32.409950+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14352.53, "started_at": "2026-05-04T08:11:18.038547+00:00", "ended_at": "2026-05-04T08:11:32.391014+00:00", "prompt_metrics": {"chars": 8596, "bytes_utf8": 8596, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 945, "bytes_utf8": 945, "lines": 1, "estimated_tokens": 286}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 338}, "stderr_preview": "2026-05-04T08:11:18.244228Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:20.642921Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER)\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Used the planned grouped percentile template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". Because SQLite does not support PERCENTILE_CONT, this query approximates the 90th percentile as the value at rank CEIL(0.9 * group_size) within each y group after casting \\\"X8\\\" from TEXT to REAL.\"}"} +{"timestamp": "2026-05-04T08:11:32.410814+00:00", "event_type": "sqlite_query_error", "engine": "v2-cli:codex", "attempt": 1, "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ranked\" AS (\n SELECT\n \"y\",\n CAST(\"X8\" AS REAL) AS \"measure_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X8\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X8\" IS NOT NULL\n AND TRIM(\"X8\") <> ''\n),\n\"target_rows\" AS (\n SELECT\n \"y\",\n \"measure_value\"\n FROM \"ranked\"\n WHERE \"rn\" = CAST(CEIL(0.9 * \"cnt\") AS INTEGER)\n)\nSELECT\n \"y\",\n \"measure_value\" AS \"percentile_measure\"\nFROM \"target_rows\"\nORDER BY \"percentile_measure\" DESC;", "error": "no such function: CEIL"} +{"timestamp": "2026-05-04T08:11:48.553481+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 2, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 16107.67, "started_at": "2026-05-04T08:11:32.413708+00:00", "ended_at": "2026-05-04T08:11:48.517891+00:00", "prompt_metrics": {"chars": 9381, "bytes_utf8": 9381, "lines": 304, "estimated_tokens": 2921}, "response_metrics": {"chars": 929, "bytes_utf8": 929, "lines": 1, "estimated_tokens": 291}, "usage": {"input_tokens": 23012, "cached_input_tokens": 19840, "output_tokens": 408}, "stderr_preview": "2026-05-04T08:11:32.583413Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:11:35.042506Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n ''\\n),\\n\\\"target_rows\\\" AS (\\n SELECT\\n \\\"y\\\",\\n \\\"measure_value\\\"\\n FROM \\\"ranked\\\"\\n WHERE \\\"rn\\\" = (\\n CAST((0.9 * \\\"cnt\\\") AS INTEGER) +\\n CASE\\n WHEN (0.9 * \\\"cnt\\\") > CAST((0.9 * \\\"cnt\\\") AS INTEGER) THEN 1\\n ELSE 0\\n END\\n )\\n)\\nSELECT\\n \\\"y\\\",\\n \\\"measure_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"target_rows\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported SQLite function CEIL with an equivalent CASE expression that computes the ceiling of 0.9 * group count for the percentile row selection.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..548a96bf589784b163f68f101ff7caf02336c27b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f35412a82c8f3202/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f35412a82c8f3202", + "api_calls": 0, + "input_tokens": 45779, + "cached_input_tokens": 39680, + "output_tokens": 746, + "total_tokens": 46525, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5597, + "estimated_output_tokens": 577, + "estimated_total_tokens": 6174, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 30460.2, + "sql_execution_elapsed_ms_total": 29.99, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f35412a82c8f3202\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..f73d68c49a56365645d5699b68aaeae2387c0a14 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..9508e4cc170582daa929b0006573d94ebdba158c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f3977efd583fde08", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13609.49, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f3977efd583fde08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..797eaa008d6d9a277e041340af2a5dcb93778982 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:46:47.041889+00:00", + "ended_at": "2026-05-04T07:47:00.654340+00:00", + "elapsed_ms": 13609.49, + "prompt_metrics": { + "chars": 8430, + "bytes_utf8": 8430, + "lines": 300, + "estimated_tokens": 2638 + }, + "stdout_metrics": { + "chars": 698, + "bytes_utf8": 698, + "lines": 4, + "estimated_tokens": 205 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13206 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 370, + "bytes_utf8": 370, + "lines": 1, + "estimated_tokens": 99 + }, + "usage": { + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 115 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b40cc1692210e1a04d85ebdb900f1f14ba056d5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "primary_family": "subgroup_structure", + "portability": "partial", + "sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "planned_template_id": "tpl_m4_group_avg_numeric", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36066bed011fd33b95b3d88e8355fdc8bd159c42 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f4-3730-7952-a149-e946ef7efc79"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the provided Grouped Numeric Mean template with group_col=\\\"y\\\" and measure_col=\\\"X15\\\". Cast \\\"X15\\\" to REAL because the SQLite schema stores it as TEXT while the task treats it as numeric.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22729,"cached_input_tokens":19840,"output_tokens":115}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b5886274dbc5c1670eaa2a26b55c50d87c02a988 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;","notes":"Used the provided Grouped Numeric Mean template with group_col=\"y\" and measure_col=\"X15\". Cast \"X15\" to REAL because the SQLite schema stores it as TEXT while the task treats it as numeric."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aa970fd25b10c147c2c8fc3fae9d903c3ec34473 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:46:47.283593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:46:50.387534Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:46:59.830735Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..be26b39f7ac9f5671d29252b61376d26048810f2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15. +Result preview: [{"y": "3", "avg_measure": -0.2175}, {"y": "2", "avg_measure": -0.671}, {"y": "1", "avg_measure": -1.806}, {"y": "0", "avg_measure": -14.727}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6024748e0d3f76af586e66e4626c3c9fdc76730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f3977efd583fde08 +-- problem_id: v2p_n6_1928f0b8ef2c3add +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0f37f31a59a27862040546fa2cb4cd181182f061 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_group_avg_numeric\nSELECT \"y\", AVG(CAST(\"X15\" AS REAL)) AS avg_measure\nFROM \"n6\"\nGROUP BY \"y\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_group_avg_numeric\\nSELECT \\\"y\\\", AVG(CAST(\\\"X15\\\" AS REAL)) AS avg_measure\\nFROM \\\"n6\\\"\\nGROUP BY \\\"y\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.2175}, {\"y\": \"2\", \"avg_measure\": -0.671}, {\"y\": \"1\", \"avg_measure\": -1.806}, {\"y\": \"0\", \"avg_measure\": -14.727}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 4.48}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f2d4e0bf854dab58b23e5cb8e29a3bec0e3b29f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:46:47.041889+00:00", + "ended_at": "2026-05-04T07:47:00.688394+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f3977efd583fde08", + "problem_id": "v2p_n6_1928f0b8ef2c3add", + "dataset_id": "n6", + "template_id": "tpl_m4_group_avg_numeric", + "template_name": "Grouped Numeric Mean", + "family_id": "subgroup_structure", + "canonical_subitem_id": "internal_profile_stability", + "intended_facet_id": "subgroup_rank_order", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Numeric Mean to probe internal_profile_stability with semantic role collapsed_target_view. Focus on group_col=y, measure_col=X15.", + "bindings": { + "group_col": "y", + "measure_col": "X15", + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=subgroup_distribution_shift,subgroup_rank_order,subgroup_conditional_contrast", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=30" + ], + "template_selection_mode": "cli", + "selected_template_rank": 3, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f3977efd583fde08.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f3977efd583fde08", + "api_calls": 0, + "input_tokens": 22729, + "cached_input_tokens": 19840, + "output_tokens": 115, + "total_tokens": 22844, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2638, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2737, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13609.49, + "sql_execution_elapsed_ms_total": 4.48, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f3977efd583fde08\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..c771b1f779bf424d5d368ffa5d3e26c04b7d5943 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f3977efd583fde08/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:47:00.664860+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13609.49, "started_at": "2026-05-04T07:46:47.041889+00:00", "ended_at": "2026-05-04T07:47:00.654340+00:00", "prompt_metrics": {"chars": 8430, "bytes_utf8": 8430, "lines": 300, "estimated_tokens": 2638}, "response_metrics": {"chars": 370, "bytes_utf8": 370, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22729, "cached_input_tokens": 19840, "output_tokens": 115}, "stderr_preview": "2026-05-04T07:46:47.283593Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:46:50.387534Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..618633f74c7c42f8c3e8f3266773d4d0d84fb246 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f7-e820-72a3-ab11-bfca06878857"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X12\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X12\\\". Cast \\\"X12\\\" from TEXT to REAL so the average is computed numerically in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22739,"cached_input_tokens":21888,"output_tokens":133}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..5677c49b53c2da3c67c77c2bf6ee8436edc39801 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X12\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X12\". Cast \"X12\" from TEXT to REAL so the average is computed numerically in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f056a9d96f2f1d4fd1168583e3e1842c3e51382 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:50:49.180873Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:50:53.491007Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:51:01.885024Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..6eb7c3a2c1cfd15527c67d2488d4fcae2e04637d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12. +Result preview: [{"y": "3", "avg_measure": -0.0615}, {"y": "2", "avg_measure": -0.3505}, {"y": "1", "avg_measure": -4.851}, {"y": "0", "avg_measure": -13.868}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a915b8f5d195cf8ba866bb651d5861f4ff32845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_f4569a28b163abf6 +-- problem_id: v2p_n6_a0057c79666adb74 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X12" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..bfa11003eb968ed8fd35b9269af3f676a0b5c7f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X12\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X12\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"3\", \"avg_measure\": -0.0615}, {\"y\": \"2\", \"avg_measure\": -0.3505}, {\"y\": \"1\", \"avg_measure\": -4.851}, {\"y\": \"0\", \"avg_measure\": -13.868}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 27.61}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..d8a50989a71ebcda7479adafa5343801ce0b19a4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:50:48.985726+00:00", + "ended_at": "2026-05-04T07:51:02.589902+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f4569a28b163abf6", + "problem_id": "v2p_n6_a0057c79666adb74", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X12.", + "bindings": { + "group_col": "y", + "measure_col": "X12", + "top_k": 13, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 7.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=8", + "sql_variant_index=1/2", + "binding_index=43" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 8, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f4569a28b163abf6.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f4569a28b163abf6", + "api_calls": 0, + "input_tokens": 22739, + "cached_input_tokens": 21888, + "output_tokens": 133, + "total_tokens": 22872, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2648, + "estimated_output_tokens": 99, + "estimated_total_tokens": 2747, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13534.01, + "sql_execution_elapsed_ms_total": 27.61, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f4569a28b163abf6\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..7a148e405423f32390669a57eddb140d0104f4de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f4569a28b163abf6/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:51:02.553439+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13534.01, "started_at": "2026-05-04T07:50:48.988852+00:00", "ended_at": "2026-05-04T07:51:02.522669+00:00", "prompt_metrics": {"chars": 8502, "bytes_utf8": 8502, "lines": 300, "estimated_tokens": 2648}, "response_metrics": {"chars": 383, "bytes_utf8": 383, "lines": 1, "estimated_tokens": 99}, "usage": {"input_tokens": 22739, "cached_input_tokens": 21888, "output_tokens": 133}, "stderr_preview": "2026-05-04T07:50:49.180873Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:50:53.491007Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..68286c692e0dc41f56474dbff36c92057b31d686 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f458945787e23c05\n-- problem_id: v2p_n6_34b4b98f99a6645d\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X14\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X14\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f458945787e23c05\\n-- problem_id: v2p_n6_34b4b98f99a6645d\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X14\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X14\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X14\", \"support\", \"avg_response\"], \"rows\": [{\"X14\": \"-1\", \"support\": 286, \"avg_response\": -1.2832167832167831}, {\"X14\": \"-2\", \"support\": 280, \"avg_response\": -1.6607142857142858}, {\"X14\": \"-4\", \"support\": 270, \"avg_response\": -2.859259259259259}, {\"X14\": \"2\", \"support\": 267, \"avg_response\": -1.2958801498127341}, {\"X14\": \"-3\", \"support\": 267, \"avg_response\": -1.756554307116105}, {\"X14\": \"1\", \"support\": 256, \"avg_response\": -2.203125}, {\"X14\": \"3\", \"support\": 242, \"avg_response\": -1.7933884297520661}, {\"X14\": \"-6\", \"support\": 236, \"avg_response\": -0.2542372881355932}, {\"X14\": \"-5\", \"support\": 236, \"avg_response\": -2.4152542372881354}, {\"X14\": \"4\", \"support\": 229, \"avg_response\": -1.7161572052401746}, {\"X14\": \"6\", \"support\": 225, \"avg_response\": -1.7022222222222223}, {\"X14\": \"5\", \"support\": 213, \"avg_response\": -0.3427230046948357}, {\"X14\": \"0\", \"support\": 213, \"avg_response\": -1.3708920187793427}, {\"X14\": \"7\", \"support\": 208, \"avg_response\": -3.0673076923076925}, {\"X14\": \"-7\", \"support\": 206, \"avg_response\": -3.5485436893203883}, {\"X14\": \"9\", \"support\": 184, \"avg_response\": 1.1630434782608696}, {\"X14\": \"8\", \"support\": 183, \"avg_response\": -4.579234972677596}, {\"X14\": \"10\", \"support\": 172, \"avg_response\": -0.23255813953488372}, {\"X14\": \"-9\", \"support\": 164, \"avg_response\": -2.3780487804878048}, {\"X14\": \"-8\", \"support\": 163, \"avg_response\": -2.263803680981595}, {\"X14\": \"11\", \"support\": 154, \"avg_response\": -2.948051948051948}, {\"X14\": \"12\", \"support\": 133, \"avg_response\": 0.3007518796992481}, {\"X14\": \"-10\", \"support\": 130, \"avg_response\": -2.1846153846153844}, {\"X14\": \"-11\", \"support\": 128, \"avg_response\": -1.40625}, {\"X14\": \"13\", \"support\": 118, \"avg_response\": -0.9576271186440678}, {\"X14\": \"14\", \"support\": 105, \"avg_response\": 0.19047619047619047}, {\"X14\": \"-12\", \"support\": 103, \"avg_response\": -4.223300970873787}, {\"X14\": \"15\", \"support\": 74, \"avg_response\": -3.27027027027027}, {\"X14\": \"16\", \"support\": 73, \"avg_response\": -3.3835616438356166}, {\"X14\": \"-14\", \"support\": 72, \"avg_response\": -3.75}, {\"X14\": \"-13\", \"support\": 71, \"avg_response\": 2.1549295774647885}, {\"X14\": \"18\", \"support\": 60, \"avg_response\": 0.85}, {\"X14\": \"19\", \"support\": 57, \"avg_response\": -8.947368421052632}, {\"X14\": \"17\", \"support\": 56, \"avg_response\": -3.8214285714285716}, {\"X14\": \"-17\", \"support\": 49, \"avg_response\": -5.653061224489796}, {\"X14\": \"20\", \"support\": 47, \"avg_response\": -12.97872340425532}, {\"X14\": \"-16\", \"support\": 45, \"avg_response\": -3.422222222222222}, {\"X14\": \"-18\", \"support\": 41, \"avg_response\": 3.4146341463414633}, {\"X14\": \"-19\", \"support\": 40, \"avg_response\": -5.1}, {\"X14\": \"21\", \"support\": 40, \"avg_response\": -8.65}, {\"X14\": \"-24\", \"support\": 39, \"avg_response\": 6.051282051282051}, {\"X14\": \"-20\", \"support\": 37, \"avg_response\": 2.891891891891892}, {\"X14\": \"-22\", \"support\": 34, \"avg_response\": 4.029411764705882}, {\"X14\": \"-15\", \"support\": 34, \"avg_response\": -0.8529411764705882}, {\"X14\": \"22\", \"support\": 32, \"avg_response\": -9.3125}, {\"X14\": \"26\", \"support\": 31, \"avg_response\": -9.35483870967742}, {\"X14\": \"-21\", \"support\": 27, \"avg_response\": -10.925925925925926}, {\"X14\": \"24\", \"support\": 26, \"avg_response\": -27.076923076923077}, {\"X14\": \"-23\", \"support\": 25, \"avg_response\": -1.92}, {\"X14\": \"-26\", \"support\": 25, \"avg_response\": -8.08}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.88}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52197d07eb87ae376a3d7af98f864ab5d033c7aa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.139394+00:00", + "ended_at": "2026-05-04T08:20:40.149006+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f458945787e23c05", + "problem_id": "v2p_n6_34b4b98f99a6645d", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X14.", + "bindings": { + "key_col": "X14", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=52", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 52, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f458945787e23c05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f458945787e23c05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..4694cbe25bb5b97389688ea5535aabe5859ffd4c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X2": "1", "support": 337, "avg_response": -1.489614243323442}, {"X2": "-1", "support": 331, "avg_response": 0.4471299093655589}, {"X2": "-2", "support": 307, "avg_response": -1.1758957654723128}, {"X2": "2", "support": 303, "avg_response": -2.363036303630363}, {"X2": "3", "support": 298, "avg_response": -1.2583892617449663}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..50f0e113566f12e104bc00f4532a95210ede17ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f64bc9c280a82703 +-- problem_id: v2p_n6_b4b4c5412e701446 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..86b546a255ee4749bd6298c795e60f5ae6ebabd6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f64bc9c280a82703\n-- problem_id: v2p_n6_b4b4c5412e701446\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X2\",\n COUNT(*) AS support,\n AVG(\"X4\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X2\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f64bc9c280a82703\\n-- problem_id: v2p_n6_b4b4c5412e701446\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X2\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X4\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X2\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X2\", \"support\", \"avg_response\"], \"rows\": [{\"X2\": \"1\", \"support\": 337, \"avg_response\": -1.489614243323442}, {\"X2\": \"-1\", \"support\": 331, \"avg_response\": 0.4471299093655589}, {\"X2\": \"-2\", \"support\": 307, \"avg_response\": -1.1758957654723128}, {\"X2\": \"2\", \"support\": 303, \"avg_response\": -2.363036303630363}, {\"X2\": \"3\", \"support\": 298, \"avg_response\": -1.2583892617449663}, {\"X2\": \"-3\", \"support\": 291, \"avg_response\": -0.6288659793814433}, {\"X2\": \"-5\", \"support\": 288, \"avg_response\": -0.5}, {\"X2\": \"-4\", \"support\": 276, \"avg_response\": -0.6920289855072463}, {\"X2\": \"4\", \"support\": 265, \"avg_response\": 0.03018867924528302}, {\"X2\": \"0\", \"support\": 254, \"avg_response\": -2.763779527559055}, {\"X2\": \"5\", \"support\": 228, \"avg_response\": -1.969298245614035}, {\"X2\": \"6\", \"support\": 220, \"avg_response\": 0.1318181818181818}, {\"X2\": \"7\", \"support\": 217, \"avg_response\": 0.7004608294930875}, {\"X2\": \"-6\", \"support\": 195, \"avg_response\": 0.18461538461538463}, {\"X2\": \"-7\", \"support\": 175, \"avg_response\": -0.09142857142857143}, {\"X2\": \"-8\", \"support\": 167, \"avg_response\": -2.44311377245509}, {\"X2\": \"10\", \"support\": 165, \"avg_response\": -1.5515151515151515}, {\"X2\": \"9\", \"support\": 161, \"avg_response\": -0.2360248447204969}, {\"X2\": \"8\", \"support\": 158, \"avg_response\": -0.8481012658227848}, {\"X2\": \"-9\", \"support\": 157, \"avg_response\": -1.7770700636942676}, {\"X2\": \"11\", \"support\": 138, \"avg_response\": -1.2753623188405796}, {\"X2\": \"12\", \"support\": 115, \"avg_response\": 0.17391304347826086}, {\"X2\": \"-10\", \"support\": 112, \"avg_response\": -1.5535714285714286}, {\"X2\": \"-12\", \"support\": 96, \"avg_response\": -1.5833333333333333}, {\"X2\": \"14\", \"support\": 96, \"avg_response\": -2.2708333333333335}, {\"X2\": \"-11\", \"support\": 94, \"avg_response\": -3.0638297872340425}, {\"X2\": \"13\", \"support\": 88, \"avg_response\": 0.4090909090909091}, {\"X2\": \"16\", \"support\": 74, \"avg_response\": -1.6216216216216217}, {\"X2\": \"-13\", \"support\": 69, \"avg_response\": 0.4782608695652174}, {\"X2\": \"17\", \"support\": 67, \"avg_response\": 4.597014925373134}, {\"X2\": \"15\", \"support\": 62, \"avg_response\": -4.290322580645161}, {\"X2\": \"-14\", \"support\": 59, \"avg_response\": -2.9491525423728815}, {\"X2\": \"-16\", \"support\": 52, \"avg_response\": -1.5}, {\"X2\": \"18\", \"support\": 45, \"avg_response\": -3.6222222222222222}, {\"X2\": \"19\", \"support\": 45, \"avg_response\": -4.044444444444444}, {\"X2\": \"-18\", \"support\": 44, \"avg_response\": 0.2727272727272727}, {\"X2\": \"-15\", \"support\": 42, \"avg_response\": 3.357142857142857}, {\"X2\": \"-19\", \"support\": 39, \"avg_response\": -4.589743589743589}, {\"X2\": \"20\", \"support\": 35, \"avg_response\": -0.08571428571428572}, {\"X2\": \"-17\", \"support\": 35, \"avg_response\": -3.142857142857143}, {\"X2\": \"21\", \"support\": 34, \"avg_response\": -6.911764705882353}, {\"X2\": \"22\", \"support\": 32, \"avg_response\": -7.0625}, {\"X2\": \"-25\", \"support\": 25, \"avg_response\": -14.4}, {\"X2\": \"23\", \"support\": 24, \"avg_response\": 7.416666666666667}, {\"X2\": \"24\", \"support\": 24, \"avg_response\": 7.25}, {\"X2\": \"-22\", \"support\": 24, \"avg_response\": 5.5}, {\"X2\": \"26\", \"support\": 24, \"avg_response\": -3.2916666666666665}, {\"X2\": \"-23\", \"support\": 24, \"avg_response\": -9.791666666666666}, {\"X2\": \"-21\", \"support\": 24, \"avg_response\": -18.166666666666668}, {\"X2\": \"31\", \"support\": 22, \"avg_response\": 20.818181818181817}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 5.8}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..8240a45aeeaca565c055c0da4707dddc68c806e5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.497287+00:00", + "ended_at": "2026-05-04T08:20:39.506026+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f64bc9c280a82703", + "problem_id": "v2p_n6_b4b4c5412e701446", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X4, key_col=X2.", + "bindings": { + "key_col": "X2", + "measure_col": "X4", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=6", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f64bc9c280a82703.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f64bc9c280a82703/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1173a2d39c37893e50b041c3885bbb0c605ec4c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/final_answer.txt @@ -0,0 +1 @@ +{"row_count": null, "preview_rows": [{"X15": "-2", "support": 340, "avg_response": 0.43823529411764706}, {"X15": "2", "support": 323, "avg_response": 0.07739938080495357}, {"X15": "-1", "support": 314, "avg_response": 0.4745222929936306}, {"X15": "-3", "support": 302, "avg_response": 0.22847682119205298}, {"X15": "3", "support": 299, "avg_response": -0.1705685618729097}]} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c31a4c602c26d0bc093d3d63d1c3b9adeae4ced --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/generated_sql.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f714560c0bbd2a05 +-- problem_id: v2p_n6_9b0e77b7a62db869 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..850702a71e453e064d096de6f6aa2bf7001209e4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f714560c0bbd2a05\n-- problem_id: v2p_n6_9b0e77b7a62db869\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X15\",\n COUNT(*) AS support,\n AVG(\"X3\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X15\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f714560c0bbd2a05\\n-- problem_id: v2p_n6_9b0e77b7a62db869\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X15\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X3\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X15\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X15\", \"support\", \"avg_response\"], \"rows\": [{\"X15\": \"-2\", \"support\": 340, \"avg_response\": 0.43823529411764706}, {\"X15\": \"2\", \"support\": 323, \"avg_response\": 0.07739938080495357}, {\"X15\": \"-1\", \"support\": 314, \"avg_response\": 0.4745222929936306}, {\"X15\": \"-3\", \"support\": 302, \"avg_response\": 0.22847682119205298}, {\"X15\": \"3\", \"support\": 299, \"avg_response\": -0.1705685618729097}, {\"X15\": \"-4\", \"support\": 294, \"avg_response\": -1.8945578231292517}, {\"X15\": \"-5\", \"support\": 291, \"avg_response\": -0.8487972508591065}, {\"X15\": \"1\", \"support\": 287, \"avg_response\": 0.006968641114982578}, {\"X15\": \"0\", \"support\": 285, \"avg_response\": 1.8596491228070176}, {\"X15\": \"4\", \"support\": 260, \"avg_response\": 1.9730769230769232}, {\"X15\": \"-6\", \"support\": 238, \"avg_response\": -3.407563025210084}, {\"X15\": \"5\", \"support\": 233, \"avg_response\": 1.390557939914163}, {\"X15\": \"-7\", \"support\": 218, \"avg_response\": -2.311926605504587}, {\"X15\": \"-8\", \"support\": 210, \"avg_response\": -2.6}, {\"X15\": \"7\", \"support\": 183, \"avg_response\": 1.6994535519125684}, {\"X15\": \"6\", \"support\": 177, \"avg_response\": 3.1807909604519775}, {\"X15\": \"-9\", \"support\": 171, \"avg_response\": -6.584795321637427}, {\"X15\": \"-10\", \"support\": 170, \"avg_response\": -4.152941176470589}, {\"X15\": \"8\", \"support\": 144, \"avg_response\": 3.8194444444444446}, {\"X15\": \"-12\", \"support\": 127, \"avg_response\": -3.8503937007874014}, {\"X15\": \"-11\", \"support\": 126, \"avg_response\": -3.3015873015873014}, {\"X15\": \"9\", \"support\": 109, \"avg_response\": 5.91743119266055}, {\"X15\": \"10\", \"support\": 91, \"avg_response\": 2.5604395604395602}, {\"X15\": \"-13\", \"support\": 89, \"avg_response\": -9.97752808988764}, {\"X15\": \"11\", \"support\": 84, \"avg_response\": 7.523809523809524}, {\"X15\": \"-14\", \"support\": 80, \"avg_response\": -8.5375}, {\"X15\": \"13\", \"support\": 76, \"avg_response\": 6.078947368421052}, {\"X15\": \"12\", \"support\": 69, \"avg_response\": 3.3768115942028984}, {\"X15\": \"16\", \"support\": 65, \"avg_response\": 2.523076923076923}, {\"X15\": \"-18\", \"support\": 59, \"avg_response\": -11.610169491525424}, {\"X15\": \"-17\", \"support\": 58, \"avg_response\": -5.844827586206897}, {\"X15\": \"14\", \"support\": 57, \"avg_response\": 10.0}, {\"X15\": \"-16\", \"support\": 54, \"avg_response\": -2.3703703703703702}, {\"X15\": \"-15\", \"support\": 53, \"avg_response\": -5.547169811320755}, {\"X15\": \"18\", \"support\": 51, \"avg_response\": 3.9019607843137254}, {\"X15\": \"15\", \"support\": 51, \"avg_response\": 2.1176470588235294}, {\"X15\": \"17\", \"support\": 41, \"avg_response\": 7.7073170731707314}, {\"X15\": \"-19\", \"support\": 41, \"avg_response\": -17.097560975609756}, {\"X15\": \"-21\", \"support\": 37, \"avg_response\": -7.5675675675675675}, {\"X15\": \"-23\", \"support\": 37, \"avg_response\": -14.324324324324325}, {\"X15\": \"19\", \"support\": 35, \"avg_response\": 5.257142857142857}, {\"X15\": \"-20\", \"support\": 35, \"avg_response\": -0.17142857142857143}, {\"X15\": \"21\", \"support\": 34, \"avg_response\": 5.735294117647059}, {\"X15\": \"20\", \"support\": 34, \"avg_response\": 2.8529411764705883}, {\"X15\": \"-22\", \"support\": 32, \"avg_response\": -14.125}, {\"X15\": \"23\", \"support\": 31, \"avg_response\": 5.870967741935484}, {\"X15\": \"22\", \"support\": 28, \"avg_response\": 6.571428571428571}, {\"X15\": \"-24\", \"support\": 27, \"avg_response\": -19.074074074074073}, {\"X15\": \"-25\", \"support\": 22, \"avg_response\": -16.045454545454547}, {\"X15\": \"-26\", \"support\": 20, \"avg_response\": -17.55}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.09}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..eb06d7ff554c61877d9d82de12868c1fdacc7a12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:40.176971+00:00", + "ended_at": "2026-05-04T08:20:40.186310+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f714560c0bbd2a05", + "problem_id": "v2p_n6_9b0e77b7a62db869", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X3, key_col=X15.", + "bindings": { + "key_col": "X15", + "measure_col": "X3", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=55", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 55, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f714560c0bbd2a05.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f714560c0bbd2a05/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a84d07e1886fa8b95df1d7535644f1d9d41daf4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8599, "bytes_utf8": 8599, "lines": 300, "estimated_tokens": 2676}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 839, "bytes_utf8": 839, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 289}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..f7e5889776e4addb6399545904b168b0a9725766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7ee297425de44b5", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 289, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13733.75, + "sql_execution_elapsed_ms_total": 44.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f7ee297425de44b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..1675ba0b9d124b3fc49a249af96a9b26ff64b87d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:07:54.216552+00:00", + "ended_at": "2026-05-04T08:08:07.950401+00:00", + "elapsed_ms": 13733.75, + "prompt_metrics": { + "chars": 8599, + "bytes_utf8": 8599, + "lines": 300, + "estimated_tokens": 2676 + }, + "stdout_metrics": { + "chars": 1208, + "bytes_utf8": 1208, + "lines": 4, + "estimated_tokens": 383 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13220 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 839, + "bytes_utf8": 839, + "lines": 1, + "estimated_tokens": 252 + }, + "usage": { + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 289 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bde474bf17f6239d67a77838b2c874cf4a8ba4f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..af389840a7c3cfed94e0131183fee811cf83ed4a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df207-8cee-7143-b25e-ffa412fa1139"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS percentile_measure\\nFROM (\\n SELECT \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"X5\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS cnt\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X5\\\" IS NOT NULL\\n)\\nWHERE rn IN (\\n CAST(((cnt - 1) * 0.95) AS INTEGER) + 1,\\n CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1\\n)\\nGROUP BY \\\"y\\\"\\nORDER BY percentile_measure DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this query approximates the planned grouped 95th-percentile point for \\\"X5\\\" within each \\\"y\\\" group by averaging the two bounding ordered values selected via window functions, after casting text values to REAL.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":21888,"output_tokens":289}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c67313a59c27187dd452d20955c1e949b15eabce --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nSELECT \"y\",\n AVG(CAST(\"X5\" AS REAL)) AS percentile_measure\nFROM (\n SELECT \"y\",\n CAST(\"X5\" AS REAL) AS \"X5\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS rn,\n COUNT(*) OVER (PARTITION BY \"y\") AS cnt\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n)\nWHERE rn IN (\n CAST(((cnt - 1) * 0.95) AS INTEGER) + 1,\n CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1\n)\nGROUP BY \"y\"\nORDER BY percentile_measure DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this query approximates the planned grouped 95th-percentile point for \"X5\" within each \"y\" group by averaging the two bounding ordered values selected via window functions, after casting text values to REAL."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f8ad1160916931746593dc37d43330a8d204acac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:07:54.425409Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:07:56.800668Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:08:07.317660Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..74ea5a2101aa5c8ac832c2a7b8e474d14017560a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5. +Result preview: [{"y": "0", "percentile_measure": 99.5}, {"y": "1", "percentile_measure": 40.0}, {"y": "3", "percentile_measure": 25.0}, {"y": "2", "percentile_measure": 18.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff2dafcc2355d67a7188e31af1910b4944c7cbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/generated_sql.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f7ee297425de44b5 +-- problem_id: v2p_n6_fe8fbb2feb6b44cd +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CAST("X5" AS REAL)) AS percentile_measure +FROM ( + SELECT "y", + CAST("X5" AS REAL) AS "X5", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS rn, + COUNT(*) OVER (PARTITION BY "y") AS cnt + FROM "n6" + WHERE "y" IS NOT NULL + AND "X5" IS NOT NULL +) +WHERE rn IN ( + CAST(((cnt - 1) * 0.95) AS INTEGER) + 1, + CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1 +) +GROUP BY "y" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..06ba149e8c918c792938ec6848a177ecf3a704f7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nSELECT \"y\",\n AVG(CAST(\"X5\" AS REAL)) AS percentile_measure\nFROM (\n SELECT \"y\",\n CAST(\"X5\" AS REAL) AS \"X5\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X5\" AS REAL)) AS rn,\n COUNT(*) OVER (PARTITION BY \"y\") AS cnt\n FROM \"n6\"\n WHERE \"y\" IS NOT NULL\n AND \"X5\" IS NOT NULL\n)\nWHERE rn IN (\n CAST(((cnt - 1) * 0.95) AS INTEGER) + 1,\n CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1\n)\nGROUP BY \"y\"\nORDER BY percentile_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nSELECT \\\"y\\\",\\n AVG(CAST(\\\"X5\\\" AS REAL)) AS percentile_measure\\nFROM (\\n SELECT \\\"y\\\",\\n CAST(\\\"X5\\\" AS REAL) AS \\\"X5\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X5\\\" AS REAL)) AS rn,\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS cnt\\n FROM \\\"n6\\\"\\n WHERE \\\"y\\\" IS NOT NULL\\n AND \\\"X5\\\" IS NOT NULL\\n)\\nWHERE rn IN (\\n CAST(((cnt - 1) * 0.95) AS INTEGER) + 1,\\n CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1\\n)\\nGROUP BY \\\"y\\\"\\nORDER BY percentile_measure DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 99.5}, {\"y\": \"1\", \"percentile_measure\": 40.0}, {\"y\": \"3\", \"percentile_measure\": 25.0}, {\"y\": \"2\", \"percentile_measure\": 18.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 44.59}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..7552a2f6bf699311958f9c4c651ef283bc2b8a6d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:07:54.213610+00:00", + "ended_at": "2026-05-04T08:08:08.027433+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f7ee297425de44b5", + "problem_id": "v2p_n6_fe8fbb2feb6b44cd", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role focused_target_view. Focus on group_col=y, measure_col=X5.", + "bindings": { + "group_col": "y", + "measure_col": "X5", + "top_k": 10, + "top_n": 3, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 10.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=1/2", + "binding_index=100" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 5, + "sql_variant_index": 1, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f7ee297425de44b5.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_f7ee297425de44b5", + "api_calls": 0, + "input_tokens": 22767, + "cached_input_tokens": 21888, + "output_tokens": 289, + "total_tokens": 23056, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2676, + "estimated_output_tokens": 252, + "estimated_total_tokens": 2928, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 13733.75, + "sql_execution_elapsed_ms_total": 44.59, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_f7ee297425de44b5\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2d24233ae3bda9fd27305b01f48971b0c4b0f48a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f7ee297425de44b5/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:08:07.969442+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 13733.75, "started_at": "2026-05-04T08:07:54.216552+00:00", "ended_at": "2026-05-04T08:08:07.950401+00:00", "prompt_metrics": {"chars": 8599, "bytes_utf8": 8599, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 839, "bytes_utf8": 839, "lines": 1, "estimated_tokens": 252}, "usage": {"input_tokens": 22767, "cached_input_tokens": 21888, "output_tokens": 289}, "stderr_preview": "2026-05-04T08:07:54.425409Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:07:56.800668Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..de431234dbad268009cd8c09ac3c5e2803647307 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/query_results.jsonl @@ -0,0 +1 @@ +{"node_name": "v2_template", "tool_name": "sqlite_query", "query": "-- sql_source_version: v4\n-- sql_source_label: v4_current\n-- sql_source_run_id: v4_cli_20260504_065100_b\n-- sql_source_dataset_id: n6\n-- family_id: cardinality_structure\n-- canonical_subitem_id: high_cardinality_response_stability\n-- intended_facet_id: target_cardinality_cross_section\n-- variant_semantic_role: focused_target_view\n-- template_id: tpl_cardinality_high_card_response_stability\n-- query_record_id: v2q_n6_f864f0197a82ffcf\n-- problem_id: v2p_n6_444db45536572158\n-- realization_mode: deterministic\n-- source_kind: deterministic\nSELECT\n \"X9\",\n COUNT(*) AS support,\n AVG(\"X1\") AS avg_response\nFROM \"n6\"\nGROUP BY \"X9\"\nHAVING COUNT(*) >= 5.0\nORDER BY support DESC, avg_response DESC;", "result": "{\"query\": \"-- sql_source_version: v4\\n-- sql_source_label: v4_current\\n-- sql_source_run_id: v4_cli_20260504_065100_b\\n-- sql_source_dataset_id: n6\\n-- family_id: cardinality_structure\\n-- canonical_subitem_id: high_cardinality_response_stability\\n-- intended_facet_id: target_cardinality_cross_section\\n-- variant_semantic_role: focused_target_view\\n-- template_id: tpl_cardinality_high_card_response_stability\\n-- query_record_id: v2q_n6_f864f0197a82ffcf\\n-- problem_id: v2p_n6_444db45536572158\\n-- realization_mode: deterministic\\n-- source_kind: deterministic\\nSELECT\\n \\\"X9\\\",\\n COUNT(*) AS support,\\n AVG(\\\"X1\\\") AS avg_response\\nFROM \\\"n6\\\"\\nGROUP BY \\\"X9\\\"\\nHAVING COUNT(*) >= 5.0\\nORDER BY support DESC, avg_response DESC;\", \"columns\": [\"X9\", \"support\", \"avg_response\"], \"rows\": [{\"X9\": \"-1\", \"support\": 350, \"avg_response\": -1.4942857142857142}, {\"X9\": \"-2\", \"support\": 341, \"avg_response\": -0.3255131964809384}, {\"X9\": \"1\", \"support\": 299, \"avg_response\": 0.08361204013377926}, {\"X9\": \"2\", \"support\": 299, \"avg_response\": -0.030100334448160536}, {\"X9\": \"0\", \"support\": 288, \"avg_response\": 0.8333333333333334}, {\"X9\": \"5\", \"support\": 271, \"avg_response\": 1.2952029520295203}, {\"X9\": \"-3\", \"support\": 271, \"avg_response\": -0.17712177121771217}, {\"X9\": \"-4\", \"support\": 264, \"avg_response\": -1.5378787878787878}, {\"X9\": \"3\", \"support\": 263, \"avg_response\": 1.5399239543726235}, {\"X9\": \"4\", \"support\": 261, \"avg_response\": 1.4942528735632183}, {\"X9\": \"-5\", \"support\": 254, \"avg_response\": -1.889763779527559}, {\"X9\": \"-6\", \"support\": 208, \"avg_response\": -2.293269230769231}, {\"X9\": \"6\", \"support\": 194, \"avg_response\": 3.479381443298969}, {\"X9\": \"7\", \"support\": 177, \"avg_response\": 3.2711864406779663}, {\"X9\": \"-7\", \"support\": 152, \"avg_response\": -3.8552631578947367}, {\"X9\": \"8\", \"support\": 148, \"avg_response\": 3.189189189189189}, {\"X9\": \"-8\", \"support\": 146, \"avg_response\": -0.1095890410958904}, {\"X9\": \"9\", \"support\": 124, \"avg_response\": 4.483870967741935}, {\"X9\": \"-9\", \"support\": 120, \"avg_response\": -2.95}, {\"X9\": \"-10\", \"support\": 120, \"avg_response\": -5.775}, {\"X9\": \"10\", \"support\": 119, \"avg_response\": 4.92436974789916}, {\"X9\": \"-11\", \"support\": 106, \"avg_response\": -1.8679245283018868}, {\"X9\": \"12\", \"support\": 104, \"avg_response\": -0.9134615384615384}, {\"X9\": \"11\", \"support\": 85, \"avg_response\": 1.7058823529411764}, {\"X9\": \"14\", \"support\": 70, \"avg_response\": 4.185714285714286}, {\"X9\": \"-13\", \"support\": 70, \"avg_response\": -7.985714285714286}, {\"X9\": \"15\", \"support\": 69, \"avg_response\": 10.028985507246377}, {\"X9\": \"13\", \"support\": 68, \"avg_response\": 4.4411764705882355}, {\"X9\": \"16\", \"support\": 66, \"avg_response\": 6.257575757575758}, {\"X9\": \"18\", \"support\": 65, \"avg_response\": 5.938461538461539}, {\"X9\": \"17\", \"support\": 64, \"avg_response\": 14.046875}, {\"X9\": \"-12\", \"support\": 59, \"avg_response\": -13.203389830508474}, {\"X9\": \"20\", \"support\": 54, \"avg_response\": 6.0}, {\"X9\": \"-14\", \"support\": 53, \"avg_response\": -13.69811320754717}, {\"X9\": \"-16\", \"support\": 50, \"avg_response\": -10.22}, {\"X9\": \"22\", \"support\": 49, \"avg_response\": 16.775510204081634}, {\"X9\": \"-17\", \"support\": 49, \"avg_response\": -11.857142857142858}, {\"X9\": \"19\", \"support\": 46, \"avg_response\": 9.08695652173913}, {\"X9\": \"-18\", \"support\": 46, \"avg_response\": -3.391304347826087}, {\"X9\": \"-19\", \"support\": 46, \"avg_response\": -7.326086956521739}, {\"X9\": \"-15\", \"support\": 44, \"avg_response\": -10.568181818181818}, {\"X9\": \"24\", \"support\": 37, \"avg_response\": 0.6216216216216216}, {\"X9\": \"21\", \"support\": 35, \"avg_response\": 8.885714285714286}, {\"X9\": \"-21\", \"support\": 34, \"avg_response\": -8.058823529411764}, {\"X9\": \"-22\", \"support\": 32, \"avg_response\": -10.125}, {\"X9\": \"23\", \"support\": 30, \"avg_response\": 5.4}, {\"X9\": \"30\", \"support\": 29, \"avg_response\": 18.103448275862068}, {\"X9\": \"-23\", \"support\": 27, \"avg_response\": -16.74074074074074}, {\"X9\": \"25\", \"support\": 26, \"avg_response\": 17.153846153846153}, {\"X9\": \"26\", \"support\": 25, \"avg_response\": 10.96}], \"row_count_returned\": 50, \"row_limit\": 50, \"truncated\": true, \"elapsed_ms\": 6.01}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..52067f4ac2646f7328bf146be0b3ed3000a24612 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/run_manifest.json @@ -0,0 +1,60 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:20:39.777311+00:00", + "ended_at": "2026-05-04T08:20:39.787577+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_f864f0197a82ffcf", + "problem_id": "v2p_n6_444db45536572158", + "dataset_id": "n6", + "template_id": "tpl_cardinality_high_card_response_stability", + "template_name": "High-Cardinality Response Stability", + "family_id": "cardinality_structure", + "canonical_subitem_id": "high_cardinality_response_stability", + "intended_facet_id": "target_cardinality_cross_section", + "variant_semantic_role": "focused_target_view", + "subitem_assignment_source": "template_fixed", + "source_kind": "deterministic", + "realization_mode": "deterministic", + "gate_priority": "deterministic", + "extended_family": true, + "question": "Use template High-Cardinality Response Stability to probe high_cardinality_response_stability with semantic role focused_target_view. Focus on measure_col=X1, key_col=X9.", + "bindings": { + "key_col": "X9", + "measure_col": "X1", + "min_support": 5 + }, + "binding_roles": [ + "key_col", + "target_col" + ], + "coverage_target_min": "enumerate_all_applicable", + "runtime_sql_skeleton": "SELECT\n {key_col},\n COUNT(*) AS support,\n AVG({measure_col}) AS avg_response\nFROM {table}\nGROUP BY {key_col}\nHAVING COUNT(*) >= {min_support}\nORDER BY support DESC, avg_response DESC;", + "notes": [ + "default_facets=target_cardinality_cross_section", + "template_selection_mode=deterministic", + "problem_index_within_template=29", + "sql_variant_index=1/1" + ], + "template_selection_mode": "deterministic", + "selected_template_rank": 0, + "problem_index_within_template": 29, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_f864f0197a82ffcf.sql", + "usage_summary": { + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..706a9ce5ede5c98279666452da8e0b08dcc24be5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_f864f0197a82ffcf/usage_summary.json @@ -0,0 +1,9 @@ +{ + "engine": "template", + "input_tokens": 0, + "cached_input_tokens": 0, + "output_tokens": 0, + "total_tokens": 0, + "estimated_total_tokens": 0, + "usage_source": "none" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..baa15cad51c07a39ad50e3bb04507e50d848d04b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..7ef57a486ab0752ce8c2c8708448fa20925200d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fb063ae6183553d1", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11213.62, + "sql_execution_elapsed_ms_total": 21.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fb063ae6183553d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..a5e3b5cd40eef1d04dc0482070a5becfcd5b6ab9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T07:49:12.599091+00:00", + "ended_at": "2026-05-04T07:49:23.812329+00:00", + "elapsed_ms": 11213.62, + "prompt_metrics": { + "chars": 8505, + "bytes_utf8": 8505, + "lines": 300, + "estimated_tokens": 2649 + }, + "stdout_metrics": { + "chars": 728, + "bytes_utf8": 728, + "lines": 4, + "estimated_tokens": 213 + }, + "stderr_metrics": { + "chars": 23184, + "bytes_utf8": 23184, + "lines": 57, + "estimated_tokens": 13240 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 400, + "bytes_utf8": 400, + "lines": 1, + "estimated_tokens": 102 + }, + "usage": { + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 118 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..6973117c10a80828669e72fc7c052cfaad0a19ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,300 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "planned_template_id": "tpl_m4_window_partition_avg", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..e35f604f3240f7bf667f3584a0db30f23dabf3fd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1f6-6f95-70b3-865c-b1b8824bbe6e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X8\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\",\"notes\":\"Used the required Window Partition Average template with group_col=\\\"y\\\" and measure_col=\\\"X8\\\". CAST(\\\"X8\\\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22740,"cached_input_tokens":21888,"output_tokens":118}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..aefbcce4d470edd4f9dbc25b1f4cac493a8391a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X8\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;","notes":"Used the required Window Partition Average template with group_col=\"y\" and measure_col=\"X8\". CAST(\"X8\" AS REAL) is applied because the schema stores numeric-looking values as TEXT in SQLite."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..538dc4305acd3e03f8560522819dfa7b11506c5a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:49:12.783795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:49:15.498726Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:49:22.925105Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..1de7a0b5d9a1dd852a88618527abab0f0ab9254a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8. +Result preview: [{"y": "2", "avg_measure": -0.213}, {"y": "3", "avg_measure": -0.226}, {"y": "1", "avg_measure": -0.7625}, {"y": "0", "avg_measure": -12.593}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d9e0a506d1e44dccc19e33608ec7718f978c0f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/generated_sql.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_fb063ae6183553d1 +-- problem_id: v2p_n6_a51e0a5ca3d19f65 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X8" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..a11346ab28d47c5d3122179cab56de4fb0f095a3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_window_partition_avg\nSELECT DISTINCT \"y\",\n AVG(CAST(\"X8\" AS REAL)) OVER (PARTITION BY \"y\") AS avg_measure\nFROM \"n6\"\nORDER BY avg_measure DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_window_partition_avg\\nSELECT DISTINCT \\\"y\\\",\\n AVG(CAST(\\\"X8\\\" AS REAL)) OVER (PARTITION BY \\\"y\\\") AS avg_measure\\nFROM \\\"n6\\\"\\nORDER BY avg_measure DESC;\", \"columns\": [\"y\", \"avg_measure\"], \"rows\": [{\"y\": \"2\", \"avg_measure\": -0.213}, {\"y\": \"3\", \"avg_measure\": -0.226}, {\"y\": \"1\", \"avg_measure\": -0.7625}, {\"y\": \"0\", \"avg_measure\": -12.593}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 21.55}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..de2ce847fd99ad8ddc7276bbd20a83820d02e709 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:49:12.596077+00:00", + "ended_at": "2026-05-04T07:49:23.859590+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fb063ae6183553d1", + "problem_id": "v2p_n6_a51e0a5ca3d19f65", + "dataset_id": "n6", + "template_id": "tpl_m4_window_partition_avg", + "template_name": "Window Partition Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "direction_consistency", + "intended_facet_id": "conditional_rate_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Window Partition Average to probe direction_consistency with semantic role filtered_stable_view. Focus on group_col=y, measure_col=X8.", + "bindings": { + "group_col": "y", + "measure_col": "X8", + "top_k": 19, + "top_n": 7, + "num_tiles": 10, + "percentile_value": 0.95, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT DISTINCT {group_col},\n AVG({measure_col}) OVER (PARTITION BY {group_col}) AS avg_measure\nFROM {table}\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_rate_shift", + "template_selection_mode=cli", + "problem_index_within_template=4", + "sql_variant_index=2/2", + "binding_index=39" + ], + "template_selection_mode": "cli", + "selected_template_rank": 4, + "problem_index_within_template": 4, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fb063ae6183553d1.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fb063ae6183553d1", + "api_calls": 0, + "input_tokens": 22740, + "cached_input_tokens": 21888, + "output_tokens": 118, + "total_tokens": 22858, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2649, + "estimated_output_tokens": 102, + "estimated_total_tokens": 2751, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11213.62, + "sql_execution_elapsed_ms_total": 21.55, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fb063ae6183553d1\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..cd17a857d2c1f6814d5c64e37a721726cd39d039 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fb063ae6183553d1/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:49:23.829596+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11213.62, "started_at": "2026-05-04T07:49:12.599091+00:00", "ended_at": "2026-05-04T07:49:23.812329+00:00", "prompt_metrics": {"chars": 8505, "bytes_utf8": 8505, "lines": 300, "estimated_tokens": 2649}, "response_metrics": {"chars": 400, "bytes_utf8": 400, "lines": 1, "estimated_tokens": 102}, "usage": {"input_tokens": 22740, "cached_input_tokens": 21888, "output_tokens": 118}, "stderr_preview": "2026-05-04T07:49:12.783795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:49:15.498726Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X6.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X6", + "band_col": "X6", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..0ea050e15d6af9cc503a2e481607db16a925844c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df201-e390-7290-87ae-a0011138a443"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) BETWEEN -5.0 AND 5.0;\",\"notes\":\"Used the provided filtered-sum template with measure_col and band_col both bound to \\\"X6\\\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":19840,"output_tokens":111}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a897c3e5e2e063afb6ca564ff7e7df2e15719e22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) BETWEEN -5.0 AND 5.0;","notes":"Used the provided filtered-sum template with measure_col and band_col both bound to \"X6\". CAST to REAL is necessary because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..84872717f2728e1ae3b47073b07b4dd41f15353e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:01:43.422795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:01:45.882056Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:01:53.600607Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..0c23df14aaf40972090da1a66680518c58253238 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X6. +Result preview: [{"total_measure": 177.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..832204149fd7a0bfafa612759a60f7976f08d8c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_fba399e72a983c2e +-- problem_id: v2p_n6_315ad0546749735c +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) BETWEEN -5.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..1175f1739c24dbfd736ee346099f1d10c1b8e302 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X6\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X6\" AS REAL) BETWEEN -5.0 AND 5.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X6\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X6\\\" AS REAL) BETWEEN -5.0 AND 5.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": 177.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.43}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..74f34098f6d052cfd47bc9a5d565a5e4d95cb184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:01:43.169734+00:00", + "ended_at": "2026-05-04T08:01:54.317355+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fba399e72a983c2e", + "problem_id": "v2p_n6_315ad0546749735c", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X6.", + "bindings": { + "measure_col": "X6", + "band_col": "X6", + "band_cut_1": -5.0, + "band_cut_2": 5.0, + "lower_bound": -5.0, + "upper_bound": 5.0, + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=2", + "sql_variant_index=1/1", + "binding_index=85" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 2, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fba399e72a983c2e.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fba399e72a983c2e", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 19840, + "output_tokens": 111, + "total_tokens": 22881, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 95, + "estimated_total_tokens": 2776, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11110.64, + "sql_execution_elapsed_ms_total": 2.43, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fba399e72a983c2e\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..54a2be2cb454e0bef1613f74b0eb76eebb27e68d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba399e72a983c2e/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:01:54.306838+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11110.64, "started_at": "2026-05-04T08:01:43.173130+00:00", "ended_at": "2026-05-04T08:01:54.281541+00:00", "prompt_metrics": {"chars": 8535, "bytes_utf8": 8535, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 352, "bytes_utf8": 352, "lines": 1, "estimated_tokens": 95}, "usage": {"input_tokens": 22770, "cached_input_tokens": 19840, "output_tokens": 111}, "stderr_preview": "2026-05-04T08:01:43.422795Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:01:45.882056Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "required_roles": [ + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "planned_template_id": "tpl_threshold_rarity_cdf", + "bindings": { + "measure_col": "X14", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..3cb43591716939d2c4f18d0db403fdd9601571a2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20f-965b-75f1-b079-622e3f8f4c39"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X14\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\",\"notes\":\"Used the planned template tpl_threshold_rarity_cdf with measure_col bound to \\\"X14\\\" and threshold 9.0. CAST to REAL ensures numeric comparison because the schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22719,"cached_input_tokens":21888,"output_tokens":114}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..fca96c5d815232a6a986ce55163635e94df25918 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X14\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";","notes":"Used the planned template tpl_threshold_rarity_cdf with measure_col bound to \"X14\" and threshold 9.0. CAST to REAL ensures numeric comparison because the schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..945ed8427789841f9c4cdec12dd2c9f49ddb1a36 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:16:41.103145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:16:43.392842Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:16:51.353058Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..7f2501ad89fd33e403fca07fcb98a443eea1a10e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14. +Result preview: [{"empirical_cdf_at_threshold": 0.76975}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..03d04a7d041d7ab7c835d42f5dbadf0349f1b3b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/generated_sql.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_fba4ac1535782700 +-- problem_id: v2p_n6_b5375c792901de10 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X14" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..086c18908a151878c08352c4979e8b36fff5d8d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_threshold_rarity_cdf\nSELECT AVG(CASE WHEN CAST(\"X14\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM \"n6\";", "result": "{\"query\": \"-- template_id: tpl_threshold_rarity_cdf\\nSELECT AVG(CASE WHEN CAST(\\\"X14\\\" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\\nFROM \\\"n6\\\";\", \"columns\": [\"empirical_cdf_at_threshold\"], \"rows\": [{\"empirical_cdf_at_threshold\": 0.76975}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.94}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..f07a029af400556206f7e743d720e9880e538194 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/run_manifest.json @@ -0,0 +1,87 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:16:40.929136+00:00", + "ended_at": "2026-05-04T08:16:52.211839+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fba4ac1535782700", + "problem_id": "v2p_n6_b5375c792901de10", + "dataset_id": "n6", + "template_id": "tpl_threshold_rarity_cdf", + "template_name": "Threshold Rarity CDF", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_set_consistency", + "intended_facet_id": "low_support_extremes", + "variant_semantic_role": "rare_extreme_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Threshold Rarity CDF to probe tail_set_consistency with semantic role rare_extreme_view. Focus on measure_col=X14.", + "bindings": { + "measure_col": "X14", + "top_k": 10, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.1, + "baseline_multiplier": 1.5, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 5, + "measure_threshold": 9.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT AVG(CASE WHEN {measure_col} <= {measure_threshold} THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold\nFROM {table};", + "notes": [ + "default_facets=low_support_extremes", + "template_selection_mode=cli", + "problem_index_within_template=6", + "sql_variant_index=1/1", + "binding_index=125" + ], + "template_selection_mode": "cli", + "selected_template_rank": 11, + "problem_index_within_template": 6, + "sql_variant_index": 1, + "sql_variant_total": 1 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fba4ac1535782700.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fba4ac1535782700", + "api_calls": 0, + "input_tokens": 22719, + "cached_input_tokens": 21888, + "output_tokens": 114, + "total_tokens": 22833, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2630, + "estimated_output_tokens": 98, + "estimated_total_tokens": 2728, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 11250.97, + "sql_execution_elapsed_ms_total": 2.94, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fba4ac1535782700\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..2da5c1d5d2f6f4bab6998cdd18a960d806f5f9bd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fba4ac1535782700/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:16:52.198060+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 11250.97, "started_at": "2026-05-04T08:16:40.931638+00:00", "ended_at": "2026-05-04T08:16:52.183306+00:00", "prompt_metrics": {"chars": 8371, "bytes_utf8": 8371, "lines": 298, "estimated_tokens": 2630}, "response_metrics": {"chars": 369, "bytes_utf8": 369, "lines": 1, "estimated_tokens": 98}, "usage": {"input_tokens": 22719, "cached_input_tokens": 21888, "output_tokens": 114}, "stderr_preview": "2026-05-04T08:16:41.103145Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:16:43.392842Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "required_roles": [ + "band_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X1.", + "planned_template_id": "tpl_m4_binned_numeric_group_avg", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..311db49aeaae891581c4ba56ea39dfaf825b153d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1fd-cf88-7612-b25e-f868445ff33d"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X1\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X1\\\" AS REAL) < 4.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\",\"notes\":\"Used the planned template with \\\"X1\\\" bound as both the band and measure column. CAST to REAL was added because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22870,"cached_input_tokens":22400,"output_tokens":173}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..b3adb64253417db0661a3aa0833d04244d0700d5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X1\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X1\" AS REAL) < 4.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X1\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;","notes":"Used the planned template with \"X1\" bound as both the band and measure column. CAST to REAL was added because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..83bf608ecb36b6e449fc3fab6e1d9e279eb14bc9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:57:16.097701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:57:18.444270Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:57:29.612216Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..9af2ed790a6cf09942527c75a35ae22ab77bfa34 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X1. +Result preview: [{"band_bucket": "high", "avg_measure": 24.53484380363886}, {"band_bucket": "mid", "avg_measure": -0.4563552833078101}, {"band_bucket": "low", "avg_measure": -33.21252525252525}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..3daefa5bb723d9a0ebc16390663806a810acac81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/generated_sql.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_fcabc3d5d644ef75 +-- problem_id: v2p_n6_745d2e4a79ad63c1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X1" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X1" AS REAL) < 4.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X1" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..def7856d51bc4aaf0265cf9c85d76a50443f8f5f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_m4_binned_numeric_group_avg\nSELECT CASE\n WHEN CAST(\"X1\" AS REAL) < -4.0 THEN 'low'\n WHEN CAST(\"X1\" AS REAL) < 4.0 THEN 'mid'\n ELSE 'high'\n END AS \"band_bucket\",\n AVG(CAST(\"X1\" AS REAL)) AS \"avg_measure\"\nFROM \"n6\"\nGROUP BY \"band_bucket\"\nORDER BY \"avg_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_m4_binned_numeric_group_avg\\nSELECT CASE\\n WHEN CAST(\\\"X1\\\" AS REAL) < -4.0 THEN 'low'\\n WHEN CAST(\\\"X1\\\" AS REAL) < 4.0 THEN 'mid'\\n ELSE 'high'\\n END AS \\\"band_bucket\\\",\\n AVG(CAST(\\\"X1\\\" AS REAL)) AS \\\"avg_measure\\\"\\nFROM \\\"n6\\\"\\nGROUP BY \\\"band_bucket\\\"\\nORDER BY \\\"avg_measure\\\" DESC;\", \"columns\": [\"band_bucket\", \"avg_measure\"], \"rows\": [{\"band_bucket\": \"high\", \"avg_measure\": 24.53484380363886}, {\"band_bucket\": \"mid\", \"avg_measure\": -0.4563552833078101}, {\"band_bucket\": \"low\", \"avg_measure\": -33.21252525252525}], \"row_count_returned\": 3, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 5.32}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..6ca10995e329093d52c2b3db1dd3b8e58a64bbf8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:57:15.919517+00:00", + "ended_at": "2026-05-04T07:57:30.350524+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fcabc3d5d644ef75", + "problem_id": "v2p_n6_745d2e4a79ad63c1", + "dataset_id": "n6", + "template_id": "tpl_m4_binned_numeric_group_avg", + "template_name": "Binned Numeric Group Average", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Binned Numeric Group Average to probe slice_level_consistency with semantic role filtered_stable_view. Focus on measure_col=X1.", + "bindings": { + "measure_col": "X1", + "band_col": "X1", + "band_cut_1": -4.0, + "band_cut_2": 4.0, + "lower_bound": -4.0, + "upper_bound": 4.0, + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 4.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "band_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT CASE\n WHEN {band_col} < {band_cut_1} THEN 'low'\n WHEN {band_col} < {band_cut_2} THEN 'mid'\n ELSE 'high'\n END AS band_bucket,\n AVG({measure_col}) AS avg_measure\nFROM {table}\nGROUP BY band_bucket\nORDER BY avg_measure DESC;", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=64" + ], + "template_selection_mode": "cli", + "selected_template_rank": 6, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fcabc3d5d644ef75.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fcabc3d5d644ef75", + "api_calls": 0, + "input_tokens": 22870, + "cached_input_tokens": 22400, + "output_tokens": 173, + "total_tokens": 23043, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2779, + "estimated_output_tokens": 148, + "estimated_total_tokens": 2927, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14398.34, + "sql_execution_elapsed_ms_total": 5.32, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fcabc3d5d644ef75\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..134c1062d8729fdb22596ce623a228f3407fdcc4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fcabc3d5d644ef75/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:57:30.336941+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14398.34, "started_at": "2026-05-04T07:57:15.922443+00:00", "ended_at": "2026-05-04T07:57:30.320972+00:00", "prompt_metrics": {"chars": 8870, "bytes_utf8": 8870, "lines": 304, "estimated_tokens": 2779}, "response_metrics": {"chars": 533, "bytes_utf8": 533, "lines": 1, "estimated_tokens": 148}, "usage": {"input_tokens": 22870, "cached_input_tokens": 22400, "output_tokens": 173}, "stderr_preview": "2026-05-04T07:57:16.097701Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:57:18.444270Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..b25d07e1a2431daffec1476ce02bc94d232bdce3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_prompt_attempt_2.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "primary_family": "tail_rarity_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "required_roles": [ + "group_col", + "measure_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "planned_template_id": "tpl_grouped_percentile_point", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;" +} + +Repair context: +{ + "previous_sql": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n o.\"y\",\n o.\"X9_value\" AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"percentile_pos\" AS p\n ON o.\"y\" = p.\"y\"\n AND o.\"rn\" = p.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", + "sqlite_error": "no such function: CEIL", + "repair_instruction": "Return a corrected SQLite query that fixes the error." +} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..65f9b812387cfe4ed76e623f3cfee90220998886 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-1d86-7f92-ac6d-b9e88ded184e"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (PARTITION BY \\\"y\\\" ORDER BY CAST(\\\"X9\\\" AS REAL)) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X9\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(CEIL(0.9 * \\\"cnt\\\") AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n o.\\\"y\\\",\\n o.\\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"percentile_pos\\\" AS p\\n ON o.\\\"y\\\" = p.\\\"y\\\"\\n AND o.\\\"rn\\\" = p.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation by selecting the value at row CEIL(0.9 * group_size) within each y group after ordering X9 numerically.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22767,"cached_input_tokens":19840,"output_tokens":340}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..a314f958c51bca1bf64a0d0f7d23c8ed149a453b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (PARTITION BY \"y\" ORDER BY CAST(\"X9\" AS REAL)) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(CEIL(0.9 * \"cnt\") AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n o.\"y\",\n o.\"X9_value\" AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"percentile_pos\" AS p\n ON o.\"y\" = p.\"y\"\n AND o.\"rn\" = p.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"SQLite does not support PERCENTILE_CONT, so this uses a window-function-based discrete 90th percentile approximation by selecting the value at row CEIL(0.9 * group_size) within each y group after ordering X9 numerically."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..1df76d07ebaa8d6e19107ab50593d58b30a19549 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df20c-5711-70f1-af71-cbf839e0dc23"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X9\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n o.\\\"y\\\",\\n o.\\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"percentile_pos\\\" AS p\\n ON o.\\\"y\\\" = p.\\\"y\\\"\\n AND o.\\\"rn\\\" = p.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\",\"notes\":\"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 nearest-rank position: CEIL(0.9 * cnt) = ((9 * cnt) + 9) / 10.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":23043,"cached_input_tokens":22400,"output_tokens":494}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..7c8742ccf7a8b5e4385f227d2c9888a25558e415 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_response_attempt_2.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n o.\"y\",\n o.\"X9_value\" AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"percentile_pos\" AS p\n ON o.\"y\" = p.\"y\"\n AND o.\"rn\" = p.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;","notes":"Replaced unsupported CEIL() with SQLite-compatible integer arithmetic for the 0.9 nearest-rank position: CEIL(0.9 * cnt) = ((9 * cnt) + 9) / 10."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..adc7d20a4e94e94e6d729259de835681269fc8a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:12:53.565470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:12:55.985576Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:07.199215Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_2.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_2.txt new file mode 100644 index 0000000000000000000000000000000000000000..447a92657540e69dc7a4d03b863b7fd5bcc93791 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/cli/sql_stderr_attempt_2.txt @@ -0,0 +1,57 @@ +2026-05-04T08:13:08.303331Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:13:10.623414Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:13:24.653381Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..d39919b9f31217ada39ad9996ef5b0303f596b23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9. +Result preview: [{"y": "0", "percentile_measure": 75.0}, {"y": "1", "percentile_measure": 26.0}, {"y": "2", "percentile_measure": 12.0}, {"y": "3", "percentile_measure": 10.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..929e587d48bf2faf24501f7dbbdaf0b94050cab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/generated_sql.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_fd77e50b4a3d06b2 +-- problem_id: v2p_n6_be3c646dd54ea28b +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "X9_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X9" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X9" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ordered" + GROUP BY "y", "cnt" +) +SELECT + o."y", + o."X9_value" AS "percentile_measure" +FROM "ordered" AS o +JOIN "percentile_pos" AS p + ON o."y" = p."y" + AND o."rn" = p."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..fcaa98166f3655763648557a1b69feaa11d0bf23 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 2, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_grouped_percentile_point\nWITH \"ordered\" AS (\n SELECT\n \"y\",\n CAST(\"X9\" AS REAL) AS \"X9_value\",\n ROW_NUMBER() OVER (\n PARTITION BY \"y\"\n ORDER BY CAST(\"X9\" AS REAL)\n ) AS \"rn\",\n COUNT(*) OVER (PARTITION BY \"y\") AS \"cnt\"\n FROM \"n6\"\n WHERE \"X9\" IS NOT NULL AND \"y\" IS NOT NULL\n),\n\"percentile_pos\" AS (\n SELECT\n \"y\",\n CAST(((9 * \"cnt\") + 9) / 10 AS INTEGER) AS \"target_rn\"\n FROM \"ordered\"\n GROUP BY \"y\", \"cnt\"\n)\nSELECT\n o.\"y\",\n o.\"X9_value\" AS \"percentile_measure\"\nFROM \"ordered\" AS o\nJOIN \"percentile_pos\" AS p\n ON o.\"y\" = p.\"y\"\n AND o.\"rn\" = p.\"target_rn\"\nORDER BY \"percentile_measure\" DESC;", "result": "{\"query\": \"-- template_id: tpl_grouped_percentile_point\\nWITH \\\"ordered\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(\\\"X9\\\" AS REAL) AS \\\"X9_value\\\",\\n ROW_NUMBER() OVER (\\n PARTITION BY \\\"y\\\"\\n ORDER BY CAST(\\\"X9\\\" AS REAL)\\n ) AS \\\"rn\\\",\\n COUNT(*) OVER (PARTITION BY \\\"y\\\") AS \\\"cnt\\\"\\n FROM \\\"n6\\\"\\n WHERE \\\"X9\\\" IS NOT NULL AND \\\"y\\\" IS NOT NULL\\n),\\n\\\"percentile_pos\\\" AS (\\n SELECT\\n \\\"y\\\",\\n CAST(((9 * \\\"cnt\\\") + 9) / 10 AS INTEGER) AS \\\"target_rn\\\"\\n FROM \\\"ordered\\\"\\n GROUP BY \\\"y\\\", \\\"cnt\\\"\\n)\\nSELECT\\n o.\\\"y\\\",\\n o.\\\"X9_value\\\" AS \\\"percentile_measure\\\"\\nFROM \\\"ordered\\\" AS o\\nJOIN \\\"percentile_pos\\\" AS p\\n ON o.\\\"y\\\" = p.\\\"y\\\"\\n AND o.\\\"rn\\\" = p.\\\"target_rn\\\"\\nORDER BY \\\"percentile_measure\\\" DESC;\", \"columns\": [\"y\", \"percentile_measure\"], \"rows\": [{\"y\": \"0\", \"percentile_measure\": 75.0}, {\"y\": \"1\", \"percentile_measure\": 26.0}, {\"y\": \"2\", \"percentile_measure\": 12.0}, {\"y\": \"3\", \"percentile_measure\": 10.0}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 38.46}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..dadf36f4e66bcbec3be9b480b6228675e4e6edde --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/run_manifest.json @@ -0,0 +1,89 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:12:53.358468+00:00", + "ended_at": "2026-05-04T08:13:26.156180+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fd77e50b4a3d06b2", + "problem_id": "v2p_n6_be3c646dd54ea28b", + "dataset_id": "n6", + "template_id": "tpl_grouped_percentile_point", + "template_name": "Grouped Percentile Point", + "family_id": "tail_rarity_structure", + "canonical_subitem_id": "tail_concentration_consistency", + "intended_facet_id": "rare_target_concentration", + "variant_semantic_role": "ranked_signal_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Grouped Percentile Point to probe tail_concentration_consistency with semantic role ranked_signal_view. Focus on group_col=y, measure_col=X9.", + "bindings": { + "group_col": "y", + "measure_col": "X9", + "top_k": 19, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 5.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "measure_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col},\n PERCENTILE_CONT({percentile_value}) WITHIN GROUP (ORDER BY {measure_col}) AS percentile_measure\nFROM {table}\nGROUP BY {group_col}\nORDER BY percentile_measure DESC;", + "notes": [ + "default_facets=rare_target_concentration", + "template_selection_mode=cli", + "problem_index_within_template=9", + "sql_variant_index=2/2", + "binding_index=104" + ], + "template_selection_mode": "cli", + "selected_template_rank": 9, + "problem_index_within_template": 9, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fd77e50b4a3d06b2.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fd77e50b4a3d06b2", + "api_calls": 0, + "input_tokens": 45810, + "cached_input_tokens": 42240, + "output_tokens": 834, + "total_tokens": 46644, + "cost_usd": 0.0, + "ai_cli_calls": 2, + "estimated_input_tokens": 5628, + "estimated_output_tokens": 599, + "estimated_total_tokens": 6227, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 32706.54, + "sql_execution_elapsed_ms_total": 38.46, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fd77e50b4a3d06b2\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..adc644f79ddb947ae2be98b1541342cb43a30172 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fd77e50b4a3d06b2/trace.jsonl @@ -0,0 +1,3 @@ +{"timestamp": "2026-05-04T08:13:08.095627+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14714.76, "started_at": "2026-05-04T08:12:53.361214+00:00", "ended_at": "2026-05-04T08:13:08.075383+00:00", "prompt_metrics": {"chars": 8598, "bytes_utf8": 8598, "lines": 300, "estimated_tokens": 2676}, "response_metrics": {"chars": 947, "bytes_utf8": 947, "lines": 1, "estimated_tokens": 297}, "usage": {"input_tokens": 22767, "cached_input_tokens": 19840, "output_tokens": 340}, "stderr_preview": "2026-05-04T08:12:53.565470Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:12:55.985576Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n \n \n \n \n . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "primary_family": "subgroup_structure", + "portability": "yes", + "sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "required_roles": [ + "group_col", + "predicate_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "planned_template_id": "tpl_clickbench_filtered_topk_group_count", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..36d2dd0a964025b6b8d41dbf69dfad10dd1e3b6e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df1ef-8fa2-7a93-807a-bd349dbfa73a"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X4\\\". CAST(\\\"X4\\\" AS REAL) ensures numeric comparison because the SQLite schema stores feature columns as TEXT.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22779,"cached_input_tokens":22400,"output_tokens":156}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..f45171b1ccef02c2fbeb00ac3e23a00046401954 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;","notes":"Used the required Filtered Top-k Group Count template with group_col bound to \"y\" and predicate_col bound to \"X4\". CAST(\"X4\" AS REAL) ensures numeric comparison because the SQLite schema stores feature columns as TEXT."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c9522b864b9801816b470b277556b164ba5acf4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T07:41:42.234360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T07:41:44.802263Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T07:41:52.096064Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..3e845f8d177ee97b71180682e4ef329e339833e2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y. +Result preview: [{"y": "0", "support": 782}, {"y": "3", "support": 514}, {"y": "1", "support": 507}, {"y": "2", "support": 226}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..41678a87eab236e1081857894d1296a0b266dde6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/generated_sql.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_fe04d90b5ab85c96 +-- problem_id: v2p_n6_35e63d9b835518e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..0c45a3d210b37686c321be734a56c521e1945d1f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_clickbench_filtered_topk_group_count\nSELECT \"y\", COUNT(*) AS support\nFROM \"n6\"\nWHERE CAST(\"X4\" AS REAL) >= 7.0\nGROUP BY \"y\"\nORDER BY support DESC\nLIMIT 16;", "result": "{\"query\": \"-- template_id: tpl_clickbench_filtered_topk_group_count\\nSELECT \\\"y\\\", COUNT(*) AS support\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X4\\\" AS REAL) >= 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\", \"columns\": [\"y\", \"support\"], \"rows\": [{\"y\": \"0\", \"support\": 782}, {\"y\": \"3\", \"support\": 514}, {\"y\": \"1\", \"support\": 507}, {\"y\": \"2\", \"support\": 226}], \"row_count_returned\": 4, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.68}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..77bb0b13123931a27bb70795f4d7a4ff57a748cf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/run_manifest.json @@ -0,0 +1,91 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T07:41:42.020350+00:00", + "ended_at": "2026-05-04T07:41:52.963467+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_fe04d90b5ab85c96", + "problem_id": "v2p_n6_35e63d9b835518e8", + "dataset_id": "n6", + "template_id": "tpl_clickbench_filtered_topk_group_count", + "template_name": "Filtered Top-k Group Count", + "family_id": "subgroup_structure", + "canonical_subitem_id": "subgroup_size_stability", + "intended_facet_id": "subgroup_distribution_shift", + "variant_semantic_role": "filtered_stable_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "primary", + "extended_family": false, + "question": "Use template Filtered Top-k Group Count to probe subgroup_size_stability with semantic role filtered_stable_view. Focus on group_col=y.", + "bindings": { + "group_col": "y", + "predicate_col": "X4", + "predicate_op": ">=", + "predicate_value": 7.0, + "top_k": 16, + "top_n": 4, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 8.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "group_col", + "predicate_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT {group_col}, COUNT(*) AS support\nFROM {table}\nWHERE {predicate_col} {predicate_op} {predicate_value}\nGROUP BY {group_col}\nORDER BY support DESC\nLIMIT {top_k};", + "notes": [ + "default_facets=subgroup_distribution_shift", + "template_selection_mode=cli", + "problem_index_within_template=5", + "sql_variant_index=2/2", + "binding_index=16" + ], + "template_selection_mode": "cli", + "selected_template_rank": 2, + "problem_index_within_template": 5, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_fe04d90b5ab85c96.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fe04d90b5ab85c96", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 22400, + "output_tokens": 156, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.55, + "sql_execution_elapsed_ms_total": 2.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fe04d90b5ab85c96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..b22aad0e1b9bbcd2b7709b209341cfef2665668b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T07:41:52.954179+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 10913.55, "started_at": "2026-05-04T07:41:42.023374+00:00", "ended_at": "2026-05-04T07:41:52.936134+00:00", "prompt_metrics": {"chars": 8612, "bytes_utf8": 8612, "lines": 302, "estimated_tokens": 2690}, "response_metrics": {"chars": 434, "bytes_utf8": 434, "lines": 1, "estimated_tokens": 114}, "usage": {"input_tokens": 22779, "cached_input_tokens": 22400, "output_tokens": 156}, "stderr_preview": "2026-05-04T07:41:42.234360Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T07:41:44.802263Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 7.0\\nGROUP BY \\\"y\\\"\\nORDER BY support DESC\\nLIMIT 16;\",\"notes\":\"Used the required Filtered Top-k Group Count template with group_col bound to \\\"y\\\" and predicate_col bound to \\\"X4\\\". CAST(\\\"X4\\\" AS REAL) ensures numeric comparison because the SQLite schema stores feature columns as TEXT.\"}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/usage_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/usage_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..a00407e48da235e418b158a3c67cb1239e9dd3a9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_fe04d90b5ab85c96/usage_summary.json @@ -0,0 +1,20 @@ +{ + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_fe04d90b5ab85c96", + "api_calls": 0, + "input_tokens": 22779, + "cached_input_tokens": 22400, + "output_tokens": 156, + "total_tokens": 22935, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2690, + "estimated_output_tokens": 114, + "estimated_total_tokens": 2804, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 10913.55, + "sql_execution_elapsed_ms_total": 2.68, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_fe04d90b5ab85c96\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/conversation.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/conversation.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..d3a6e9501e65fa6fe03e9f3ccfbfafd02a94a763 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/conversation.jsonl @@ -0,0 +1,2 @@ +{"attempt": 1, "phase": "sql_generation", "role": "user", "content_path": "cli/sql_prompt_attempt_1.txt", "metrics": {"chars": 8540, "bytes_utf8": 8540, "lines": 304, "estimated_tokens": 2681}} +{"attempt": 1, "phase": "sql_generation", "role": "assistant", "content_path": "cli/sql_response_attempt_1.txt", "raw_content_path": "cli/sql_response_attempt_1.raw.txt", "stderr_path": "cli/sql_stderr_attempt_1.txt", "metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/session_summary.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/session_summary.json new file mode 100644 index 0000000000000000000000000000000000000000..34d2e79058f6400e416a6d9c652d7487f0249c4d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/session_summary.json @@ -0,0 +1,25 @@ +{ + "engine": "v2-cli:codex", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "ai_cli_calls": 1, + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ff29d91f598ac663", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14927.3, + "sql_execution_elapsed_ms_total": 2.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ff29d91f598ac663\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_attempt_1.metadata.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_attempt_1.metadata.json new file mode 100644 index 0000000000000000000000000000000000000000..cf762f2e6ee2f97a8022b70f4e8ca82041c7daaa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_attempt_1.metadata.json @@ -0,0 +1,44 @@ +{ + "attempt": 1, + "phase": "sql_generation", + "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", + "started_at": "2026-05-04T08:03:18.084308+00:00", + "ended_at": "2026-05-04T08:03:33.011543+00:00", + "elapsed_ms": 14927.3, + "prompt_metrics": { + "chars": 8540, + "bytes_utf8": 8540, + "lines": 304, + "estimated_tokens": 2681 + }, + "stdout_metrics": { + "chars": 686, + "bytes_utf8": 686, + "lines": 4, + "estimated_tokens": 200 + }, + "stderr_metrics": { + "chars": 23206, + "bytes_utf8": 23206, + "lines": 57, + "estimated_tokens": 13177 + }, + "parsed_output": { + "format": "jsonl_events", + "text_metrics": { + "chars": 367, + "bytes_utf8": 367, + "lines": 1, + "estimated_tokens": 100 + }, + "usage": { + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116 + } + }, + "prompt_path": "cli/sql_prompt_attempt_1.txt", + "response_path": "cli/sql_response_attempt_1.txt", + "raw_response_path": "cli/sql_response_attempt_1.raw.txt", + "stderr_path": "cli/sql_stderr_attempt_1.txt" +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_prompt_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_prompt_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..c78dc4f788a9119abbe1e1023e1637440bd79a09 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_prompt_attempt_1.txt @@ -0,0 +1,304 @@ +You are generating one SQLite SELECT query for a single-table SQL QA task. +Return strict JSON only, with this schema: {"sql": "...", "notes": "..."}. +Rules: +- Use only the provided table and columns. +- Do not write INSERT, UPDATE, DELETE, DROP, ALTER, CREATE, PRAGMA, ATTACH, DETACH, or VACUUM. +- Prefer the planned template and bound roles when provided. +- Add a leading SQL comment exactly like: -- template_id: . +- Generate SQLite-compatible SQL. SQLite does not support PERCENTILE_CONT or STDDEV. +- Quote identifiers with double quotes. +- Return no markdown and no extra prose. + +Dataset context: +Dataset context for SQL QA: +- dataset_id: n6 +- dataset_name: Beed: Bangalore Eeg Epilepsy Dataset +- table_name: n6 +- table_layout: single-table dataset (do not assume joins). +- row_semantics: One row is one tabular observation with 16 feature columns and target `y`. +- task_type: classification +- target_column: y +- main_row_count: 8000 +- important_fields: +- X1: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X1. +- X2: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X2. +- X3: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X3. +- X4: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X4. +- X5: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X5. +- X6: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X6. +- X7: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X7. +- X8: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X8. +- X9: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X9. +- X10: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X10. +- X11: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X11. +- X12: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X12. +- X13: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X13. +- X14: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X14. +- X15: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X15. +- X16: role=feature, type=numeric. tags=['condition_candidate', 'measure', 'high_cardinality_candidate'] desc=Numeric field for X16. +- y: role=target, type=categorical_ordinal_target. ordered=['0', '1', '2', '3'] tags=['subgroup_candidate', 'condition_candidate', 'target_candidate'] desc=Target field for y. +- useful_field_combinations: [['y', 'X1', 'y'], ['X1', 'X2', 'y']] +- fields_requiring_caution: ['y', 'X1', 'X2', 'X3'] +- source_url: https://archive.ics.uci.edu/dataset/1134/beed:+bangalore+eeg+epilepsy+dataset + +SQLite schema snapshot: +{ + "table_name": "n6", + "quoted_table_name": "\"n6\"", + "row_count": 8000, + "columns": [ + { + "name": "X1", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X2", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X3", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X4", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X5", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X6", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X7", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X8", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X9", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X10", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X11", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X12", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X13", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X14", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X15", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "X16", + "type": "TEXT", + "notnull": false, + "pk": false + }, + { + "name": "y", + "type": "TEXT", + "notnull": false, + "pk": false + } + ], + "sample_rows": [ + { + "X1": "4", + "X2": "7", + "X3": "18", + "X4": "25", + "X5": "28", + "X6": "27", + "X7": "20", + "X8": "10", + "X9": "-10", + "X10": "-18", + "X11": "-20", + "X12": "-16", + "X13": "13", + "X14": "32", + "X15": "12", + "X16": "10", + "y": "0" + }, + { + "X1": "87", + "X2": "114", + "X3": "120", + "X4": "106", + "X5": "76", + "X6": "54", + "X7": "28", + "X8": "5", + "X9": "-19", + "X10": "-49", + "X11": "-85", + "X12": "-102", + "X13": "-100", + "X14": "-89", + "X15": "-61", + "X16": "-21", + "y": "0" + }, + { + "X1": "-131", + "X2": "-133", + "X3": "-140", + "X4": "-131", + "X5": "-123", + "X6": "-108", + "X7": "-58", + "X8": "-51", + "X9": "-70", + "X10": "-77", + "X11": "-76", + "X12": "-76", + "X13": "-73", + "X14": "-57", + "X15": "-40", + "X16": "-14", + "y": "0" + }, + { + "X1": "68", + "X2": "104", + "X3": "73", + "X4": "34", + "X5": "-12", + "X6": "-26", + "X7": "-38", + "X8": "-36", + "X9": "-67", + "X10": "-88", + "X11": "-25", + "X12": "31", + "X13": "18", + "X14": "-4", + "X15": "6", + "X16": "-29", + "y": "0" + }, + { + "X1": "-67", + "X2": "-90", + "X3": "-97", + "X4": "-94", + "X5": "-86", + "X6": "-71", + "X7": "-43", + "X8": "-11", + "X9": "23", + "X10": "46", + "X11": "58", + "X12": "50", + "X13": "39", + "X14": "19", + "X15": "-9", + "X16": "-41", + "y": "0" + } + ] +} + +Shortlisted templates: +[ + { + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "primary_family": "conditional_dependency_structure", + "portability": "partial", + "sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "required_roles": [ + "measure_col", + "band_col" + ] + } +] + +Problem instance: +{ + "dataset_id": "n6", + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11.", + "planned_template_id": "tpl_tpch_filtered_sum_band", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "can_vary": [], + "must_fix": [], + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};" +} + +Repair context: +{} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.raw.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.raw.txt new file mode 100644 index 0000000000000000000000000000000000000000..85a28f65c4201bd46cec414bce02619ef9a34450 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.raw.txt @@ -0,0 +1,4 @@ +{"type":"thread.started","thread_id":"019df203-563e-7fb2-838d-b6c077bd1177"} +{"type":"turn.started"} +{"type":"item.completed","item":{"id":"item_0","type":"agent_message","text":"{\"sql\":\"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) BETWEEN -5.0 AND 3.0;\",\"notes\":\"Used the provided template with measure_col bound to \\\"X11\\\" and band_col bound to \\\"X11\\\". Casted TEXT-stored numeric values to REAL for SQLite-compatible numeric filtering and summation.\"}"}} +{"type":"turn.completed","usage":{"input_tokens":22770,"cached_input_tokens":21888,"output_tokens":116}} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..bb6d3247ee8b5457256580145fbf4859d4ce249e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_response_attempt_1.txt @@ -0,0 +1 @@ +{"sql":"-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) BETWEEN -5.0 AND 3.0;","notes":"Used the provided template with measure_col bound to \"X11\" and band_col bound to \"X11\". Casted TEXT-stored numeric values to REAL for SQLite-compatible numeric filtering and summation."} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_stderr_attempt_1.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_stderr_attempt_1.txt new file mode 100644 index 0000000000000000000000000000000000000000..4aa5a6a2406964577ecdf087b188a2e8574285ff --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/cli/sql_stderr_attempt_1.txt @@ -0,0 +1,57 @@ +2026-05-04T08:03:18.263832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell +2026-05-04T08:03:20.661551Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + +2026-05-04T08:03:32.094786Z WARN codex_analytics::client: events failed with status 403 Forbidden: + + + + + +
+ +
+
+ + + diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/final_answer.txt b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/final_answer.txt new file mode 100644 index 0000000000000000000000000000000000000000..321ae70c926bbf22eb61acf1d0e41ebbeeec9e17 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/final_answer.txt @@ -0,0 +1,2 @@ +SQL executed successfully for: Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11. +Result preview: [{"total_measure": -2615.0}] \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/generated_sql.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/generated_sql.sql new file mode 100644 index 0000000000000000000000000000000000000000..00e4809e66c3da4efa24ec7ab904531906ebdffc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/generated_sql.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_ff29d91f598ac663 +-- problem_id: v2p_n6_24719ae5ab3bfbd9 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/query_results.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/query_results.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..34c665b5e055d5e390e4ad0a02a422db10e988d3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/query_results.jsonl @@ -0,0 +1 @@ +{"step_index": 1, "message_index": 0, "node_name": "v2-cli:codex", "tool_name": "sqlite_query", "query": "-- template_id: tpl_tpch_filtered_sum_band\nSELECT SUM(CAST(\"X11\" AS REAL)) AS total_measure\nFROM \"n6\"\nWHERE CAST(\"X11\" AS REAL) BETWEEN -5.0 AND 3.0;", "result": "{\"query\": \"-- template_id: tpl_tpch_filtered_sum_band\\nSELECT SUM(CAST(\\\"X11\\\" AS REAL)) AS total_measure\\nFROM \\\"n6\\\"\\nWHERE CAST(\\\"X11\\\" AS REAL) BETWEEN -5.0 AND 3.0;\", \"columns\": [\"total_measure\"], \"rows\": [{\"total_measure\": -2615.0}], \"row_count_returned\": 1, \"row_limit\": 50, \"truncated\": false, \"elapsed_ms\": 2.56}"} diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/run_manifest.json b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/run_manifest.json new file mode 100644 index 0000000000000000000000000000000000000000..91b22a75dc3f7ba674b94e619a043e08a8166f7c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/run_manifest.json @@ -0,0 +1,93 @@ +{ + "run_id": "v4_cli_20260504_065100_b", + "dataset_id": "n6", + "started_at": "2026-05-04T08:03:18.081174+00:00", + "ended_at": "2026-05-04T08:03:33.049801+00:00", + "status": "completed", + "engine": "cli", + "question_record": { + "query_record_id": "v2q_n6_ff29d91f598ac663", + "problem_id": "v2p_n6_24719ae5ab3bfbd9", + "dataset_id": "n6", + "template_id": "tpl_tpch_filtered_sum_band", + "template_name": "Filtered Sum in Numeric Band", + "family_id": "conditional_dependency_structure", + "canonical_subitem_id": "slice_level_consistency", + "intended_facet_id": "conditional_interaction_hotspots", + "variant_semantic_role": "collapsed_target_view", + "subitem_assignment_source": "planner_selected", + "source_kind": "agent", + "realization_mode": "agent", + "gate_priority": "support", + "extended_family": false, + "question": "Use template Filtered Sum in Numeric Band to probe slice_level_consistency with semantic role collapsed_target_view. Focus on measure_col=X11.", + "bindings": { + "measure_col": "X11", + "band_col": "X11", + "band_cut_1": -5.0, + "band_cut_2": 3.0, + "lower_bound": -5.0, + "upper_bound": 3.0, + "top_k": 15, + "top_n": 6, + "num_tiles": 10, + "percentile_value": 0.9, + "z_threshold": 2.0, + "fraction_threshold": 0.05, + "baseline_multiplier": 1.75, + "baseline_fraction": 0.1, + "min_group_size": 5, + "min_support": 4, + "measure_threshold": 3.0, + "time_grain": "month", + "lookback_rows": 3, + "current_period_start": "'2024-01-01'", + "current_period_end": "'2024-04-01'", + "previous_period_start": "'2023-10-01'", + "previous_period_end": "'2024-01-01'", + "drift_ratio_threshold": 0.8 + }, + "binding_roles": [ + "measure_col", + "band_col" + ], + "coverage_target_min": "5", + "runtime_sql_skeleton": "SELECT SUM({measure_col}) AS total_measure\nFROM {table}\nWHERE {band_col} BETWEEN {lower_bound} AND {upper_bound};", + "notes": [ + "default_facets=conditional_interaction_hotspots", + "template_selection_mode=cli", + "problem_index_within_template=7", + "sql_variant_index=2/2", + "binding_index=90" + ], + "template_selection_mode": "cli", + "selected_template_rank": 8, + "problem_index_within_template": 7, + "sql_variant_index": 2, + "sql_variant_total": 2 + }, + "mode": "subitem_workload_v4", + "sql_source_version": "v4", + "sql_source_label": "v4_current", + "generated_sql_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\sql\\v2q_n6_ff29d91f598ac663.sql", + "usage_summary": { + "dataset_id": "n6", + "model": "v2-cli:codex", + "run_id": "v2q_n6_ff29d91f598ac663", + "api_calls": 0, + "input_tokens": 22770, + "cached_input_tokens": 21888, + "output_tokens": 116, + "total_tokens": 22886, + "cost_usd": 0.0, + "ai_cli_calls": 1, + "estimated_input_tokens": 2681, + "estimated_output_tokens": 100, + "estimated_total_tokens": 2781, + "usage_source": "ai_cli_json_usage", + "cli_elapsed_ms_total": 14927.3, + "sql_execution_elapsed_ms_total": 2.56, + "conversation_log_path": "D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\\logs\\subitem_workload_v4\\runs\\v4_cli_20260504_065100_b\\n6\\artifacts\\v2q_n6_ff29d91f598ac663\\cli\\conversation.jsonl", + "note": "Executed through a local AI CLI with structured usage metadata." + } +} \ No newline at end of file diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/trace.jsonl b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/trace.jsonl new file mode 100644 index 0000000000000000000000000000000000000000..27b03b06e81982f3490e6e1b9d4ce145f55642fe --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/artifacts/v2q_n6_ff29d91f598ac663/trace.jsonl @@ -0,0 +1 @@ +{"timestamp": "2026-05-04T08:03:33.034714+00:00", "event_type": "ai_cli_sql_generation", "engine": "v2-cli:codex", "attempt": 1, "command": "codex exec --disable plugins --sandbox read-only --cd \"D:\\dpan\\Uni\\Project\\HKUNAISS\\SQLagent\" -m gpt-5.4 --json -", "returncode": 0, "elapsed_ms": 14927.3, "started_at": "2026-05-04T08:03:18.084308+00:00", "ended_at": "2026-05-04T08:03:33.011543+00:00", "prompt_metrics": {"chars": 8540, "bytes_utf8": 8540, "lines": 304, "estimated_tokens": 2681}, "response_metrics": {"chars": 367, "bytes_utf8": 367, "lines": 1, "estimated_tokens": 100}, "usage": {"input_tokens": 22770, "cached_input_tokens": 21888, "output_tokens": 116}, "stderr_preview": "2026-05-04T08:03:18.263832Z WARN codex_core::shell_snapshot: Failed to create shell snapshot for powershell: Shell snapshot not supported yet for PowerShell\n2026-05-04T08:03:20.661551Z WARN codex_analytics::client: events failed with status 403 Forbidden: \n \n \n \n = 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_00ce041ddf1552cf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_00ce041ddf1552cf.sql new file mode 100644 index 0000000000000000000000000000000000000000..12e23ae1f95240a3386a2f3dadc39301c4132a48 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_00ce041ddf1552cf.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_00ce041ddf1552cf +-- problem_id: v2p_n6_10dc71226935721b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_037be27a63d1587d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_037be27a63d1587d.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ffa6102b14bfaf9b4261b116c725f385c466e98 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_037be27a63d1587d.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_037be27a63d1587d +-- problem_id: v2p_n6_fd165ea7afe40e2f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X5" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_04721d18ee303b3b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_04721d18ee303b3b.sql new file mode 100644 index 0000000000000000000000000000000000000000..2d5badf3826919a67924c890a497887429194eed --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_04721d18ee303b3b.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_04721d18ee303b3b +-- problem_id: v2p_n6_f44d54bbb4c7a63f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X6" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_050141b67d59de2c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_050141b67d59de2c.sql new file mode 100644 index 0000000000000000000000000000000000000000..47a959316147082376a2dd352eb791d587558670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_050141b67d59de2c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_050141b67d59de2c +-- problem_id: v2p_n6_c3dcecbd7fc9aa1e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0660d74e566356e9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0660d74e566356e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..123c902b581416e162fd9bb0b08bd5b91ae4f938 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0660d74e566356e9.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_0660d74e566356e9 +-- problem_id: v2p_n6_77a72fa5ce79d69f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_06f674ff8c887077.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_06f674ff8c887077.sql new file mode 100644 index 0000000000000000000000000000000000000000..d0d4ed8a2d5d39fe308b94cc13d2ce58aa1461bc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_06f674ff8c887077.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_06f674ff8c887077 +-- problem_id: v2p_n6_f22625a621722eef +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY support DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_09778cae46a5e203.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_09778cae46a5e203.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b9f3c6b1a3e78e49e5f05a1c950649ec9272ae0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_09778cae46a5e203.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_09778cae46a5e203 +-- problem_id: v2p_n6_6e5044b08b7475e7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X3" AS REAL)) AS total_measure +FROM "n6" +WHERE "y" = '2' +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e849c2c20acb9435d6776a7240006da6655bc11 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a3cba3e4489dbc7.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_0a3cba3e4489dbc7 +-- problem_id: v2p_n6_630201cd641bafec +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT + CAST("X14" AS REAL) AS "X14", + NTILE(10) OVER (ORDER BY CAST("X14" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X14" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X14" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a61ccd00cd952c4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a61ccd00cd952c4.sql new file mode 100644 index 0000000000000000000000000000000000000000..63fe47b8fb5eb8228636c0be63bd008a44b50138 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0a61ccd00cd952c4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_0a61ccd00cd952c4 +-- problem_id: v2p_n6_36e886c6ac1a3de4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e5262ad90a3a528acf6a1417fc465dcc6c52f28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0b69b6322a3db1c6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_0b69b6322a3db1c6 +-- problem_id: v2p_n6_d44f122ef0069d1a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0d6f970490434f6c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0d6f970490434f6c.sql new file mode 100644 index 0000000000000000000000000000000000000000..37854e2101e8914b86406bcf9543f13540a61951 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0d6f970490434f6c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_0d6f970490434f6c +-- problem_id: v2p_n6_009a4b6debc31a1a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0dbd89e492058dae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0dbd89e492058dae.sql new file mode 100644 index 0000000000000000000000000000000000000000..237a857ac8297cdace0b4ec581895a13b0bf6875 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0dbd89e492058dae.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0dbd89e492058dae +-- problem_id: v2p_n6_ef43f855aa4ecae2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X1" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X1" IS NOT NULL +) +SELECT + "y", + MAX(CASE + WHEN "rn" = CAST(((9 * "cnt") + 9) / 10 AS INTEGER) + THEN "measure_value" + END) AS "percentile_measure" +FROM "ranked" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql new file mode 100644 index 0000000000000000000000000000000000000000..06b80506c5e9febb171b5b12debc4d7775430c05 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fa7eb7a4c556c4a.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_0fa7eb7a4c556c4a +-- problem_id: v2p_n6_f1f62620c0246cfd +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "X3_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X3" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL AND "X3" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "X3_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "X3_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fd5f33ecc7fa551.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fd5f33ecc7fa551.sql new file mode 100644 index 0000000000000000000000000000000000000000..0df92003e868e23ae15d1097d8be3ca6b74bf1c8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0fd5f33ecc7fa551.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_0fd5f33ecc7fa551 +-- problem_id: v2p_n6_c185daa5e941d2f7 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X15" AS REAL) AS "X15", + ROW_NUMBER() OVER (ORDER BY CAST("X15" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X11" AS REAL) >= 5.0 +) +SELECT AVG("X15") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0ff323131b743d28.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0ff323131b743d28.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6abc67a702232000f943993435a65b5150e9d4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_0ff323131b743d28.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_0ff323131b743d28 +-- problem_id: v2p_n6_f30c87b6bee3725e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_10b66fd8f70f96d8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_10b66fd8f70f96d8.sql new file mode 100644 index 0000000000000000000000000000000000000000..c168c6e1c4575284acfb4206c0bc7d9046657b8a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_10b66fd8f70f96d8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_10b66fd8f70f96d8 +-- problem_id: v2p_n6_33b4ae07107d930b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_13357768b729835a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_13357768b729835a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0437eb04f3a421d680f936fee0c44dfb296b8967 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_13357768b729835a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_13357768b729835a +-- problem_id: v2p_n6_fe336a0f52dbdb6e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_139ab50dc6c7e77e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_139ab50dc6c7e77e.sql new file mode 100644 index 0000000000000000000000000000000000000000..f4bc54ef40a89ba1722087eaf235b5c37bb5c25d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_139ab50dc6c7e77e.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_139ab50dc6c7e77e +-- problem_id: v2p_n6_bf4d4b5da771d3ff +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X15" AS REAL) AS "X15", + ROW_NUMBER() OVER (ORDER BY CAST("X15" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X15" AS REAL) >= 5.0 +) +SELECT AVG("X15") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_14125ea30573e25e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_14125ea30573e25e.sql new file mode 100644 index 0000000000000000000000000000000000000000..3428d3a658d74357035aff84c194cd5b86ea1e5b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_14125ea30573e25e.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_14125ea30573e25e +-- problem_id: v2p_n6_6227afcd916ae215 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) BETWEEN -4.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1473821ddebec946.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1473821ddebec946.sql new file mode 100644 index 0000000000000000000000000000000000000000..667a0c16ef65171d2a7f5045d28c2aa63bbd6d58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1473821ddebec946.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1473821ddebec946 +-- problem_id: v2p_n6_a6f26fdf44729d00 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_15584bad78762b05.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_15584bad78762b05.sql new file mode 100644 index 0000000000000000000000000000000000000000..c2d23b61fbe632ae8e84d57706a39d6e96649efa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_15584bad78762b05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_15584bad78762b05 +-- problem_id: v2p_n6_80208cbe85a4f055 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19423e17aea2795b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19423e17aea2795b.sql new file mode 100644 index 0000000000000000000000000000000000000000..ee904ec82658dd98cc7e79ef2cc5df143d7e65de --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19423e17aea2795b.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_19423e17aea2795b +-- problem_id: v2p_n6_a8cb3a128bd0b918 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X5" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X5" IS NOT NULL AND TRIM("X5") <> '' AND "y" IS NOT NULL +), +"target" AS ( + SELECT + "y", + "measure", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + MIN("measure") AS "percentile_measure" +FROM "target" +WHERE "rn" >= "target_rn" +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1987b391b6afd895.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1987b391b6afd895.sql new file mode 100644 index 0000000000000000000000000000000000000000..8b6c554f49501f74dcef1d2d05a6631a2e2c5f91 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1987b391b6afd895.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_1987b391b6afd895 +-- problem_id: v2p_n6_c8ffb3caac39e6be +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19fb6115ad992d29.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19fb6115ad992d29.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ef3d8f4abc23b7334581c55dfdb28d892a8f4af --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_19fb6115ad992d29.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_19fb6115ad992d29 +-- problem_id: v2p_n6_8edc8e54e5b312f2 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X10" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a1309caeaf1e3f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a1309caeaf1e3f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..12f9f794a5a0cc90edf97fd2b2fcccf58f611866 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a1309caeaf1e3f5.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_1a1309caeaf1e3f5 +-- problem_id: v2p_n6_1bac4887747bd14f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql new file mode 100644 index 0000000000000000000000000000000000000000..7394b99126be0cbcc2859612d96e6221ff349670 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1a7c73d2ce5c987a.sql @@ -0,0 +1,58 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_1a7c73d2ce5c987a +-- problem_id: v2p_n6_15a1dabeb82b076c +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X6" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X6" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "y", + "measure_value", + (("cnt" - 1) * 0.95) + 1 AS "target_pos", + CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) AS "lower_rn", + CASE + WHEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) = (("cnt" - 1) * 0.95) + 1 THEN CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + ELSE CAST((("cnt" - 1) * 0.95) + 1 AS INTEGER) + 1 + END AS "upper_rn" + FROM "ranked" +), +"bounds" AS ( + SELECT + "y", + MAX(CASE WHEN "rn" = "lower_rn" THEN "measure_value" END) AS "lower_value", + MAX(CASE WHEN "rn" = "upper_rn" THEN "measure_value" END) AS "upper_value", + MAX("target_pos") AS "target_pos", + MAX("lower_rn") AS "lower_rn", + MAX("upper_rn") AS "upper_rn" + FROM ( + SELECT p."y", r."rn", r."measure_value", p."target_pos", p."lower_rn", p."upper_rn" + FROM "percentile_points" AS p + JOIN "ranked" AS r + ON r."y" = p."y" + ) + GROUP BY "y" +) +SELECT + "y", + CASE + WHEN "lower_rn" = "upper_rn" THEN "lower_value" + ELSE "lower_value" + (("target_pos" - "lower_rn") * ("upper_value" - "lower_value")) + END AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac0d4a35cabff1ac1f8227ef128265382717b396 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1c78b9a6a3cbd4f9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1c78b9a6a3cbd4f9 +-- problem_id: v2p_n6_96f9cd43a8d77a43 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql new file mode 100644 index 0000000000000000000000000000000000000000..35d750f96e61ebb40cc4600e247620ee11048a5d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1dd18dac4cfc112d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_1dd18dac4cfc112d +-- problem_id: v2p_n6_29225d9f0879dd9f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1def71ffabdac87e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1def71ffabdac87e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c431f2db3916fc2835fc8558e7d403b7c96573c0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_1def71ffabdac87e.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_1def71ffabdac87e +-- problem_id: v2p_n6_f1b3e16bad124fc6 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X14" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (ORDER BY CAST("X14" AS REAL)) AS "row_num", + COUNT(*) OVER () AS "total_rows" + FROM "n6" + WHERE CAST("X10" AS REAL) >= 8.0 +) +SELECT AVG("measure_col") AS "median_measure" +FROM ranked +WHERE "row_num" BETWEEN ("total_rows" + 1) / 2 AND ("total_rows" + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_221d0a79d0a94de7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_221d0a79d0a94de7.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac5b508230ed1374ec9a39b4bf11228748ddc41f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_221d0a79d0a94de7.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_221d0a79d0a94de7 +-- problem_id: v2p_n6_963838e47433f19f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) BETWEEN -5.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_248071d4c0499fcb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_248071d4c0499fcb.sql new file mode 100644 index 0000000000000000000000000000000000000000..a1a27c112b0bce320e8bac1c60d5ae0fe8635854 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_248071d4c0499fcb.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_248071d4c0499fcb +-- problem_id: v2p_n6_3f2251c7376ce223 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_24ca10128af73938.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_24ca10128af73938.sql new file mode 100644 index 0000000000000000000000000000000000000000..a94d60c2e04db69809bd938e5ff7fbd6ad949a03 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_24ca10128af73938.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_24ca10128af73938 +-- problem_id: v2p_n6_7277d35378bc0da8 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql new file mode 100644 index 0000000000000000000000000000000000000000..56401dfb8dd9b8d71d60d2fb180d059f12307700 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_26d4aaf802cf4cb5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_26d4aaf802cf4cb5 +-- problem_id: v2p_n6_1c0767e50d8d1d75 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_271e24df34be7b8a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_271e24df34be7b8a.sql new file mode 100644 index 0000000000000000000000000000000000000000..200dec721d8773ece2c49073118ae45b8358121e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_271e24df34be7b8a.sql @@ -0,0 +1,25 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: count_distribution +-- template_id: tpl_cardinality_support_rank_profile +-- query_record_id: v2q_n6_271e24df34be7b8a +-- problem_id: v2p_n6_b187c62c57ad8b15 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +) +SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + ROW_NUMBER() OVER (ORDER BY support DESC, value_label) AS support_rank +FROM grouped +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29bac650379eecf6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29bac650379eecf6.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e88d28f4a88634fd364df0cfd8a800c70837316 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29bac650379eecf6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_29bac650379eecf6 +-- problem_id: v2p_n6_d9c84a11a4c822e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29f02a48a2f38c6f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29f02a48a2f38c6f.sql new file mode 100644 index 0000000000000000000000000000000000000000..2baae0cd1a5c4c130342af8bf401faa9b746b5d1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_29f02a48a2f38c6f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_29f02a48a2f38c6f +-- problem_id: v2p_n6_7d0b067ca5894883 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X16" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2c381aabb749526e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2c381aabb749526e.sql new file mode 100644 index 0000000000000000000000000000000000000000..c02f6b42a34928a2399098570db571b0032b7484 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2c381aabb749526e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_2c381aabb749526e +-- problem_id: v2p_n6_e51b84cc0a13aafe +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE "y" = '0' +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2d14f3865e02bbbb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2d14f3865e02bbbb.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9f05d9c0328e0ff32563d4e75c504023314bf06 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_2d14f3865e02bbbb.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_2d14f3865e02bbbb +-- problem_id: v2p_n6_9403b3b1626d9150 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X11" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_315998ce186533ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_315998ce186533ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..b07b5013d450489ef6b2be35f60acc4297d759f1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_315998ce186533ef.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_315998ce186533ef +-- problem_id: v2p_n6_82dda1d51c271b48 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + "r"."y", + "r"."measure_value" AS "percentile_measure" +FROM "ranked" AS "r" +JOIN "percentile_pos" AS "p" + ON "r"."y" = "p"."y" + AND "r"."rn" = "p"."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_33db1b5144fa30de.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_33db1b5144fa30de.sql new file mode 100644 index 0000000000000000000000000000000000000000..ba7899c82eb1f043a4ba27410ea7987f942a7c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_33db1b5144fa30de.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_33db1b5144fa30de +-- problem_id: v2p_n6_a6ab4dcbe9f19f80 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql new file mode 100644 index 0000000000000000000000000000000000000000..96eb317ffdc55e668805f8d8edfa2d27be51d6b5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_34f8d22bb09ec319.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_34f8d22bb09ec319 +-- problem_id: v2p_n6_53480ceb60c268a2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3759def69450c200.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3759def69450c200.sql new file mode 100644 index 0000000000000000000000000000000000000000..d1972a9e6af9f2450da560f9f58a0c4a1899f971 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3759def69450c200.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_3759def69450c200 +-- problem_id: v2p_n6_6e02c0f802db5fa5 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X3" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X3" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X3" IS NOT NULL +), +"percentile_pick" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn", + "rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "percentile_pick" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_37ee741481111da9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_37ee741481111da9.sql new file mode 100644 index 0000000000000000000000000000000000000000..9df6929e1ff960615eafebd74038be82490ebb70 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_37ee741481111da9.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_37ee741481111da9 +-- problem_id: v2p_n6_ac58bada9ceb5eb5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3ac1854e93c706a5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3ac1854e93c706a5.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1bb44c79fc79705b80022717e2c350cebe6eb47 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3ac1854e93c706a5.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_3ac1854e93c706a5 +-- problem_id: v2p_n6_170dc77a3a1bbec4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3c38507338772e9a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3c38507338772e9a.sql new file mode 100644 index 0000000000000000000000000000000000000000..03c156158d802669647544d5f1408cd3e89324f0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3c38507338772e9a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_3c38507338772e9a +-- problem_id: v2p_n6_720369316d2c6f31 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d04474f1a121820.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d04474f1a121820.sql new file mode 100644 index 0000000000000000000000000000000000000000..0b4c6bc06f85dfccf11544fad7b5bf443450d5cc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d04474f1a121820.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_3d04474f1a121820 +-- problem_id: v2p_n6_37f0e85b410e5fc5 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c0d04b75de3949b3efb29aa90a3162ad520d00b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d2fdf9e0062bf51.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_3d2fdf9e0062bf51 +-- problem_id: v2p_n6_7f114539ab0f1670 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d3dfb66a70357a0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d3dfb66a70357a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..7ba5293a57aeee564038667d8d609b9bcbf70445 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3d3dfb66a70357a0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_3d3dfb66a70357a0 +-- problem_id: v2p_n6_fc45aea0196b657a +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3dd42c8e8d197f52.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3dd42c8e8d197f52.sql new file mode 100644 index 0000000000000000000000000000000000000000..a99ccc08cac749c67f065ffdf8f86f6a57b95be3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_3dd42c8e8d197f52.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_3dd42c8e8d197f52 +-- problem_id: v2p_n6_acb744d3e3cdfa9f +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X13" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_405e1b81fd4b8c63.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_405e1b81fd4b8c63.sql new file mode 100644 index 0000000000000000000000000000000000000000..6e7df7ed2e3fb46c67602826ca81eb1f1c5e007f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_405e1b81fd4b8c63.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_405e1b81fd4b8c63 +-- problem_id: v2p_n6_cf0f21235629d828 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X9" AS REAL) AS "X9", + ROW_NUMBER() OVER (ORDER BY CAST("X9" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X9" AS REAL) >= 8.0 +) +SELECT AVG("X9") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_42bd988e771b1e9f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_42bd988e771b1e9f.sql new file mode 100644 index 0000000000000000000000000000000000000000..fac66b4adb0fdf6cfc9de3c8e4fb44adf7f572ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_42bd988e771b1e9f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_42bd988e771b1e9f +-- problem_id: v2p_n6_4a3694a6c2ff8ff4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) >= 6.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_438f6efef0616559.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_438f6efef0616559.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a8417e889dd773c0dd70916181fcc7c376524db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_438f6efef0616559.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_438f6efef0616559 +-- problem_id: v2p_n6_670e3127ac5c8988 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X7" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_453c9964d93f2632.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_453c9964d93f2632.sql new file mode 100644 index 0000000000000000000000000000000000000000..ec4be91d2ffd0201782eb4c69a85ccb62f7cfbda --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_453c9964d93f2632.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_453c9964d93f2632 +-- problem_id: v2p_n6_db8f4c6bf6cbb8aa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X15" AS REAL) <= 5.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_47d71fa4b07cede1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_47d71fa4b07cede1.sql new file mode 100644 index 0000000000000000000000000000000000000000..a3b59c05d0dd6319ae55972d6f41db25e27bc198 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_47d71fa4b07cede1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_47d71fa4b07cede1 +-- problem_id: v2p_n6_2c7eb24e5f3d0679 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_485751da6196c8fe.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_485751da6196c8fe.sql new file mode 100644 index 0000000000000000000000000000000000000000..95b4417c2b623de979cc148ac818a97f375f4fdb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_485751da6196c8fe.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_485751da6196c8fe +-- problem_id: v2p_n6_69974604f5c61123 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X5" AS REAL)) > 10.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4885bdec49334963.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4885bdec49334963.sql new file mode 100644 index 0000000000000000000000000000000000000000..7eb644a2c3778c64a831ef35f715c841983be2e7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4885bdec49334963.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_4885bdec49334963 +-- problem_id: v2p_n6_c13a9805c969b1cf +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X11" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4911127137d7117a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4911127137d7117a.sql new file mode 100644 index 0000000000000000000000000000000000000000..315fb6da2c01deb5d726709a3032266d5377ccbc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4911127137d7117a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4911127137d7117a +-- problem_id: v2p_n6_1a4e119ed2cae651 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 8.0 +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4b455cc59ed34285.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4b455cc59ed34285.sql new file mode 100644 index 0000000000000000000000000000000000000000..bc947a3076bca643ab3c6ccf1df150a2a25394ac --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4b455cc59ed34285.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_4b455cc59ed34285 +-- problem_id: v2p_n6_9eab90a825021a71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4d6230893aae8890.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4d6230893aae8890.sql new file mode 100644 index 0000000000000000000000000000000000000000..3f4ba55a098ce95e6d0840c48453a62c8438b7ee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4d6230893aae8890.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_4d6230893aae8890 +-- problem_id: v2p_n6_c8e36e958092a727 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql new file mode 100644 index 0000000000000000000000000000000000000000..9c6e759d5bfdf47d702f524db33eba8be31923e3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4e96ffdf4643d7ef.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_4e96ffdf4643d7ef +-- problem_id: v2p_n6_4076fb03ad89d1f4 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X2", + NTILE(10) OVER (ORDER BY CAST("X2" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X2" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X2" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4fcd69c9874b271f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4fcd69c9874b271f.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd16da09f26ad8ed76b4b2f2c9f813a41d0e61e9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_4fcd69c9874b271f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_4fcd69c9874b271f +-- problem_id: v2p_n6_9c121c8c2d301cb1 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5080ac3713ca9e54.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5080ac3713ca9e54.sql new file mode 100644 index 0000000000000000000000000000000000000000..c0960e2a1700f0730814ec120afe2ecac6261ef9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5080ac3713ca9e54.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5080ac3713ca9e54 +-- problem_id: v2p_n6_e08186cf7cd45407 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_50d618b3e6f556f9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_50d618b3e6f556f9.sql new file mode 100644 index 0000000000000000000000000000000000000000..03909c58eb6ee8387a0cf7b2b62c9131bc218535 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_50d618b3e6f556f9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_50d618b3e6f556f9 +-- problem_id: v2p_n6_e440d77a79d62c1f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X8" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_512361a99b0eaedb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_512361a99b0eaedb.sql new file mode 100644 index 0000000000000000000000000000000000000000..4a99a25c2bf68fe6c9cb02a080d036fc5de83f51 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_512361a99b0eaedb.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_512361a99b0eaedb +-- problem_id: v2p_n6_2b3af6beea9d22a5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51da82591dd69f7b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51da82591dd69f7b.sql new file mode 100644 index 0000000000000000000000000000000000000000..91ed5e72c5f7b0fa4504dbe1d22006a9481787c7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51da82591dd69f7b.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_51da82591dd69f7b +-- problem_id: v2p_n6_782aafe3732e977b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X13" AS REAL) AS "X13", + ROW_NUMBER() OVER (ORDER BY CAST("X13" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X13" AS REAL) >= 10.0 +) +SELECT AVG("X13") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51e0364a35be6362.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51e0364a35be6362.sql new file mode 100644 index 0000000000000000000000000000000000000000..e609e5a0f3eba7eaa89ad9dbb5b9e8a2ae48cf66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_51e0364a35be6362.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_51e0364a35be6362 +-- problem_id: v2p_n6_546755205818ce65 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_522bf7494a606736.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_522bf7494a606736.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b8400ff9827978f5b63b67ead9dd59b57a7d4ad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_522bf7494a606736.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_522bf7494a606736 +-- problem_id: v2p_n6_17e9153c3d85607b +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X9" AS REAL) AS "X9", + ROW_NUMBER() OVER (ORDER BY CAST("X9" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X5" AS REAL) >= 10.0 +) +SELECT AVG("X9") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_52ac079656856c42.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_52ac079656856c42.sql new file mode 100644 index 0000000000000000000000000000000000000000..9f84149d7d64bb0fffc226273667e8bdf6a1ef22 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_52ac079656856c42.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_52ac079656856c42 +-- problem_id: v2p_n6_31405abba8d86ad5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_551a0d7f8f81c042.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_551a0d7f8f81c042.sql new file mode 100644 index 0000000000000000000000000000000000000000..d3b63cfb2c1d5f67999354373577795d75b24c90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_551a0d7f8f81c042.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_551a0d7f8f81c042 +-- problem_id: v2p_n6_8c5a3d86d382d259 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql new file mode 100644 index 0000000000000000000000000000000000000000..7bced7f5d7acf7de51a280b314a717ec60e2d2da --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_55ad85dfd0f23d1f.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_55ad85dfd0f23d1f +-- problem_id: v2p_n6_652a944ca3dae93e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_58bde969ed23f314.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_58bde969ed23f314.sql new file mode 100644 index 0000000000000000000000000000000000000000..df87e2b6ffa21101f96c2b8f2ad265c96f5daa01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_58bde969ed23f314.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_58bde969ed23f314 +-- problem_id: v2p_n6_852e9a386246e10b +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_59a0e55030bc970c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_59a0e55030bc970c.sql new file mode 100644 index 0000000000000000000000000000000000000000..bf208436559d5f5df866f6a66ede25abdb603fcb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_59a0e55030bc970c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_59a0e55030bc970c +-- problem_id: v2p_n6_9cc938770c87d263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql new file mode 100644 index 0000000000000000000000000000000000000000..322eaf74b856e98ba84093ed4913044e15d75ac3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5a9e1e8f5895319a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_5a9e1e8f5895319a +-- problem_id: v2p_n6_de5e02383df6393e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5d010ab96afe7095.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5d010ab96afe7095.sql new file mode 100644 index 0000000000000000000000000000000000000000..7d602761586e2f571663dce00ed3044dc013a7fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5d010ab96afe7095.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_5d010ab96afe7095 +-- problem_id: v2p_n6_616fd4947eb6e267 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X10" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5da75758acfdd3f2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5da75758acfdd3f2.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbb898ee73fb2713a93713cc76c83f3f14fc3bd9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_5da75758acfdd3f2.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_5da75758acfdd3f2 +-- problem_id: v2p_n6_875b0515f929a33d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X16" AS REAL) >= 4.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_60098693781f292f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_60098693781f292f.sql new file mode 100644 index 0000000000000000000000000000000000000000..c5f5a82c19856a4d5ab3ab577b8679c3e5d2ea8e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_60098693781f292f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_60098693781f292f +-- problem_id: v2p_n6_1b3e43fbe7275ba8 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X10" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_61a4f47df2bd81fb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_61a4f47df2bd81fb.sql new file mode 100644 index 0000000000000000000000000000000000000000..a55d95f784b82df80df9cc9c260b1547f930586b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_61a4f47df2bd81fb.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_61a4f47df2bd81fb +-- problem_id: v2p_n6_f74263c45c99dbff +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X12" AS REAL) BETWEEN -7.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_620d223b90735cee.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_620d223b90735cee.sql new file mode 100644 index 0000000000000000000000000000000000000000..70c51ec6e0f74dd863ea9eae76610d98787d88a6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_620d223b90735cee.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_620d223b90735cee +-- problem_id: v2p_n6_d5d3db222db99b2f +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X15", + NTILE(10) OVER (ORDER BY CAST("X15" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X15" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X15" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63195887f4c62440.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63195887f4c62440.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd11ed318e218635bc5ebb2c01f370bfccce01b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63195887f4c62440.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_63195887f4c62440 +-- problem_id: v2p_n6_69fba90239fc7fea +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63bc9e0de3dda5f5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63bc9e0de3dda5f5.sql new file mode 100644 index 0000000000000000000000000000000000000000..97a08a3b8699d106a885b9800c694de72a5173df --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_63bc9e0de3dda5f5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_63bc9e0de3dda5f5 +-- problem_id: v2p_n6_12e8f6dd29e0560e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_655fa0fd6238b4e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_655fa0fd6238b4e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..b43d605bf6a45a21e21f477d04105780628859f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_655fa0fd6238b4e0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_655fa0fd6238b4e0 +-- problem_id: v2p_n6_4116879e4d80dd9c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_67608dc072ea2cdc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_67608dc072ea2cdc.sql new file mode 100644 index 0000000000000000000000000000000000000000..618641f3d45c31f473cf92493938f110842d2c71 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_67608dc072ea2cdc.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_67608dc072ea2cdc +-- problem_id: v2p_n6_431405b6b89213b3 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X1" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X1" AS REAL) < 4.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X1" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql new file mode 100644 index 0000000000000000000000000000000000000000..bb27fe699c83b6d78f42fd1ee40092a3603e586d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_676818b2dfdbed0a.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_676818b2dfdbed0a +-- problem_id: v2p_n6_2049c70ccd9e04e6 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_685a86ac9f95500e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_685a86ac9f95500e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a8d1b0c363b1e09dadef16ead9c74fb9adc5f61e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_685a86ac9f95500e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_685a86ac9f95500e +-- problem_id: v2p_n6_b7b94b4a6a5e138d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_69d7b8e6780fdd41.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_69d7b8e6780fdd41.sql new file mode 100644 index 0000000000000000000000000000000000000000..f608ed83afd2564f4f324c5c155dd7c23ad9aa4f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_69d7b8e6780fdd41.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_69d7b8e6780fdd41 +-- problem_id: v2p_n6_ec550fa7d06a1c31 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6a618233fa933839.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6a618233fa933839.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ceb806935cb57501f040412c665fc09ff27383c --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6a618233fa933839.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_6a618233fa933839 +-- problem_id: v2p_n6_bfbbf7fbda9b1a91 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cd178ecf0c385c2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cd178ecf0c385c2.sql new file mode 100644 index 0000000000000000000000000000000000000000..18c1847f7fe87e098ea08f98eda9c9ce2b852395 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cd178ecf0c385c2.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_6cd178ecf0c385c2 +-- problem_id: v2p_n6_fbc0acffe1874c71 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X6" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cff6832ac77a124.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cff6832ac77a124.sql new file mode 100644 index 0000000000000000000000000000000000000000..dbfe830293b68248a0d191f90ac905ea3aaa5184 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6cff6832ac77a124.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_6cff6832ac77a124 +-- problem_id: v2p_n6_c77747b270f3f2f2 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X3" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X3" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X3" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6d5200b4602a804c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6d5200b4602a804c.sql new file mode 100644 index 0000000000000000000000000000000000000000..2e7651e7f55e654822452195897cdbfec79fd00e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6d5200b4602a804c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6d5200b4602a804c +-- problem_id: v2p_n6_7149b8186d18defa +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6daf81999aeabd1f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6daf81999aeabd1f.sql new file mode 100644 index 0000000000000000000000000000000000000000..db643d28d4517393724e8559670e5efe238eb033 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6daf81999aeabd1f.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_6daf81999aeabd1f +-- problem_id: v2p_n6_60b98eaa7444bdc0 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X10" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6e590b56306e45ff.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6e590b56306e45ff.sql new file mode 100644 index 0000000000000000000000000000000000000000..1ef7bb2b7b3bc0255c03e730cf2309ffb28d9566 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6e590b56306e45ff.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_6e590b56306e45ff +-- problem_id: v2p_n6_0108af1d666e9ffa +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X6" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6eb2295f059c7813.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6eb2295f059c7813.sql new file mode 100644 index 0000000000000000000000000000000000000000..f575cb7c7ee14bb04d122c0405ae6c9550f7d228 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6eb2295f059c7813.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6eb2295f059c7813 +-- problem_id: v2p_n6_1401d8fa389c95dd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql new file mode 100644 index 0000000000000000000000000000000000000000..79dadcf06fbb1339b1e1cd1f0d0ac07540b9615f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_6ebc3dad2f8e8a38.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_6ebc3dad2f8e8a38 +-- problem_id: v2p_n6_6a2a354de93466b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_70b13b1a72c0e459.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_70b13b1a72c0e459.sql new file mode 100644 index 0000000000000000000000000000000000000000..503380da2708d20b9b2ed05f3b1d6665c219592a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_70b13b1a72c0e459.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_70b13b1a72c0e459 +-- problem_id: v2p_n6_84d5f594114a645b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X9" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_71b3b23e5b0e2347.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_71b3b23e5b0e2347.sql new file mode 100644 index 0000000000000000000000000000000000000000..3d2f3ef9bb58ef570884f9dfb8da51128b4adde9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_71b3b23e5b0e2347.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_71b3b23e5b0e2347 +-- problem_id: v2p_n6_103838285928fa5f +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) BETWEEN -4.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_721361de598cb53b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_721361de598cb53b.sql new file mode 100644 index 0000000000000000000000000000000000000000..0213e86f976e22555e40db11392abcfe1a470e40 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_721361de598cb53b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_721361de598cb53b +-- problem_id: v2p_n6_2e53a679658496fd +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_723fecb198a659ae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_723fecb198a659ae.sql new file mode 100644 index 0000000000000000000000000000000000000000..8bc80fca7bcacdca379973a7baa6d377776d28b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_723fecb198a659ae.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_723fecb198a659ae +-- problem_id: v2p_n6_14942400c56e4a96 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) BETWEEN -7.0 AND 6.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_727cdefc8290b803.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_727cdefc8290b803.sql new file mode 100644 index 0000000000000000000000000000000000000000..365451bfb17b499d16dee62271029ece347ca59d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_727cdefc8290b803.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_727cdefc8290b803 +-- problem_id: v2p_n6_02f0f63b905da90a +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_74ea3faf0f5cd348.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_74ea3faf0f5cd348.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f6645d64a079605a76641ccaf3381f197708f28 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_74ea3faf0f5cd348.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_74ea3faf0f5cd348 +-- problem_id: v2p_n6_2ff81d56b7dc402c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X1" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75391b67238db68e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75391b67238db68e.sql new file mode 100644 index 0000000000000000000000000000000000000000..dd9b78a4401c582d96c35a7782366bc49a7fdefb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75391b67238db68e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_75391b67238db68e +-- problem_id: v2p_n6_0e9ebd2325761a7e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X2" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_753e4176321e8d4d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_753e4176321e8d4d.sql new file mode 100644 index 0000000000000000000000000000000000000000..15965012bbd21fa78bbf70cdfdd45b6d7d492ec3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_753e4176321e8d4d.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_753e4176321e8d4d +-- problem_id: v2p_n6_617c7c5be3eb43a5 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X10" AS REAL) AS "X10", + ROW_NUMBER() OVER (ORDER BY CAST("X10" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X6" AS REAL) >= 8.0 +) +SELECT AVG("X10") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75c918808c9fa855.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75c918808c9fa855.sql new file mode 100644 index 0000000000000000000000000000000000000000..2b6dfd1e56eba13483f1e373c326bad4283e4d19 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_75c918808c9fa855.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_75c918808c9fa855 +-- problem_id: v2p_n6_7a07a2c0a3e9c426 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X3" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X3" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X3" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_767e32f2ed3268af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_767e32f2ed3268af.sql new file mode 100644 index 0000000000000000000000000000000000000000..fe5ae15c019f7034ae8cd9c83a00f64f56a38a72 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_767e32f2ed3268af.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_767e32f2ed3268af +-- problem_id: v2p_n6_761578a825a935b9 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X4" AS REAL) < -7.0 THEN 'low' + WHEN CAST("X4" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X4" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql new file mode 100644 index 0000000000000000000000000000000000000000..f6fc7313feea028f6aed4ef4b5504be7e952fe66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_76dd6cbf926ac13c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_76dd6cbf926ac13c +-- problem_id: v2p_n6_26e07141fc9e8f32 +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X13" AS REAL) AS "X13", + NTILE(10) OVER (ORDER BY CAST("X13" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X13" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X13" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7850be10d764a808.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7850be10d764a808.sql new file mode 100644 index 0000000000000000000000000000000000000000..ca8dc27ac91be3c2768742019191bdc626c13e9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7850be10d764a808.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_7850be10d764a808 +-- problem_id: v2p_n6_6a1966558179a2dd +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT "X16", + NTILE(10) OVER (ORDER BY CAST("X16" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X16" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY CAST("X16" AS REAL) DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_794c56f03c3b483a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_794c56f03c3b483a.sql new file mode 100644 index 0000000000000000000000000000000000000000..62ce550e6adfcf93527748a10e4c567b942d6896 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_794c56f03c3b483a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_794c56f03c3b483a +-- problem_id: v2p_n6_0ed3d1899d99376c +-- realization_mode: agent +-- source_kind: agent +WITH "buckets" AS ( + SELECT CAST("X4" AS REAL) AS "X4", + NTILE(10) OVER (ORDER BY CAST("X4" AS REAL) DESC) AS "tail_bucket" + FROM "n6" +) +SELECT "X4" +FROM "buckets" +WHERE "tail_bucket" = 1 +ORDER BY "X4" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..121a4da780c241fa51c7ab962cf4be121fc0dddf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7a3926cdf2d7ab4b.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7a3926cdf2d7ab4b +-- problem_id: v2p_n6_3f2822dffce68c87 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql new file mode 100644 index 0000000000000000000000000000000000000000..1f39d44b88508b0dea77dd64e0e2cc705c5bff31 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7d1cdd22a03c86bf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7d1cdd22a03c86bf +-- problem_id: v2p_n6_56ea65538b8bd243 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7e9746d9c162f67b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7e9746d9c162f67b.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e1d3eb5976752b57bad3d82d195e8ef2662693d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7e9746d9c162f67b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_7e9746d9c162f67b +-- problem_id: v2p_n6_f8788735340b0b71 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql new file mode 100644 index 0000000000000000000000000000000000000000..dc1376737c695c812346717fac60fc9de5b3e8c2 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_7f1d3aa0d211a2dd.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_7f1d3aa0d211a2dd +-- problem_id: v2p_n6_7251e96541608e1c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_80f294d6d4b98030.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_80f294d6d4b98030.sql new file mode 100644 index 0000000000000000000000000000000000000000..c00478ecbaa04a5603a6b4878b7c8780a7663f24 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_80f294d6d4b98030.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_80f294d6d4b98030 +-- problem_id: v2p_n6_92d8244485286887 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82ee6fe2d90c1b4b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82ee6fe2d90c1b4b.sql new file mode 100644 index 0000000000000000000000000000000000000000..b7d4b61a79a696121b94d586c018d811e5f6dbbb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82ee6fe2d90c1b4b.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_82ee6fe2d90c1b4b +-- problem_id: v2p_n6_92deaf7044677530 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) BETWEEN -7.0 AND 6.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82fe81361c6da5d1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82fe81361c6da5d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..ac47a12fab8406e7290778de6c8a121936774f07 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_82fe81361c6da5d1.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_82fe81361c6da5d1 +-- problem_id: v2p_n6_bf7c070d169ec656 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_84a53881fb1f2964.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_84a53881fb1f2964.sql new file mode 100644 index 0000000000000000000000000000000000000000..a92a0305416816966b2d0f7ab2e1042e754bbf12 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_84a53881fb1f2964.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_84a53881fb1f2964 +-- problem_id: v2p_n6_59871fd5ed935d2d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_852a9e5176eafadc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_852a9e5176eafadc.sql new file mode 100644 index 0000000000000000000000000000000000000000..649a54e2c31e55aa4d9c607d3999ffd90139a952 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_852a9e5176eafadc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_852a9e5176eafadc +-- problem_id: v2p_n6_647929305b0bd2e2 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X3", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X3" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_85efc93bcd2697c7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_85efc93bcd2697c7.sql new file mode 100644 index 0000000000000000000000000000000000000000..7a4e6846a1b98117b25dfed3d9c563a949fdffad --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_85efc93bcd2697c7.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_85efc93bcd2697c7 +-- problem_id: v2p_n6_2f5d4806fbed88a1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_86647e4610dfdeb1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_86647e4610dfdeb1.sql new file mode 100644 index 0000000000000000000000000000000000000000..2f3f22d48333fb9b1e966c16ebec354945f9081d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_86647e4610dfdeb1.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_86647e4610dfdeb1 +-- problem_id: v2p_n6_8a08b1cf1e4b08a4 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X15" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X15" AS REAL) < 3.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X15" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8a5766b256cd096a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8a5766b256cd096a.sql new file mode 100644 index 0000000000000000000000000000000000000000..d602848b2ff45743496129240e7d9816acd7120b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8a5766b256cd096a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_8a5766b256cd096a +-- problem_id: v2p_n6_857cd52fc4c5325d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X4" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X1" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql new file mode 100644 index 0000000000000000000000000000000000000000..ea75141159855fdf4fec5b971c78b3d308e92ea0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8adc8a01cc3cfac6.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8adc8a01cc3cfac6 +-- problem_id: v2p_n6_e518e54523bdf921 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X8", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X8" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql new file mode 100644 index 0000000000000000000000000000000000000000..cdb45cb6bbe1ee3b370c4d220c00fad6471902b4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8b4c60115b137e1d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8b4c60115b137e1d +-- problem_id: v2p_n6_87c0d19edefe8542 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X12", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X12" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8dbd215be76acab5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8dbd215be76acab5.sql new file mode 100644 index 0000000000000000000000000000000000000000..9679b886bf6650641205d1d9a0e689eda1d75e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8dbd215be76acab5.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8dbd215be76acab5 +-- problem_id: v2p_n6_b2f5d3b7e0bf8555 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8f7e6a66da35b943.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8f7e6a66da35b943.sql new file mode 100644 index 0000000000000000000000000000000000000000..827e63fa99fe2a31d01e88751d5427ad8d7ba0a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8f7e6a66da35b943.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_8f7e6a66da35b943 +-- problem_id: v2p_n6_7725fca168e05569 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X11" AS REAL) AS "X11", + ROW_NUMBER() OVER (ORDER BY CAST("X11" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X7" AS REAL) >= 6.0 +) +SELECT AVG("X11") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8fe1063d731b281c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8fe1063d731b281c.sql new file mode 100644 index 0000000000000000000000000000000000000000..50d600a3963b64a9c34b74a42847e248c5d0cec7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_8fe1063d731b281c.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_8fe1063d731b281c +-- problem_id: v2p_n6_7e15f743670473b3 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_928c272025a241b7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_928c272025a241b7.sql new file mode 100644 index 0000000000000000000000000000000000000000..2514212b64662744f6e149ac2b8a834f1627c44d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_928c272025a241b7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_928c272025a241b7 +-- problem_id: v2p_n6_79eea3158e8b64f9 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_92f3ace00098b871.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_92f3ace00098b871.sql new file mode 100644 index 0000000000000000000000000000000000000000..9bbc919ca6252e7b0834fd40852069b4f2414a86 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_92f3ace00098b871.sql @@ -0,0 +1,47 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_92f3ace00098b871 +-- problem_id: v2p_n6_5f6eb53bae3d41f3 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X4" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X4" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) AS "lo_rn", + CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) + CASE WHEN ((0.9 * ("cnt" - 1)) + 1) > CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER) THEN 1 ELSE 0 END AS "hi_rn", + (((0.9 * ("cnt" - 1)) + 1) - CAST(((0.9 * ("cnt" - 1)) + 1) AS INTEGER)) AS "frac" + FROM "ranked" +), +"bounds" AS ( + SELECT + "y", + MAX(CASE WHEN "rn" = "lo_rn" THEN "measure_value" END) AS "lo_val", + MAX(CASE WHEN "rn" = "hi_rn" THEN "measure_value" END) AS "hi_val", + MAX("frac") AS "frac" + FROM "percentile_pos" + GROUP BY "y" +) +SELECT + "y", + ("lo_val" + ("hi_val" - "lo_val") * "frac") AS "percentile_measure" +FROM "bounds" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_958ee8f9fad24346.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_958ee8f9fad24346.sql new file mode 100644 index 0000000000000000000000000000000000000000..73bb845259103cec360dc201f737195a86856c7a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_958ee8f9fad24346.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_958ee8f9fad24346 +-- problem_id: v2p_n6_adcc2c4a3ce19f54 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X13" AS REAL) < -6.0 THEN 'low' + WHEN CAST("X13" AS REAL) < 6.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_96cead97a9ce444d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_96cead97a9ce444d.sql new file mode 100644 index 0000000000000000000000000000000000000000..783b0f95767214362797167ffade2d83788311db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_96cead97a9ce444d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_96cead97a9ce444d +-- problem_id: v2p_n6_0ad4e9082efa1263 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98d2488010c69ed5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98d2488010c69ed5.sql new file mode 100644 index 0000000000000000000000000000000000000000..46c17297a95ce24e418a7c54c0ffed9cf616f106 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98d2488010c69ed5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_98d2488010c69ed5 +-- problem_id: v2p_n6_5354aa41b98b131c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X4" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql new file mode 100644 index 0000000000000000000000000000000000000000..d86af195bd75d79b425ebf221b28ba5937b0fbc7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_98fec73ab3e859e7.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_98fec73ab3e859e7 +-- problem_id: v2p_n6_48cf65c2888ab57a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X7" IS NOT NULL AND "y" IS NOT NULL +), +"target_rank" AS ( + SELECT + "y", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" + GROUP BY "y", "cnt" +) +SELECT + r."y", + r."measure_value" AS "percentile_measure" +FROM "ranked" r +JOIN "target_rank" t + ON r."y" = t."y" + AND r."rn" = t."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_997fbb4306e3db27.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_997fbb4306e3db27.sql new file mode 100644 index 0000000000000000000000000000000000000000..b961e16f55afc6de3fcd801eb7f8fb7575ae8698 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_997fbb4306e3db27.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_997fbb4306e3db27 +-- problem_id: v2p_n6_85f4ef81e7b7fcce +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99c1881e2de9a501.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99c1881e2de9a501.sql new file mode 100644 index 0000000000000000000000000000000000000000..ae929ace0bc3a344ca41b263d1d0a7675546b9c5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99c1881e2de9a501.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_99c1881e2de9a501 +-- problem_id: v2p_n6_d43e1cdbbaa09945 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X16" AS REAL) AS "measure_col", + ROW_NUMBER() OVER (ORDER BY CAST("X16" AS REAL)) AS "row_num", + COUNT(*) OVER () AS "total_rows" + FROM "n6" + WHERE CAST("X12" AS REAL) >= 7.0 +) +SELECT AVG("measure_col") AS "median_measure" +FROM ranked +WHERE "row_num" BETWEEN ("total_rows" + 1) / 2 AND ("total_rows" + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99e70dca153794af.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99e70dca153794af.sql new file mode 100644 index 0000000000000000000000000000000000000000..c252a8e76855acade7edde993d110874b1007ca6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_99e70dca153794af.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_99e70dca153794af +-- problem_id: v2p_n6_01f1fe3d1d6d94b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9c74d206e611579a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9c74d206e611579a.sql new file mode 100644 index 0000000000000000000000000000000000000000..0ba90cdbfa908caa9129a780990a258d90cb7164 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9c74d206e611579a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_9c74d206e611579a +-- problem_id: v2p_n6_ca141b346948f7aa +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X10" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f3f27dd07df98f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f3f27dd07df98f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..45cabc892cad911c6862d918fb0b1eef6512803d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f3f27dd07df98f3.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_9f3f27dd07df98f3 +-- problem_id: v2p_n6_2d286074067dc215 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X7" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql new file mode 100644 index 0000000000000000000000000000000000000000..69dc009fafacad896346d26c27d11107eba8473f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_9f4fbcaf5aaaf871.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_9f4fbcaf5aaaf871 +-- problem_id: v2p_n6_4cd6c3013e8cfc4e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X4", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X4" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql new file mode 100644 index 0000000000000000000000000000000000000000..01a7d967a1ba11c5ced82c670f19ef74e3005b9a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a16aff7f85a30d60.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a16aff7f85a30d60 +-- problem_id: v2p_n6_11b81d6ed1ad74b5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a29b2f28f1dfd2cd.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a29b2f28f1dfd2cd.sql new file mode 100644 index 0000000000000000000000000000000000000000..1623a339590b2c189e3d123c488f0d73924e0cb5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a29b2f28f1dfd2cd.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_a29b2f28f1dfd2cd +-- problem_id: v2p_n6_ee0f049664e02d38 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X11" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a4013449e96a17e0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a4013449e96a17e0.sql new file mode 100644 index 0000000000000000000000000000000000000000..980763b2fee52dfb02d4b2414ab47a3a4cd30b95 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a4013449e96a17e0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a4013449e96a17e0 +-- problem_id: v2p_n6_676756dcc63ade9c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X6", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X6" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql new file mode 100644 index 0000000000000000000000000000000000000000..6bccee80c405a2a735b1463abe594d71d6d333cb --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_a92a7bd3ebcb05c3.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_a92a7bd3ebcb05c3 +-- problem_id: v2p_n6_5275e62eb8c7807e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ab30c1ab34237462.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ab30c1ab34237462.sql new file mode 100644 index 0000000000000000000000000000000000000000..4be53854e79da4a1eb27399c7bcde628bc96cdf5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ab30c1ab34237462.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_ab30c1ab34237462 +-- problem_id: v2p_n6_2025ea892c46db6d +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X5" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql new file mode 100644 index 0000000000000000000000000000000000000000..99e6c4d8697ba812d303d99022feb60f1cead75e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_abaef65b9fc2bfc7.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_abaef65b9fc2bfc7 +-- problem_id: v2p_n6_c0342244b1c2c642 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ad820fd16cc7f15d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ad820fd16cc7f15d.sql new file mode 100644 index 0000000000000000000000000000000000000000..40e86df464fba8336ef53098d93c7048266f7437 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ad820fd16cc7f15d.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_ad820fd16cc7f15d +-- problem_id: v2p_n6_ea58d15c0ef33cfa +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X16" AS REAL) <= 4.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aecadfb0aaf54e52.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aecadfb0aaf54e52.sql new file mode 100644 index 0000000000000000000000000000000000000000..2719dddd6fd5ece1188887e4fe4dc7cd7a92f274 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aecadfb0aaf54e52.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_aecadfb0aaf54e52 +-- problem_id: v2p_n6_63845e4446c85c2e +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X15" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql new file mode 100644 index 0000000000000000000000000000000000000000..09a5c99622df9409491ed0745915b3e709f05a9f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_aef76b1fbeb4e6c0.sql @@ -0,0 +1,40 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_aef76b1fbeb4e6c0 +-- problem_id: v2p_n6_6d5cd4be2cb92f69 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X4" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X4" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X4" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "ranked"."y", + "ranked"."measure_value" AS "percentile_measure" +FROM "ranked" +JOIN "target_rows" + ON "ranked"."y" = "target_rows"."y" + AND "ranked"."rn" = "target_rows"."target_rn" +GROUP BY "ranked"."y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_af20d32e49c2f29b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_af20d32e49c2f29b.sql new file mode 100644 index 0000000000000000000000000000000000000000..c59fac4a2a84bbbe83a503444ad83fa5e8458252 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_af20d32e49c2f29b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_af20d32e49c2f29b +-- problem_id: v2p_n6_7f286163825bb3bd +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X12" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b0950ed01f3d80a8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b0950ed01f3d80a8.sql new file mode 100644 index 0000000000000000000000000000000000000000..5e52ceaed0f1634ed19ea0f0ebc4cf7711f66a66 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b0950ed01f3d80a8.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_b0950ed01f3d80a8 +-- problem_id: v2p_n6_eba77a725360e4d4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X9" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b35295510d191e8d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b35295510d191e8d.sql new file mode 100644 index 0000000000000000000000000000000000000000..952080d4506009bfde59ea1290cbda100f2added --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b35295510d191e8d.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_b35295510d191e8d +-- problem_id: v2p_n6_dc28fa98d02d4378 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X2" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X2" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X2" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b392385b2daf1b82.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b392385b2daf1b82.sql new file mode 100644 index 0000000000000000000000000000000000000000..d65b32ca10f09b8e917310a50b76ab5136f07dbf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b392385b2daf1b82.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_b392385b2daf1b82 +-- problem_id: v2p_n6_1496a4f8a6c73cc2 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "X9_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X9" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X9" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + "X9_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "X9_value" AS "percentile_measure" +FROM "percentile_pos" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0322156da4e87f542f7217811ae17d192444ba1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b6ea15a50862ed7d.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_b6ea15a50862ed7d +-- problem_id: v2p_n6_d9b403dbc83b04e5 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X11", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X11" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql new file mode 100644 index 0000000000000000000000000000000000000000..85233b72824ad3d4b36ae57f5a745818c38ae1db --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b7d6fe042a6126e6.sql @@ -0,0 +1,28 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: support_rank_profile_consistency +-- intended_facet_id: support_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_cardinality_distinct_share_profile +-- query_record_id: v2q_n6_b7d6fe042a6126e6 +-- problem_id: v2p_n6_3373bfcad22f2918 +-- realization_mode: deterministic +-- source_kind: deterministic +WITH grouped AS ( + SELECT "y" AS value_label, COUNT(*) AS support + FROM "n6" + GROUP BY "y" +), ranked AS ( + SELECT + value_label, + support, + CAST(support AS FLOAT) / NULLIF(SUM(support) OVER (), 0) AS support_share, + SUM(support) OVER (ORDER BY support DESC, value_label ROWS UNBOUNDED PRECEDING) AS cumulative_support + FROM grouped +) +SELECT * +FROM ranked +ORDER BY support DESC, value_label; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b821742015dc68a4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b821742015dc68a4.sql new file mode 100644 index 0000000000000000000000000000000000000000..4b5341e5ddcde26d3e30b44fd2ff404c60e6b4dc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b821742015dc68a4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_b821742015dc68a4 +-- problem_id: v2p_n6_690c406209b6d1e9 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X16" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b86c0119264aa9b4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b86c0119264aa9b4.sql new file mode 100644 index 0000000000000000000000000000000000000000..19fbc743a303f1173d8700f38154d6b5c29264a1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b86c0119264aa9b4.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_b86c0119264aa9b4 +-- problem_id: v2p_n6_7f347933dbf65778 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X14" AS REAL) >= 9.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b93cde50bca3ca82.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b93cde50bca3ca82.sql new file mode 100644 index 0000000000000000000000000000000000000000..295c7fcb985b0f8ed8693e9b39d49b79482758f8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b93cde50bca3ca82.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_b93cde50bca3ca82 +-- problem_id: v2p_n6_8fcfb8749552ffbe +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X11" AS REAL) AS "X11", + ROW_NUMBER() OVER (ORDER BY CAST("X11" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X11" AS REAL) >= 5.0 +) +SELECT AVG("X11") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b996469be26ce28c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b996469be26ce28c.sql new file mode 100644 index 0000000000000000000000000000000000000000..1efa21a99e11e3df1d8904ee1a295f0b8cf697a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b996469be26ce28c.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_b996469be26ce28c +-- problem_id: v2p_n6_a403f1c03d1d2aa5 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X14" AS REAL) < -5.0 THEN 'low' + WHEN CAST("X14" AS REAL) < 5.0 THEN 'mid' + ELSE 'high' + END AS band_bucket, + AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY band_bucket +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b9f0c7be9dea1dc1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b9f0c7be9dea1dc1.sql new file mode 100644 index 0000000000000000000000000000000000000000..c60412359aeabb06de6541d06d5cad0fcf3f64e8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_b9f0c7be9dea1dc1.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_b9f0c7be9dea1dc1 +-- problem_id: v2p_n6_599090d970a8c5c4 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X10" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_bc0295444b81db5c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_bc0295444b81db5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..28e2acc6152e57167e02fe01220274fafc857004 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_bc0295444b81db5c.sql @@ -0,0 +1,41 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_bc0295444b81db5c +-- problem_id: v2p_n6_aacbb6f08fc14ea6 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X8" IS NOT NULL +), +"target_rows" AS ( + SELECT + "y", + "measure_value", + "rn", + "cnt", + CAST(CEIL(0.95 * "cnt") AS INTEGER) AS "target_rn" + FROM "ranked" +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +WHERE "rn" = "target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_befc0e9138ac4033.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_befc0e9138ac4033.sql new file mode 100644 index 0000000000000000000000000000000000000000..926120a21aac4677c1103ff30b1903fa3428dc87 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_befc0e9138ac4033.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_befc0e9138ac4033 +-- problem_id: v2p_n6_747907077deecbf0 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X12" AS REAL) <= 7.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c05a94af874cbfc4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c05a94af874cbfc4.sql new file mode 100644 index 0000000000000000000000000000000000000000..00f46908ff2320affe07de474affe70c8ccacdee --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c05a94af874cbfc4.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c05a94af874cbfc4 +-- problem_id: v2p_n6_79ba19fd6b177573 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X8" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c0733a506cc8483a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c0733a506cc8483a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4c71e7197cac0732bd13c8db26a5c4e6b574c036 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c0733a506cc8483a.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_m4_quantile_tail_slice +-- query_record_id: v2q_n6_c0733a506cc8483a +-- problem_id: v2p_n6_5f96c5ba29c30aad +-- realization_mode: agent +-- source_kind: agent +WITH buckets AS ( + SELECT CAST("X1" AS REAL) AS "X1", + NTILE(10) OVER (ORDER BY CAST("X1" AS REAL) DESC) AS tail_bucket + FROM "n6" +) +SELECT "X1" +FROM buckets +WHERE tail_bucket = 1 +ORDER BY "X1" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c2c16084a5698ff5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c2c16084a5698ff5.sql new file mode 100644 index 0000000000000000000000000000000000000000..397e13485079a6ef71b6852a26431fd2eff6018e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c2c16084a5698ff5.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_c2c16084a5698ff5 +-- problem_id: v2p_n6_27543c272bd0a140 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X9" AS REAL) <= 8.0 THEN 1 ELSE 0 END) AS "empirical_cdf_at_threshold" +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3812c964ff12e31.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3812c964ff12e31.sql new file mode 100644 index 0000000000000000000000000000000000000000..1fc82bdc8983635c55f57ffd715ab43543ba1108 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3812c964ff12e31.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_c3812c964ff12e31 +-- problem_id: v2p_n6_1726e99e00213ed2 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X16" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X16" AS REAL) < 2.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X16" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql new file mode 100644 index 0000000000000000000000000000000000000000..a5e8a7f4b4e74b46634ff937e3d5a98c60daad33 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3d6d06fd35ceac4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c3d6d06fd35ceac4 +-- problem_id: v2p_n6_5392ebf5a7dd66ff +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X16", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X16" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3dbcc5d6138258a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3dbcc5d6138258a.sql new file mode 100644 index 0000000000000000000000000000000000000000..4e34f2b14a1dad7b3475a7794c0115e1c185b65f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c3dbcc5d6138258a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c3dbcc5d6138258a +-- problem_id: v2p_n6_d787b1cb4b04329a +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X12" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6806b0373df9b13.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6806b0373df9b13.sql new file mode 100644 index 0000000000000000000000000000000000000000..feaac42b48aa085c60edbf9d9bc946887594a4d8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6806b0373df9b13.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c6806b0373df9b13 +-- problem_id: v2p_n6_3fc10c2f7827db14 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X8" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6b6c826214cb21f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6b6c826214cb21f.sql new file mode 100644 index 0000000000000000000000000000000000000000..843eb9e78014b172c74166454787c577218bf36f --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c6b6c826214cb21f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_c6b6c826214cb21f +-- problem_id: v2p_n6_3b9fee2e2da4ea9b +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X5" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c87445edf63373f3.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c87445edf63373f3.sql new file mode 100644 index 0000000000000000000000000000000000000000..b4f3f6335c27fc62f587d3650b5e781cca893327 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c87445edf63373f3.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_c87445edf63373f3 +-- problem_id: v2p_n6_eaaeb645cb48bb07 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X3" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 15; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c914e7984eb902a0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c914e7984eb902a0.sql new file mode 100644 index 0000000000000000000000000000000000000000..0da99532d893b633b03d57c5327df37e0546fe2d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_c914e7984eb902a0.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_c914e7984eb902a0 +-- problem_id: v2p_n6_767c5c45fc63815e +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ca5af7ed06ca5910.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ca5af7ed06ca5910.sql new file mode 100644 index 0000000000000000000000000000000000000000..720b64f983635a0bf3707d0d50b30e7030e02052 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ca5af7ed06ca5910.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_ca5af7ed06ca5910 +-- problem_id: v2p_n6_1d57b834338aed73 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X11" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql new file mode 100644 index 0000000000000000000000000000000000000000..3bd18882562d3cba32a192c48e789f8c9485a465 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cacf677a22d28fb4.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_cacf677a22d28fb4 +-- problem_id: v2p_n6_a3442da4e6f4eaed +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X7", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X7" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cb48ec645ea8a482.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cb48ec645ea8a482.sql new file mode 100644 index 0000000000000000000000000000000000000000..8133a97fe2400cd10ee5252d0cd80c73b62ba7fa --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cb48ec645ea8a482.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_cb48ec645ea8a482 +-- problem_id: v2p_n6_ba7cb4c276ec22e7 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X13" AS REAL) <= 10.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cc3542be789a2822.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cc3542be789a2822.sql new file mode 100644 index 0000000000000000000000000000000000000000..108a0bef927da5b04f6a4eb0118e0e3d203a6e67 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cc3542be789a2822.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_cc3542be789a2822 +-- problem_id: v2p_n6_c565f60782045a34 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X11" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql new file mode 100644 index 0000000000000000000000000000000000000000..253b5c958b461358abc166dcbd0763da3926aebf --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cd0cba3cd768ba97.sql @@ -0,0 +1,39 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_cd0cba3cd768ba97 +-- problem_id: v2p_n6_a75e574e4afb1705 +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X2" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X2" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X2" IS NOT NULL +), +"pos" AS ( + SELECT + "y", + "measure", + "rn", + "cnt", + (0.9 * ("cnt" - 1) + 1) AS "p" + FROM "ordered" +) +SELECT + "y", + AVG("measure") AS "percentile_measure" +FROM "pos" +WHERE "rn" IN (CAST("p" AS INTEGER), CAST("p" AS INTEGER) + 1) +GROUP BY "y" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce31c9dc17eb4008.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce31c9dc17eb4008.sql new file mode 100644 index 0000000000000000000000000000000000000000..f9d1944eb43e0846c5f8b25a442a950c690a47a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce31c9dc17eb4008.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_ce31c9dc17eb4008 +-- problem_id: v2p_n6_c91b029f3ea073c7 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X9" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce42740c1a239a50.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce42740c1a239a50.sql new file mode 100644 index 0000000000000000000000000000000000000000..f36f669aab45e9cddc3826bfca5b2eb5893dd650 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce42740c1a239a50.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_ce42740c1a239a50 +-- problem_id: v2p_n6_a9e717cfb1ed1811 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X1" AS REAL) AS "measure", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X1" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X1" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_points" AS ( + SELECT + "y", + "measure" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure" AS "percentile_measure" +FROM "percentile_points" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce99455b6687cfa1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce99455b6687cfa1.sql new file mode 100644 index 0000000000000000000000000000000000000000..aa987b56d912f602d8ff90d3736e8378f30534e0 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ce99455b6687cfa1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_ce99455b6687cfa1 +-- problem_id: v2p_n6_ce70bcf6610f31b7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X9" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cef362353274da06.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cef362353274da06.sql new file mode 100644 index 0000000000000000000000000000000000000000..a0799797e4da1d77047f6bded855cd9dfbd9a294 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_cef362353274da06.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_cef362353274da06 +-- problem_id: v2p_n6_994dfaf8d45b48fa +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X10" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d00502523de02b2e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d00502523de02b2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..a272906b5c5265b62765a8732f2c09cea48f6e7b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d00502523de02b2e.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_d00502523de02b2e +-- problem_id: v2p_n6_aa19efc000f99c44 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X9" AS REAL) BETWEEN -4.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d09890b70041a24e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d09890b70041a24e.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ce8bcc23d7f0aebc2a619d4f394423b7026d7a5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d09890b70041a24e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_d09890b70041a24e +-- problem_id: v2p_n6_1a4b27d513bd735b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS "row_count" +FROM "n6" +GROUP BY "y" +ORDER BY "row_count" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d17efc99e471dd15.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d17efc99e471dd15.sql new file mode 100644 index 0000000000000000000000000000000000000000..619a86bdf7ec078ffda07bd12059ce89355fabb9 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d17efc99e471dd15.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_d17efc99e471dd15 +-- problem_id: v2p_n6_5a5028040d10eed3 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X8" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X8" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 10; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d27ee52265ccc37a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d27ee52265ccc37a.sql new file mode 100644 index 0000000000000000000000000000000000000000..b0e4e654e49fb3f7cff540f24da9dc3cfa5b1641 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d27ee52265ccc37a.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_d27ee52265ccc37a +-- problem_id: v2p_n6_d21dee93e3644ea7 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X9" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d4a7e57d9d1fbd5c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d4a7e57d9d1fbd5c.sql new file mode 100644 index 0000000000000000000000000000000000000000..b1fdeea0d1bf52bcbaedc6b2f6ef0cb771cd9406 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d4a7e57d9d1fbd5c.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_tpcds_topk_group_sum +-- query_record_id: v2q_n6_d4a7e57d9d1fbd5c +-- problem_id: v2p_n6_f665baf5fb45377c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X9" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY total_measure DESC +LIMIT 11; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d50ee61d3663572f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d50ee61d3663572f.sql new file mode 100644 index 0000000000000000000000000000000000000000..668e9b899430574f5128e076ed93642dcff14233 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d50ee61d3663572f.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: focused_target_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_d50ee61d3663572f +-- problem_id: v2p_n6_2e6f56cdebbf203e +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X13" AS REAL) AS "X13", + ROW_NUMBER() OVER (ORDER BY CAST("X13" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X9" AS REAL) >= 8.0 +) +SELECT AVG("X13") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d565df681e80e058.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d565df681e80e058.sql new file mode 100644 index 0000000000000000000000000000000000000000..afbc6827eefe90e3291b2d0a35bc7bab2f0b5a8b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d565df681e80e058.sql @@ -0,0 +1,23 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_median_filtered_numeric +-- query_record_id: v2q_n6_d565df681e80e058 +-- problem_id: v2p_n6_736f557d635efcd8 +-- realization_mode: agent +-- source_kind: agent +WITH ranked AS ( + SELECT CAST("X12" AS REAL) AS "X12", + ROW_NUMBER() OVER (ORDER BY CAST("X12" AS REAL)) AS row_num, + COUNT(*) OVER () AS total_rows + FROM "n6" + WHERE CAST("X8" AS REAL) >= 5.0 +) +SELECT AVG("X12") AS median_measure +FROM ranked +WHERE row_num BETWEEN (total_rows + 1) / 2 AND (total_rows + 2) / 2; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d7d02362b4c2901c.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d7d02362b4c2901c.sql new file mode 100644 index 0000000000000000000000000000000000000000..afed3cde282b57af4a05b9c1cacafc59de600b90 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d7d02362b4c2901c.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_d7d02362b4c2901c +-- problem_id: v2p_n6_7651dbec3a9304c8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X13" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d83aa4a8263e329e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d83aa4a8263e329e.sql new file mode 100644 index 0000000000000000000000000000000000000000..8d2f82323251a61bd3da2000f371bcfccf48b387 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d83aa4a8263e329e.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_d83aa4a8263e329e +-- problem_id: v2p_n6_ce740d9d64905f34 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X12" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X12" AS REAL)) > 7.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql new file mode 100644 index 0000000000000000000000000000000000000000..08bd898071365ef06affb47adb77cc949b38876e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_d8dff0219ad37ae8.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_d8dff0219ad37ae8 +-- problem_id: v2p_n6_1c31a6bf656ea17a +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X7" AS REAL) AS "measure_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X7" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X7" IS NOT NULL AND "y" IS NOT NULL +), +"picked" AS ( + SELECT + "y", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.95 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "picked" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e046d6dc3c171134.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e046d6dc3c171134.sql new file mode 100644 index 0000000000000000000000000000000000000000..13fdd2cafde855d707936804eaec98c31d62bb88 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e046d6dc3c171134.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e046d6dc3c171134 +-- problem_id: v2p_n6_12556ce3d0e0337f +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X13", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X13" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql new file mode 100644 index 0000000000000000000000000000000000000000..5ab334b0f3dfe19c87ebc5cbcacda032a6e8c33d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e0c8cef8877a3ddc.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e0c8cef8877a3ddc +-- problem_id: v2p_n6_26a4de14c6f1e802 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X1", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X1" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e1117067f3597fae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e1117067f3597fae.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ddff94d486463b472327d1a9e98f01c8df79354 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e1117067f3597fae.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e1117067f3597fae +-- problem_id: v2p_n6_31ec130533581b5c +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X5", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X5" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ae438a63a43875.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ae438a63a43875.sql new file mode 100644 index 0000000000000000000000000000000000000000..9e3eae86edceffee9d465cd61ea68d82efa899ec --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ae438a63a43875.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_e2ae438a63a43875 +-- problem_id: v2p_n6_6bcd07f43048180e +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X5" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2cbcbc630e03dc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2cbcbc630e03dc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..e43cc16cbf1c7f2b021fe40a6e0d7e1f9d507946 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2cbcbc630e03dc8.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e2cbcbc630e03dc8 +-- problem_id: v2p_n6_c4a1c2e007f7b0ce +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X13" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 12; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ed5483b4747980.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ed5483b4747980.sql new file mode 100644 index 0000000000000000000000000000000000000000..2704f75df6a1fff90113b9d056d096a74e393d6a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e2ed5483b4747980.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e2ed5483b4747980 +-- problem_id: v2p_n6_0944a2aaa9360509 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X10", + COUNT(*) AS support, + AVG("X2") AS avg_response +FROM "n6" +GROUP BY "X10" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e3cb0a0f1ded69b0.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e3cb0a0f1ded69b0.sql new file mode 100644 index 0000000000000000000000000000000000000000..65df8a701bafad177a7f0520d3218d876902ec0e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e3cb0a0f1ded69b0.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e3cb0a0f1ded69b0 +-- problem_id: v2p_n6_7b28d4b23a7df17b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e49b6aaf9b8ea436.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e49b6aaf9b8ea436.sql new file mode 100644 index 0000000000000000000000000000000000000000..23835c2a376aeeeb75de3ea6eed81039195daf45 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e49b6aaf9b8ea436.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_e49b6aaf9b8ea436 +-- problem_id: v2p_n6_f0f0f8b0c491ba03 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X7" AS REAL)) > 6.0 +ORDER BY total_measure DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e72badc989ccafc8.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e72badc989ccafc8.sql new file mode 100644 index 0000000000000000000000000000000000000000..90f2107e63e138107b0d67a432b0dbd32fc01d9b --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e72badc989ccafc8.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_e72badc989ccafc8 +-- problem_id: v2p_n6_c8f3c34aee29168d +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X7" AS REAL) BETWEEN -5.0 AND 3.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e773fb593c0427cb.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e773fb593c0427cb.sql new file mode 100644 index 0000000000000000000000000000000000000000..28885a6def7e587d1c4762f41ca5e7f21230c766 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e773fb593c0427cb.sql @@ -0,0 +1,34 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_e773fb593c0427cb +-- problem_id: v2p_n6_e042ecaf1b210dae +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X6" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X6" AS REAL) + ) AS "rn", + COUNT(*) OVER ( + PARTITION BY "y" + ) AS "cnt" + FROM "n6" + WHERE "y" IS NOT NULL + AND "X6" IS NOT NULL +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "ranked" +WHERE "rn" = CAST((("cnt" * 9) + 9) / 10 AS INTEGER) +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e781325e7dcfff2a.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e781325e7dcfff2a.sql new file mode 100644 index 0000000000000000000000000000000000000000..cd23b009800afcbcd24091a4ff53b44dedc3ec94 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e781325e7dcfff2a.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_e781325e7dcfff2a +-- problem_id: v2p_n6_9c41ffc2971fc973 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X2" AS REAL) >= 8.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 13; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e92fc45197446b4e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e92fc45197446b4e.sql new file mode 100644 index 0000000000000000000000000000000000000000..4380d7875ac7aed2c327589c990080332a89d5d7 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_e92fc45197446b4e.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_e92fc45197446b4e +-- problem_id: v2p_n6_ac298fb07a22dd20 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ecc05f7226e37bd5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ecc05f7226e37bd5.sql new file mode 100644 index 0000000000000000000000000000000000000000..64e901b4a458179f37b308368f1e196c33e3a47d --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ecc05f7226e37bd5.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_mass_similarity +-- intended_facet_id: tail_ranked_signal +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ecc05f7226e37bd5 +-- problem_id: v2p_n6_b6e695b6bbbe6a8f +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X6" AS REAL)) > 5.0 +ORDER BY total_measure DESC +LIMIT 18; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ef64b62b6d8627e9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ef64b62b6d8627e9.sql new file mode 100644 index 0000000000000000000000000000000000000000..a2e9a13cb8e96f91b19b86281cdde21fbb5bf5a8 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ef64b62b6d8627e9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_tpch_thresholded_group_ranking +-- query_record_id: v2q_n6_ef64b62b6d8627e9 +-- problem_id: v2p_n6_87a3ee8ab27d344c +-- realization_mode: agent +-- source_kind: agent +SELECT "y", SUM(CAST("X7" AS REAL)) AS total_measure +FROM "n6" +GROUP BY "y" +HAVING SUM(CAST("X7" AS REAL)) > 3.0 +ORDER BY total_measure DESC +LIMIT 19; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f0ac5aaace5ec289.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f0ac5aaace5ec289.sql new file mode 100644 index 0000000000000000000000000000000000000000..9215efad9833cc54202546ce070305f0fd651817 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f0ac5aaace5ec289.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_f0ac5aaace5ec289 +-- problem_id: v2p_n6_8fef8216972f194b +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X3" AS REAL) >= 5.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 14; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f15177301c10e20b.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f15177301c10e20b.sql new file mode 100644 index 0000000000000000000000000000000000000000..5f4ac8eb75ebc63e9ac6a6c12a7f6b9cec39af01 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f15177301c10e20b.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f15177301c10e20b +-- problem_id: v2p_n6_3e27d5972bfdb5d0 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2641d0aa274614e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2641d0aa274614e.sql new file mode 100644 index 0000000000000000000000000000000000000000..fdac365311ca7ee114f3676f51e386edec321f58 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2641d0aa274614e.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_conditional_contrast +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f2641d0aa274614e +-- problem_id: v2p_n6_be452273e053be18 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X11" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "y" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2ad3a7968a6eaae.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2ad3a7968a6eaae.sql new file mode 100644 index 0000000000000000000000000000000000000000..060f99b4a2aa6e26924774833738297097fc73b6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2ad3a7968a6eaae.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f2ad3a7968a6eaae +-- problem_id: v2p_n6_5d62f37dc661e443 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X14" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2c1c37bebc6655f.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2c1c37bebc6655f.sql new file mode 100644 index 0000000000000000000000000000000000000000..59f61dad1e4325f1e7a6f3860a24de9d01e1f9b3 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f2c1c37bebc6655f.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_group_count +-- query_record_id: v2q_n6_f2c1c37bebc6655f +-- problem_id: v2p_n6_6b480b46f8caa6b2 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS row_count +FROM "n6" +GROUP BY "y" +ORDER BY row_count DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f30987af9a358ef9.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f30987af9a358ef9.sql new file mode 100644 index 0000000000000000000000000000000000000000..b2b11b9bb1fca3c9da25c9d39d187984fc5f3110 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f30987af9a358ef9.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: count_distribution +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_f30987af9a358ef9 +-- problem_id: v2p_n6_a0187eede7b19120 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X5" AS REAL) >= 10.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 17; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f35412a82c8f3202.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f35412a82c8f3202.sql new file mode 100644 index 0000000000000000000000000000000000000000..5b8c7cbd15ce88255800dc4a58a3a9afb2cf8565 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f35412a82c8f3202.sql @@ -0,0 +1,38 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f35412a82c8f3202 +-- problem_id: v2p_n6_7f7a2181bbe1b2c7 +-- realization_mode: agent +-- source_kind: agent +WITH "ranked" AS ( + SELECT + "y", + CAST("X8" AS REAL) AS "measure_value", + ROW_NUMBER() OVER ( + PARTITION BY "y" + ORDER BY CAST("X8" AS REAL) + ) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X8" IS NOT NULL + AND TRIM("X8") <> '' +), +"target_rows" AS ( + SELECT + "y", + "measure_value" + FROM "ranked" + WHERE "rn" = CAST(CEIL(0.9 * "cnt") AS INTEGER) +) +SELECT + "y", + "measure_value" AS "percentile_measure" +FROM "target_rows" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f3977efd583fde08.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f3977efd583fde08.sql new file mode 100644 index 0000000000000000000000000000000000000000..a6024748e0d3f76af586e66e4626c3c9fdc76730 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f3977efd583fde08.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: internal_profile_stability +-- intended_facet_id: subgroup_rank_order +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_m4_group_avg_numeric +-- query_record_id: v2q_n6_f3977efd583fde08 +-- problem_id: v2p_n6_1928f0b8ef2c3add +-- realization_mode: agent +-- source_kind: agent +SELECT "y", AVG(CAST("X15" AS REAL)) AS avg_measure +FROM "n6" +GROUP BY "y" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f4569a28b163abf6.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f4569a28b163abf6.sql new file mode 100644 index 0000000000000000000000000000000000000000..5a915b8f5d195cf8ba866bb651d5861f4ff32845 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f4569a28b163abf6.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_f4569a28b163abf6 +-- problem_id: v2p_n6_a0057c79666adb74 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X12" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f458945787e23c05.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f458945787e23c05.sql new file mode 100644 index 0000000000000000000000000000000000000000..1a73bc79fccd206dd28b4c8987b5156de2caa18e --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f458945787e23c05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f458945787e23c05 +-- problem_id: v2p_n6_34b4b98f99a6645d +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X14", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X14" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f64bc9c280a82703.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f64bc9c280a82703.sql new file mode 100644 index 0000000000000000000000000000000000000000..50f0e113566f12e104bc00f4532a95210ede17ea --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f64bc9c280a82703.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f64bc9c280a82703 +-- problem_id: v2p_n6_b4b4c5412e701446 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X2", + COUNT(*) AS support, + AVG("X4") AS avg_response +FROM "n6" +GROUP BY "X2" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql new file mode 100644 index 0000000000000000000000000000000000000000..2c31a4c602c26d0bc093d3d63d1c3b9adeae4ced --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f714560c0bbd2a05.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f714560c0bbd2a05 +-- problem_id: v2p_n6_9b0e77b7a62db869 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X15", + COUNT(*) AS support, + AVG("X3") AS avg_response +FROM "n6" +GROUP BY "X15" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f7ee297425de44b5.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f7ee297425de44b5.sql new file mode 100644 index 0000000000000000000000000000000000000000..8ff2dafcc2355d67a7188e31af1910b4944c7cbd --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f7ee297425de44b5.sql @@ -0,0 +1,30 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: focused_target_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_f7ee297425de44b5 +-- problem_id: v2p_n6_fe8fbb2feb6b44cd +-- realization_mode: agent +-- source_kind: agent +SELECT "y", + AVG(CAST("X5" AS REAL)) AS percentile_measure +FROM ( + SELECT "y", + CAST("X5" AS REAL) AS "X5", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X5" AS REAL)) AS rn, + COUNT(*) OVER (PARTITION BY "y") AS cnt + FROM "n6" + WHERE "y" IS NOT NULL + AND "X5" IS NOT NULL +) +WHERE rn IN ( + CAST(((cnt - 1) * 0.95) AS INTEGER) + 1, + CAST(((cnt - 1) * 0.95 + 0.999999999) AS INTEGER) + 1 +) +GROUP BY "y" +ORDER BY percentile_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql new file mode 100644 index 0000000000000000000000000000000000000000..6cc48b941799b88cbe51933848c642b0a24fd12a --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_f864f0197a82ffcf.sql @@ -0,0 +1,21 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: cardinality_structure +-- canonical_subitem_id: high_cardinality_response_stability +-- intended_facet_id: target_cardinality_cross_section +-- variant_semantic_role: focused_target_view +-- template_id: tpl_cardinality_high_card_response_stability +-- query_record_id: v2q_n6_f864f0197a82ffcf +-- problem_id: v2p_n6_444db45536572158 +-- realization_mode: deterministic +-- source_kind: deterministic +SELECT + "X9", + COUNT(*) AS support, + AVG("X1") AS avg_response +FROM "n6" +GROUP BY "X9" +HAVING COUNT(*) >= 5.0 +ORDER BY support DESC, avg_response DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fb063ae6183553d1.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fb063ae6183553d1.sql new file mode 100644 index 0000000000000000000000000000000000000000..9d9e0a506d1e44dccc19e33608ec7718f978c0f5 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fb063ae6183553d1.sql @@ -0,0 +1,17 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: direction_consistency +-- intended_facet_id: conditional_rate_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_window_partition_avg +-- query_record_id: v2q_n6_fb063ae6183553d1 +-- problem_id: v2p_n6_a51e0a5ca3d19f65 +-- realization_mode: agent +-- source_kind: agent +SELECT DISTINCT "y", + AVG(CAST("X8" AS REAL)) OVER (PARTITION BY "y") AS avg_measure +FROM "n6" +ORDER BY avg_measure DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba399e72a983c2e.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba399e72a983c2e.sql new file mode 100644 index 0000000000000000000000000000000000000000..832204149fd7a0bfafa612759a60f7976f08d8c4 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba399e72a983c2e.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_fba399e72a983c2e +-- problem_id: v2p_n6_315ad0546749735c +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X6" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X6" AS REAL) BETWEEN -5.0 AND 5.0; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba4ac1535782700.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba4ac1535782700.sql new file mode 100644 index 0000000000000000000000000000000000000000..03d04a7d041d7ab7c835d42f5dbadf0349f1b3b1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fba4ac1535782700.sql @@ -0,0 +1,15 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_set_consistency +-- intended_facet_id: low_support_extremes +-- variant_semantic_role: rare_extreme_view +-- template_id: tpl_threshold_rarity_cdf +-- query_record_id: v2q_n6_fba4ac1535782700 +-- problem_id: v2p_n6_b5375c792901de10 +-- realization_mode: agent +-- source_kind: agent +SELECT AVG(CASE WHEN CAST("X14" AS REAL) <= 9.0 THEN 1 ELSE 0 END) AS empirical_cdf_at_threshold +FROM "n6"; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fcabc3d5d644ef75.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fcabc3d5d644ef75.sql new file mode 100644 index 0000000000000000000000000000000000000000..3daefa5bb723d9a0ebc16390663806a810acac81 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fcabc3d5d644ef75.sql @@ -0,0 +1,22 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_m4_binned_numeric_group_avg +-- query_record_id: v2q_n6_fcabc3d5d644ef75 +-- problem_id: v2p_n6_745d2e4a79ad63c1 +-- realization_mode: agent +-- source_kind: agent +SELECT CASE + WHEN CAST("X1" AS REAL) < -4.0 THEN 'low' + WHEN CAST("X1" AS REAL) < 4.0 THEN 'mid' + ELSE 'high' + END AS "band_bucket", + AVG(CAST("X1" AS REAL)) AS "avg_measure" +FROM "n6" +GROUP BY "band_bucket" +ORDER BY "avg_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql new file mode 100644 index 0000000000000000000000000000000000000000..929e587d48bf2faf24501f7dbbdaf0b94050cab1 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fd77e50b4a3d06b2.sql @@ -0,0 +1,37 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: tail_rarity_structure +-- canonical_subitem_id: tail_concentration_consistency +-- intended_facet_id: rare_target_concentration +-- variant_semantic_role: ranked_signal_view +-- template_id: tpl_grouped_percentile_point +-- query_record_id: v2q_n6_fd77e50b4a3d06b2 +-- problem_id: v2p_n6_be3c646dd54ea28b +-- realization_mode: agent +-- source_kind: agent +WITH "ordered" AS ( + SELECT + "y", + CAST("X9" AS REAL) AS "X9_value", + ROW_NUMBER() OVER (PARTITION BY "y" ORDER BY CAST("X9" AS REAL)) AS "rn", + COUNT(*) OVER (PARTITION BY "y") AS "cnt" + FROM "n6" + WHERE "X9" IS NOT NULL AND "y" IS NOT NULL +), +"percentile_pos" AS ( + SELECT + "y", + CAST(CEIL(0.9 * "cnt") AS INTEGER) AS "target_rn" + FROM "ordered" + GROUP BY "y", "cnt" +) +SELECT + o."y", + o."X9_value" AS "percentile_measure" +FROM "ordered" AS o +JOIN "percentile_pos" AS p + ON o."y" = p."y" + AND o."rn" = p."target_rn" +ORDER BY "percentile_measure" DESC; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fe04d90b5ab85c96.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fe04d90b5ab85c96.sql new file mode 100644 index 0000000000000000000000000000000000000000..41678a87eab236e1081857894d1296a0b266dde6 --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_fe04d90b5ab85c96.sql @@ -0,0 +1,19 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: subgroup_structure +-- canonical_subitem_id: subgroup_size_stability +-- intended_facet_id: subgroup_distribution_shift +-- variant_semantic_role: filtered_stable_view +-- template_id: tpl_clickbench_filtered_topk_group_count +-- query_record_id: v2q_n6_fe04d90b5ab85c96 +-- problem_id: v2p_n6_35e63d9b835518e8 +-- realization_mode: agent +-- source_kind: agent +SELECT "y", COUNT(*) AS support +FROM "n6" +WHERE CAST("X4" AS REAL) >= 7.0 +GROUP BY "y" +ORDER BY support DESC +LIMIT 16; diff --git a/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ff29d91f598ac663.sql b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ff29d91f598ac663.sql new file mode 100644 index 0000000000000000000000000000000000000000..00e4809e66c3da4efa24ec7ab904531906ebdffc --- /dev/null +++ b/Query/sql/v4/runs/v4_cli_20260504_065100_b/n6/sql/v2q_n6_ff29d91f598ac663.sql @@ -0,0 +1,16 @@ +-- sql_source_version: v4 +-- sql_source_label: v4_current +-- sql_source_run_id: v4_cli_20260504_065100_b +-- sql_source_dataset_id: n6 +-- family_id: conditional_dependency_structure +-- canonical_subitem_id: slice_level_consistency +-- intended_facet_id: conditional_interaction_hotspots +-- variant_semantic_role: collapsed_target_view +-- template_id: tpl_tpch_filtered_sum_band +-- query_record_id: v2q_n6_ff29d91f598ac663 +-- problem_id: v2p_n6_24719ae5ab3bfbd9 +-- realization_mode: agent +-- source_kind: agent +SELECT SUM(CAST("X11" AS REAL)) AS total_measure +FROM "n6" +WHERE CAST("X11" AS REAL) BETWEEN -5.0 AND 3.0;